Fact-checked by Grok 2 weeks ago

Process chemistry

Process chemistry is the branch of focused on the development, optimization, and implementation of practical synthetic processes for the large-scale production of chemicals, particularly pharmaceuticals, agrochemicals, and fine chemicals. It bridges the gap between small-scale laboratory research and industrial by redesigning synthetic routes to ensure they are robust, safe, cost-effective, and environmentally sustainable, while achieving high yields, purity, and minimal impurities. In the , process chemists take compounds identified during discovery research and transform them into viable commercial products through scalable . This involves testing reaction plans, monitoring processes with analytical methods, troubleshooting inefficiencies, and using simulation tools to predict outcomes, all while adhering to strict regulatory requirements for and . Key considerations include selecting inexpensive and benign , maximizing to reduce waste, and ensuring high selectivity to avoid hazardous byproducts. The field has evolved significantly over the past three decades, with growing emphasis on principles to minimize environmental impact and enhance sustainability in chemical manufacturing. Unlike , which prioritizes rapid compound discovery, process chemistry emphasizes practicality and from the outset, often requiring iterative improvements to handle the complexities of pilot and full-scale operations. Professionals in this area typically hold degrees in chemistry or and gain expertise through , contributing to innovations that accelerate product development and market readiness.

Overview

Definition and Scope

Process chemistry is the scientific discipline focused on the , optimization, and of chemical processes to produce compounds—whether novel or established—on a large scale, transitioning from laboratory-scale to industrial production. This field bridges the gap between discovery research and commercial by designing robust synthetic routes that can be reliably scaled while addressing practical challenges in production. The primary objectives of process chemistry include ensuring operational safety to prevent hazards like thermal runaways, maximizing through high and minimal , achieving cost-effectiveness via reduced material and energy inputs, and maintaining environmental compliance by minimizing emissions and resource consumption. These goals are pursued through iterative that incorporates metrics such as for productivity and E-factor for assessment, though detailed evaluation occurs in specialized analyses. The scope of process chemistry extends across multiple sectors, including pharmaceuticals where it supports drug substance under stringent regulatory oversight, chemicals for specialty products like dyes and flavors, chemicals for high-volume commodities such as polymers, and agrochemicals for pesticides and fertilizers. In contrast to laboratory chemistry, which prioritizes exploratory synthesis and small-batch experimentation, process chemistry emphasizes process robustness to handle variations in raw materials and conditions, stringent impurity control to meet purity specifications, and adherence to regulatory standards like (GMP) for consistent quality in pharmaceuticals. Within the chemical , process chemists contribute from initial route scouting to identify viable synthetic pathways, through optimization for scale-up, to full commercialization ensuring reliable production and market viability.

Historical Development

Process chemistry originated during the 19th-century , as chemists began developing scalable synthetic methods for organic compounds to meet growing industrial demands. A pivotal moment came in 1856 when , an 18-year-old student, accidentally synthesized , the first commercial synthetic dye, from derived from . This discovery not only launched the synthetic dye industry but also demonstrated the feasibility of large-scale , shifting chemistry from natural extracts to engineered processes. Concurrently, the development of explosives processes advanced industrial capabilities; for instance, Ascanio Sobrero's 1847 synthesis of and Alfred Nobel's 1867 invention of introduced techniques that required precise control over reaction conditions for safe, high-yield production. In the early , process chemistry matured with breakthroughs in that enabled massive-scale production. The Haber-Bosch process, developed by and around 1910, revolutionized synthesis by combining and under high pressure and temperature with an iron catalyst, providing a foundation for fertilizer production and large-scale catalytic engineering. This method's success underscored the importance of integrating fundamental with engineering for industrial viability. Wilhelm Ostwald's foundational work on , recognized with the 1909 , further propelled the field by defining as the acceleration of reactions by foreign substances without consumption, influencing processes like the for . Following , process chemistry experienced explosive growth in the pharmaceutical sector, driven by the urgent need for antibiotics. In the 1940s, researchers at companies like scaled up penicillin production using deep-tank , transforming Howard Florey's 1940 laboratory extraction into a wartime industrial process that yielded millions of doses by 1945. This era marked a shift toward complex, stereoselective syntheses, exemplified by K. Barry Sharpless's development of asymmetric epoxidation in the , which enabled efficient scaling of chiral drug intermediates and earned him the 2001 . By the 1990s, environmental concerns prompted a pivot to , formalized by and John Warner's 12 principles in response to the U.S. Pollution Prevention Act of 1990, emphasizing waste reduction and sustainable processes. Regulatory frameworks further shaped process design, particularly through the U.S. Clean Air Act of , which mandated emission controls and spurred innovations in pollution abatement within chemical manufacturing, such as catalytic converters and cleaner reaction pathways. These laws compelled the industry to integrate safety and environmental considerations into core process optimization, influencing global standards for chemical production.

Core Principles

Scalability and Safety

Scalability in process chemistry involves translating laboratory-scale reactions to industrial production, where challenges arise primarily from differences in heat and mass transfer, alterations in reaction kinetics, and the need for appropriate equipment design. At larger scales, heat transfer becomes inefficient due to reduced surface-to-volume ratios in reactors, potentially leading to hotspots and uneven temperature distributions that can cause side reactions or thermal runaway. Mass transfer limitations similarly intensify, as mixing in larger vessels is less effective, resulting in concentration gradients that alter reaction rates and yields compared to lab conditions. Reaction kinetics may shift during scale-up; for instance, reactions classified as Type A (fast, mass transfer-limited) in a continuous flow context require careful adjustment to avoid incomplete conversions, while Type B (moderate kinetics) benefit from enhanced mixing strategies. Equipment design plays a crucial role, with batch reactors offering flexibility for variable production but facing challenges in consistent heat removal, whereas continuous reactors provide steady-state operation but demand precise control of residence times to maintain kinetics. Safety protocols are integral to addressing these scalability issues, employing systematic methods to identify and mitigate risks. Hazard and Operability Studies (HAZOP) serve as a cornerstone, involving multidisciplinary teams that systematically analyze process deviations using guidewords like "no" or "more" to uncover potential hazards such as or leaks. principles further prioritize eliminating hazards at the source, such as substituting flammable solvents to avoid mixtures or minimizing inventory of reactive intermediates to reduce potential. tools like the Dow and Index quantify these dangers by assigning scores to factors including material reactivity and process conditions, enabling prioritization of safeguards like pressure relief systems. Process intensification techniques enhance by improving control and reducing hazards through compact, efficient designs. Microreactors exemplify this approach, leveraging high surface-to-volume ratios for superior heat and , which allows precise temperature regulation and minimizes the risk of exothermic even at scales. These devices facilitate safer handling of hazardous reactions by confining volumes to milliliters or less, preventing large-scale accumulation of or reactive , and enabling for immediate adjustments. Impurity management during scale-up is critical to prevent runaway reactions, as uncontrolled byproducts can catalyze or alter thermal stability. Strategies include rigorous monitoring of reaction parameters like and to suppress byproduct formation, alongside in-process purification steps such as or to remove impurities that might accumulate and trigger autocatalytic effects. For example, in scaling hydrogenation processes, trace metal impurities from catalysts must be controlled through agents to avoid hotspots that could initiate runaways. Industrial-grade reagents often introduce unforeseen impurities, necessitating compatibility testing and gradual scale increments to identify and mitigate their impact on reaction safety. Regulatory compliance ensures that scalability and safety practices meet established standards, particularly in high-risk sectors. In the United States, the (OSHA) mandates under 29 CFR 1910.119, requiring hazard analyses, operating procedures, and mechanical integrity checks for processes involving highly hazardous chemicals. For pharmaceutical applications, the International Council for Harmonisation (ICH) guidelines, such as Q8(R2) on pharmaceutical development, emphasize risk-based approaches to scale-up, including design space definition to assure consistent quality and safety during manufacturing transitions. These frameworks integrate safety measures that, while adding initial design complexity, support overall process reliability without delving into detailed economic trade-offs.

Cost Optimization Strategies

Cost optimization in process chemistry involves strategies to reduce both material and conversion expenses while maintaining process efficiency and product quality. Material costs, which often constitute a significant portion of overall production expenses, are influenced by raw material sourcing, where selecting cost-effective suppliers and negotiating bulk purchases can lower procurement prices. Solvent recovery techniques, such as distillation or extraction, enable the reuse of organic solvents, reducing the need for fresh purchases and minimizing disposal fees; for instance, recovering up to 95% of solvents in pharmaceutical processes has been shown to cut material costs by 20-30%. Waste minimization through process redesign, like adopting greener synthetic routes, further decreases expenses by lowering the volume of byproducts that require treatment or disposal. Conversion costs encompass the expenses incurred during the transformation of raw materials into products, including direct labor for operating reactors and monitoring , for heating, cooling, and , equipment over the asset's useful life, and overheads such as facility maintenance and utilities. In chemical , labor costs can be optimized by automating routine tasks, while measures like heat integration reduce utility bills, which may account for 10-20% of total conversion costs. is calculated using methods like straight-line allocation, ensuring accurate allocation of investments, and overheads are controlled through lean management practices to avoid unnecessary administrative burdens. Optimization techniques rely on advanced tools like software to model and predict cost impacts. Aspen Plus, a widely used simulator in , facilitates cost modeling by integrating thermodynamic data with economic evaluators to forecast capital and operating expenses, enabling scenario analysis for process modifications. Lifecycle analysis within such software assesses total ownership costs from design to decommissioning, helping identify bottlenecks like high-energy separations. influences costs by directly affecting material utilization, with higher yields reducing per-unit expenses. The Quality Service Level (QSL) metric balances cost optimization with product reliability, defined as the percentage of batches meeting predefined purity and yield specifications, typically targeting >98% to minimize rework and ensure consistent quality. In process chemistry, maintaining high QSL prevents costly deviations that could arise from variable reaction conditions, thus safeguarding against production losses. A holistic approach to cost and performance evaluation is provided by the Process Excellence Index (PEI), which assesses process reproducibility and robustness. The PEI consists of two components: \text{PEI}_{\text{yield}} = \frac{\text{average yield}}{\text{target yield}} \times 100\% \text{PEI}_{\text{cycle time}} = \frac{\text{target cycle time}}{\text{average cycle time}} \times 100\% The overall PEI is the product of these values; it aids in comparing synthetic routes for economic viability, with values approaching 100% indicating optimal performance. Strategic decisions, such as versus in-house , further enhance cost optimization. to contract development and manufacturing organizations (CDMOs) can reduce expenditures on and labor by leveraging specialized facilities, potentially lowering costs by 15-40% for scale-up phases, though it may introduce coordination overheads. In contrast, in-house offers greater control over and process customization but requires substantial upfront investments; the choice depends on volume and alignment.

Evaluation Metrics

Economic Metrics

Economic metrics in process chemistry evaluate the financial viability and of synthetic routes, focusing on resource utilization and operational to guide scalable decisions. These indicators help chemists and engineers optimize processes by quantifying material , output rates, and cost structures, ensuring that developments translate effectively to industrial production without excessive financial burden. Atom economy measures the proportion of reactant atoms incorporated into the desired product, promoting waste-minimizing reaction designs. Introduced by Barry Trost, it is calculated as the percentage of the molecular weight of the product relative to the total molecular weight of all reactants: \% \text{ atom economy} = \left( \frac{\text{molecular weight of product}}{\sum \text{molecular weights of all reactants}} \right) \times 100 This metric assumes stoichiometric reactant use and 100% yield, serving as a theoretical benchmark for comparing synthetic pathways in process development. Yield quantifies the efficiency of a reaction by comparing the actual amount of product obtained to the theoretical maximum, expressed as a percentage: \text{yield} = \left( \frac{\text{moles of product obtained}}{\text{moles of product theoretically possible}} \right) \times 100 In multi-step syntheses, stepwise yields refer to the efficiency of individual transformations, while overall yield is the product of all stepwise yields, highlighting how inefficiencies compound across stages. For instance, a sequence with three steps yielding 80%, 90%, and 70% respectively results in an overall yield of approximately 50%, underscoring the need for high yields in early steps to maintain process viability. Volume-time output (VTO) assesses process productivity by relating the reactor space and time required to produce a unit mass of product, a critical factor for industrial where values below 1 m³ h kg⁻¹ are targeted to minimize facility footprint and cycle times. The formula is: \text{VTO} = \frac{\text{reactor volume} \times \text{time}}{\text{mass of product}} In flow chemistry applications, low VTO values indicate efficient space utilization, as seen in continuous processes for active pharmaceutical ingredients where VTO guides design to balance throughput and quality. Material cost represents the direct expenses for raw materials and per unit of product, calculated by summing the quantities required (adjusted for and ) multiplied by their unit prices, then divided by the product output. This metric drives route selection in pharmaceutical process chemistry, where volatile prices for specialty can dominate budgets; tools like bill-of-materials software facilitate these computations to forecast . Conversion cost encompasses all operational expenses to transform raw materials into product, excluding material costs, and is subdivided into categories such as (utilities and heating/cooling), labor (personnel and ), and overhead (, , and handling). In chemical , these costs are derived from operating expenditure models, often comprising 20-50% of total production expenses depending on process intensity, and are minimized through and energy-efficient designs.

Environmental and Efficiency Metrics

Process chemistry employs several key metrics to evaluate the environmental and of synthetic processes, focusing on waste generation, resource utilization, and broader ecological impacts. These metrics help chemists and engineers design processes that minimize environmental footprints while optimizing performance, aligning with the broader goals of . Unlike purely economic assessments, these tools emphasize holistic impacts such as burdens and energy demands. The E-factor, introduced by Roger Sheldon in 1992, quantifies waste production as the ratio of total waste mass to the mass of the desired product in kilograms, providing a direct measure of process inefficiency. \text{E-factor} = \frac{\text{total waste (kg)}}{\text{mass of product (kg)}} An ideal E-factor is zero, reflecting no waste, though pharmaceutical processes often range from 25–100 due to complex purifications. This metric has driven innovations in waste minimization, with lower values indicating reduced environmental disposal needs. Process mass intensity (PMI) extends this by assessing overall resource use, defined as the total mass of materials input (including reagents, solvents, and water) divided by the mass of product output. \text{PMI} = \frac{\text{total mass input (kg)}}{\text{mass of product (kg)}} Developed by the ACS Green Chemistry Institute Pharmaceutical Roundtable, PMI benchmarks "greenness" across industries, with values below 50 considered efficient for fine chemicals; for example, solvent recovery can reduce PMI by 20–30% in multi-step syntheses. It correlates closely with E-factor (PMI = E-factor + 1) but includes all inputs for a fuller sustainability profile. The EcoScale offers a semi-quantitative , starting from a perfect score of 100 and deducting penalties for factors like (below 100% subtracts up to 50 points), of materials, hazards, and use in technical setup. \text{EcoScale} = 100 - \sum \text{(penalties for [yield](/page/Yield), [price](/page/Price), [safety](/page/Safety), technical setup)} Proposed by Van Aken et al. in 2006, it aids rapid screening of synthetic routes, classifying scores above 75 as "excellent" green processes; for instance, a high- catalytic reaction might score 80, penalizing only for minor costs. This tool integrates environmental and practical considerations without requiring full . Beyond mass-based metrics, process efficiency encompasses cycle time reduction and energy optimization, which lower operational footprints by accelerating throughput and minimizing heating or cooling demands. For example, continuous flow systems can halve cycle times compared to batch processes, reducing energy use by up to 40% in reactions like hydrogenations. Solvent selection plays a pivotal role here, favoring low-volatility options like over volatile hydrocarbons to cut energy by 15–25%, as guided by life-cycle assessments. These metrics are deeply informed by the 12 principles of , articulated by and in 1998, which prioritize waste prevention, catalysis over stoichiometric reagents, and safer solvents to enhance . Principle 1 (prevention) directly underpins E-factor and PMI by targeting , while Principle 9 (catalytic reagents) boosts EcoScale scores through efficient, reusable catalysts that reduce mass inputs. Integration of these principles ensures metrics evolve with , fostering quantifiable improvements in environmental performance.

Case Studies

Pharmaceutical Applications

Process chemistry plays a pivotal role in pharmaceutical manufacturing, where the focus is on developing scalable, safe, and efficient synthetic routes for active pharmaceutical ingredients (APIs) that meet stringent regulatory standards for purity, stereochemistry, and environmental impact. Unlike high-volume commodity chemicals, pharmaceutical production emphasizes low-volume, high-value molecules, often requiring complex multi-step syntheses to achieve specific biological activity. Key challenges include chiral synthesis to ensure the correct enantiomer predominates, polymorph control to maintain consistent physical properties and bioavailability, and achieving API purity exceeding 99.5% to minimize impurities that could affect efficacy or safety. A notable is the development of the HCV BI 201302 by , where process chemists optimized the synthetic route to address inefficiencies in the initial approach. Through strategic modifications, including a ruthenium-catalyzed ring-closing metathesis for macrocyclization and an SNAr displacement for installation, the process was streamlined, enhancing and . Another landmark example is Merck's synthesis of sitagliptin, the in the drug Januvia, which incorporated biocatalysis to supplant traditional chemical methods. The enzymatic , developed in collaboration with Codexis, utilized an evolved ketoreductase and to convert a prochiral to the chiral intermediate via , replacing a rhodium-catalyzed that relied on precious metals. This biocatalytic route achieved an 82% with 99% enantiomeric excess (), significantly improving and eliminating hazardous reagents while increasing productivity by 53%. Pharmaceutical process chemistry also navigates substantial regulatory hurdles, particularly FDA requirements for process validation to ensure reproducibility and quality control throughout the product lifecycle. Implementation of Process Analytical Technology (PAT) enables real-time monitoring of critical quality attributes, such as reaction completion and impurity profiles, facilitating compliant scale-up from lab to commercial production. Cost optimization in pharmaceutical routes often involves minimizing reliance on expensive reagents, exemplified by efforts to reduce precious metal catalysts in cross-coupling reactions. For instance, in the synthesis of various APIs, ligand modifications or alternative methodologies have lowered palladium or platinum loadings from several mol% to sub-stoichiometric levels, yielding cost savings of up to 50% per batch while maintaining high yields and selectivities.

Bulk and Fine Chemical Examples

Process chemistry in bulk and fine chemical manufacturing exemplifies the transition from laboratory-scale to industrial production, prioritizing , , and waste minimization in high-volume operations. Aspirin (acetylsalicylic acid) production, initiated by in 1899 through of with , has scaled to global volumes of approximately 50,000 tons annually, demonstrating the adaptability of batch processes to continuous manufacturing for commoditized pharmaceuticals. Modern optimizations incorporate flow reactors, achieving of 85-95% by enabling precise control over reaction conditions and reducing side products like acetic acid. Ibuprofen synthesis highlights advancements in greener for fine chemicals with pharmaceutical overlap. The original Boots-Hoechst-Celanese (BHC) route from the employed a six-step starting from isobutylbenzene, generating significant —up to 3.4 kg per kg of product—due to stoichiometric reagents and multiple isolations. In the 1990s, BHC developed a three-step catalytic alternative using as a recyclable catalyst-solvent in the initial Friedel-Crafts , followed by and , which reduced to less than 1 kg per kg of ibuprofen, a 70% decrease, while doubling . Bulk chemicals like illustrate process chemistry at massive scales, where Ziegler-Natta enables efficient of into (HDPE). This titanium-based supported catalyst system, developed in the , operates in low-pressure or gas-phase reactors, producing over 100 million tons globally each year with energy efficiencies improved by 30-50% compared to earlier high-pressure free-radical methods through optimized heat integration and catalyst activity. Catalyst recycling focuses on minimizing titanium residues in the via filtration and supports like , reducing operational costs and environmental impact without compromising molecular weight control. In fine chemicals, fragrance synthesis such as production addresses niche demands with stringent purity requirements. Synthetic , primarily derived from via the Reimer-Tiemann reaction or oxidation, yields around 15,000 tons annually, with processes emphasizing and to achieve >99% purity by removing impurities like o-vanillin and syringaldehyde that affect aroma profiles. Seasonal demand fluctuations, driven by and industries, necessitate flexible batch operations to manage and avoid overproduction, contrasting with steady-state bulk processes. Scale differences underscore process chemistry's adaptability: bulk operations like handle million-ton reactors with continuous flow for economic viability, while fine chemicals like use kilo- to ton-scale batch reactors for purity and customization; pharmaceutical , by comparison, often limits to multi-kilo scales per campaign due to regulatory constraints, amplifying per unit.

Advanced Methodologies

Catalytic Techniques

Catalytic techniques play a pivotal role in process chemistry by enabling efficient carbon-carbon bond formation and selective transformations at scale, with transition-metal and organocatalytic methods reducing reaction steps and improving yields in synthetic routes. These approaches address key challenges in , such as efficiency and control, while integrating strategies to minimize costs and environmental impact. Transition-metal , particularly -catalyzed cross-couplings, has revolutionized process chemistry through robust C-C bond formations. The Suzuki-Miyaura reaction exemplifies this, coupling arylboronic acids or esters with aryl halides in the presence of a catalyst and base, as shown in the general equation: \ce{Ar-B(OH)2 + Ar'-X -> Ar-Ar' + HX} This reaction proceeds via , , and steps, often using s like to stabilize the catalyst. issues arise from factors such as and ; for instance, at high altitudes, vessels are required to maintain conditions around 90°C, while improper ligand liberation can lead to Pd(0) formation and impurities. Optimized conditions, including 1 mol% Pd(PPh₃)₂Cl₂ loading with 2-butanol/water solvent and K₂CO₃ base, have achieved 89.6% yields at lab scale and satisfactory results at 50 kg, though residual levels (up to 1120 ) necessitate post-reaction treatments like O₂/N₂ bubbling and L-cysteine scavenging to reduce leaching below 100 . screening further enhances efficiency, enabling short cycle times and Pd removal to ≤100 via /NaHSO₃ extraction on 20-L scale. Organocatalysis offers a metal-free alternative, leveraging small organic molecules for enantioselective transformations without toxicity concerns associated with metals. Proline-catalyzed aldol reactions, for example, promote the addition of enolizable carbonyls to aldehydes, forming β-hydroxy carbonyl products through intermediates, achieving high enantioselectivity in asymmetric synthesis. Key advantages include insensitivity to moisture and oxygen, low cost, non-, and minimal catalyst loading (often 5-30 mol%), which avoids metal contamination and supports greener processes compared to transition-metal systems. These reactions build complex molecular frameworks efficiently, with applications in constructing stereocenters for pharmaceuticals. Process integration enhances catalytic techniques through catalyst recovery and reactor designs tailored for continuous operation. Supported catalysts, prepared via impregnation or deposition-precipitation methods, immobilize metals on inert carriers like silica or carbon, facilitating easy separation by and reuse. For instance, pore volume impregnation ensures homogeneous metal distribution (e.g., 1-3 wt% Pd), while under controlled gas flows (e.g., NO/He) yields small particles (4 ) for improved recyclability. Reactor designs, such as fixed-bed systems, enable continuous flow of reactants over supported s, reducing downtime and enhancing throughput in industrial settings. A representative example is the scaling of Negishi coupling for active pharmaceutical ingredient (API) synthesis, where arylzinc reagents couple with aryl halides using palladium catalysis. In the production of PDE472, a phosphodiesterase type 4D inhibitor, preformation of the arylpalladium complex allowed pilot-plant scale execution, reducing synthetic steps and residual Pd to <2 ppm via crystallization, thereby lowering costs and improving purity. Challenges in these techniques include metal leaching and recyclability, particularly in palladium systems where catalyst deactivation limits reuse. Leaching occurs via dissolution of metal atoms into solution, often during oxidative addition, compromising product purity and necessitating scavengers. Recyclability metrics show supported Pd nanoparticles maintaining activity over 5-9 cycles in cross-couplings (e.g., 93-99% yields in cyanation), but overall efficiency drops if stabilization (e.g., by polymers) fails, highlighting the need for robust supports to achieve >80% activity retention after multiple runs.

Biocatalytic and Flow Processes

Biocatalysis employs enzymes to catalyze chemical reactions under mild conditions, offering high specificity and efficiency in process chemistry. Enzymatic reactions, such as those mediated by s, are particularly valuable for esterification processes, where lipases hydrolyze or synthesize esters at the water-oil , enabling the of industrially important compounds like emulsifiers and biofuels. For instance, Candida antarctica lipase B (CALB) has been widely used for the regioselective of sugars and the synthesis of short-chain esters, achieving yields exceeding 90% in non-aqueous media. To enhance enzyme performance for industrial applications, protein engineering techniques like are applied to improve stability, activity, and selectivity under non-natural conditions such as extreme pH or temperatures. involves iterative rounds of random and screening, resulting in variants of lipases and esterases that maintain activity at elevated temperatures up to 60°C or in organic solvents, significantly extending operational lifetimes in continuous processes. Advanced tools, including CRISPR-based , facilitate the creation of custom enzyme libraries by enabling precise modifications to microbial hosts for expressing tailored biocatalysts, accelerating the development of robust variants for synthetic pathways. A prominent example is the production of statins, where Codexis engineered an acyltransferase enzyme through to perform the selective butylation of , enabling an efficient biocatalytic step in simvastatin that reduced waste and achieved yields of over 97% with purity exceeding 99% at multi-kilogram scales. Continuous flow manufacturing represents a in process chemistry, utilizing systems to deliver precise control over reaction parameters like temperature, mixing, and , which is defined as the average duration a reactant spends in the and calculated by the : \tau = \frac{V}{F} where \tau is the , V is the reactor volume, and F is the . This approach minimizes residence times to seconds or minutes, reducing side and enabling safe handling of hazardous intermediates, while offering from to production without proportional increases in equipment size. Hybrid approaches integrate biocatalysis with flow chemistry to streamline multi-step syntheses, immobilizing enzymes in microreactors or packed-bed columns to facilitate sequential reactions with in-line purification. For example, immobilized lipases in flow systems have been used for continuous esterification cascades, combining enzymatic steps with chemical transformations to produce pharmaceutical intermediates with enhanced productivity and minimal downtime. These hybrid methods achieve higher selectivity—often >95%—and lower energy consumption compared to traditional batch processes, as flow eliminates heating/cooling cycles and optimizes mass transfer.

Research and Future Directions

Academic and Industrial Institutes

Process chemistry research and education are advanced by several prominent academic centers. The Novartis-MIT Center for Continuous Manufacturing was established in 2007 through a 10-year partnership between the (MIT) and , focusing on developing integrated continuous manufacturing technologies for pharmaceuticals and emphasizing processes to enhance and in production; its work continues through spin-offs such as CONTINUUS Pharmaceuticals. Similarly, ETH Zurich's Institute for Chemical and Bioengineering provides foundational education and research in the design and operation of industrial chemical processes, integrating bioengineering principles to support sustainable process development. In the industrial sector, key laboratories drive innovation for large-scale production. Pfizer's organization includes dedicated process development teams that optimize synthetic routes and for small-molecule drugs, ensuring and cost-effectiveness across global sites. GlaxoSmithKline (GSK) maintains API development centers as part of its worldwide R&D network, with facilities in the UK, , and focused on scaling active pharmaceutical ingredient synthesis while incorporating advanced technologies. Collaborative initiatives bridge academia and industry to foster process chemistry advancements. The (ACS) Institute, through its Pharmaceutical Roundtable, promotes sustainable by funding research on greener synthetic methods and process intensification for pharmaceutical manufacturing. The European Union's program allocates significant funding—over €93.5 billion overall—for research and innovation in sustainable chemicals and materials, supporting process R&D projects aimed at reducing environmental impacts in chemical production. Educational programs in departments increasingly emphasize (QbD) principles to train future process chemists in systematic process development and . For instance, curricula at institutions like integrate QbD into master's programs in , focusing on designing robust manufacturing processes from the outset to ensure product quality and efficiency. Notable contributions from research institutes highlight scalable applications in process chemistry. The Scripps Research Institute, particularly through the laboratory of , has pioneered scalable total syntheses of complex natural products, such as ingenol and , enabling practical production routes that address challenges in yield and complexity for potential therapeutic agents. In process chemistry, the integration of (AI) and (ML) is transforming synthetic route prediction and process optimization. Tools like RXN for Chemistry employ transformer-based models to perform retrosynthesis, predicting multi-step synthetic pathways from target molecules with high accuracy, enabling chemists to explore thousands of potential routes rapidly. Similarly, AI-driven real-time optimization uses sensor data and ML algorithms to adjust process parameters dynamically, such as and flow rates in continuous manufacturing. These digital advancements address longstanding challenges in route scouting and scale-up by providing predictive insights that minimize trial-and-error experimentation. Sustainability efforts are advancing through the integration of carbon capture technologies directly into chemical processes, known as reactive capture, where CO2 is captured and converted in a single step without intermediate purification, enhancing efficiency in industries like . Concurrently, principles are gaining traction with bio-based feedstocks, such as , which replace fossil resources in processes to produce platform chemicals like , closing material loops and reducing by 50-70% compared to routes. These approaches promote and , with examples including mass-balance allocation systems that blend bio-feedstocks into existing production chains for scalable implementation. Regulatory frameworks are evolving to support these innovations, exemplified by the U.S. Food and Drug Administration's (FDA) 2023 Advanced Manufacturing Technologies Designation Program, which incentivizes the adoption of modular facilities and continuous manufacturing to enhance pharmaceutical and product quality. This initiative provides expedited review pathways for technologies like plug-and-play modular reactors, facilitating faster deployment in response to global demands. Post-2020 supply chain disruptions, particularly during the , accelerated process chemistry adaptations for rapid scaling, as seen in mRNA vaccine production where lipid nanoparticle formulation and purification processes were optimized to deliver over 3 billion doses of Comirnaty in 2021 through decentralized manufacturing networks. These efforts highlighted the need for flexible, resilient processes to mitigate bottlenecks in raw materials and , influencing broader trends toward localized production in process chemistry. Emerging trends also emphasize computational chemistry's role in process design, with neural network potentials enabling faster simulations of molecular interactions to predict reaction outcomes and material properties, as demonstrated in recent advancements that accelerate discovery by orders of magnitude. In personalized medicine, process chemistry is shifting toward on-demand synthesis using flow reactors and 3D-printed devices to produce patient-specific drug formulations, such as customized dosages of biologics, integrating genomic data for targeted therapies. These developments, underrepresented in traditional frameworks, underscore a move toward data-driven, individualized chemical paradigms.

References

  1. [1]
    Introduction: Process Chemistry | Chemical Reviews
    Process chemistry is the practical application of organic synthesis. For a chemical process to be functional on large scales, it not only needs to be robust and ...
  2. [2]
    Process Chemistry - American Chemical Society
    Process chemists take compounds that were discovered by research chemists and turn them into commercial products.
  3. [3]
    Pharmaceutical Process Chemistry
    Process chemistry involves development of practical, safe and cost effective processes for the synthesis of compounds selected to progress from research/ ...
  4. [4]
    Author Guidelines - American Chemical Society
    Process chemistry is the science that enables the safe, environmentally benign, and ultimately economical manufacturing of organic compounds that are ...
  5. [5]
    Introduction to Systematic Process Development - ACS Publications
    Nov 15, 2022 · The process development teams discover, invent, and engineer new physical chemical and biological transformations of matter that, integrated ...
  6. [6]
    Driving Aspirational Process Mass Intensity Using Simple Structure ...
    Apr 18, 2022 · An important metric for gauging the impact that a synthetic route has on chemical resources, cost, and sustainability is process mass ...
  7. [7]
    What Type of Reactions Do Process Chemists Use on Scale?
    Aug 17, 2006 · The article should also be of interest to those in business development in the fine chemicals industry, since it surveys the types of chemistry ...
  8. [8]
    CHAPTER 6: Continuous Crystallization of Bulk and Fine Chemicals
    Feb 13, 2020 · Fine chemicals are used as starting materials for specialty chemicals, particularly pharmaceuticals and agrochemicals.2 In the context of ...
  9. [9]
    Bulk Chemical - an overview | ScienceDirect Topics
    Bulk chemicals are mainly characterized by their undifferentiated character and large-scale production. In this case the selling price is the main purchasing ...Missing: agrochemicals | Show results with:agrochemicals
  10. [10]
    Analytical Control Strategies for Process Chemists - ACS Publications
    Feb 21, 2025 · There is an evident shift from purity to trace and minor impurities, whether organic, inorganic, solvents and those that are mutagenic/genotoxic ...
  11. [11]
    Q7A Good Manufacturing Practice Guidance for Active ... - FDA
    This document is intended to provide guidance regarding good manufacturing practice (GMP) for the manufacturing of active pharmaceutical ingredients (APIs)
  12. [12]
    Continuous Processing in the Manufacture of Active Pharmaceutical ...
    Sep 18, 2012 · It starts with “route scouting” to define the most favorable among a number of possible routes to reach a target molecule. It requires a ...
  13. [13]
    William Henry Perkin | Science History Institute
    In 1856 Perkin accidentally discovered mauvine—the first commercialized synthetic dye—and introduced a new era in the chemical industry.Missing: significance | Show results with:significance
  14. [14]
    Alfred Nobel | Science History Institute
    By the mid-19th century much more powerful explosives were being created by treating various organic substances with nitric acid.
  15. [15]
    Introduction to Ammonia Production - AIChE
    The first commercial ammonia plant based on the Haber-Bosch process was built by BASF at Oppau, Germany. The plant went on-stream on Sept. 9, 1913, with a ...
  16. [16]
    Wilhelm Ostwald – Facts - NobelPrize.org
    Wilhelm Ostwald studied the speeds of numerous chemical reactions, including reactions occurring in the presence of acids and bases.
  17. [17]
    Penicillin Production through Deep-tank Fermentation
    In the early 1940s Jasper Kane and his colleagues increased penicillin production incrementally as well as the drug's potency and purity, but the gains were ...
  18. [18]
    [PDF] Catalytic asymmetric synthesis - Nobel Prize
    Sharpless's chirally catalyzed oxidations. Parallell to the progress in catalytic asymmetric hydrogenations Barry Sharpless has developed chiral catalysts ...
  19. [19]
    The History of Green Chemistry - American Chemical Society
    1990s. This decade marked accelerated acceptance of pollution prevention and the establishment of green chemistry as a legitimate scientific field. The ...
  20. [20]
    Clean Air Act Requirements and History | US EPA
    Jun 5, 2025 · In 1970 congress designed the Clean Air Act to combat a variety of air pollution problems, and to tackle emerging pollution threats such as ...
  21. [21]
    The impact of the Clean Air Act - PMC - NIH
    The Clean Air Act, signed into law in1970 and strengthened in 1990, gave the federal government the authority to enforce regulations that limit air pollution.
  22. [22]
    Chemical reaction engineering, process design and scale-up issues ...
    On the other hand, they are often difficult to scale-up because of heat and mass transfer problems. In addition, they require significant intermediate storage ...
  23. [23]
    Scaling up continuous flow chemistry - Stoli Chem
    Feb 6, 2023 · We find that in flow chemistry, two major scale-up problems are heat transfer and mixing. Hence, the questions are how to maintain mixing and ...
  24. [24]
    From Batch to Continuous Chemical Synthesis—A Toolbox Approach
    A toolbox approach for the transfer of batch to continuous chemical synthesis is presented. The approach considers reaction kinetics (Type A, B, C), ...
  25. [25]
    Reactor design and selection for effective continuous manufacturing ...
    May 18, 2021 · The composition within the batch reactor changes with time, the residence time is uniform, and there is no flow through the process. These ...
  26. [26]
    Hazard and Operability Study (Process Safety) - ScienceDirect
    Hazard and operability study process safety refers to a systematic assessment method that evaluates process hazards and operational aspects to identify ...
  27. [27]
    Reduce Dust Explosions the Inherently Safer Way - AIChE
    This article is aimed at the development of a framework for dust explosion prevention and mitigation that explicitly incorporates the principles of inherent ...
  28. [28]
    Dow's Fire & Explosion Index Hazard Classification Guide, 7th Edition
    Based on Dow's Fire and Explosion Risk Analysis Program, the index provides a step-by-step, objective evaluation of the actual fire and explosion, as well as ...
  29. [29]
    Microreactors in chemical process intensification - ScienceDirect.com
    Sep 1, 2025 · Microreactors exhibit superior mass and heat transfer capabilities and enhanced safety due to their high surface-to-volume ratio and compact ...
  30. [30]
    Application of Microreactor Technology in Process Development
    Continuous processing in small reactors allows for better control of exothermic processing, creating a larger margin of safety for scale-up. Many of these ...
  31. [31]
    Chemical Process Safety | Techniques & Equipment - Mettler Toledo
    Chemical reactions, their progress, and the formation of by-products and impurities are usually controlled by the manipulation of parameters such as temperature ...
  32. [32]
    Managing Hazards for Scale Up of Chemical Manufacturing Processes
    Nov 20, 2014 · Scale up of chemical processes can introduce a variety of potential hazards including risk of thermal runaway and explosion.
  33. [33]
    (PDF) Safe chemical reaction scale up - Academia.edu
    Use of industrial grade materials introduces impurities that can alter reaction behavior and safety. Effective scaling emphasizes gradual addition over batch ...
  34. [34]
  35. [35]
    [PDF] Q8(R2) Guideline.pdf - ICH
    The Pharmaceutical Development section provides an opportunity to present the knowledge gained through the application of scientific approaches and quality risk.
  36. [36]
    Systems level roadmap for solvent recovery and reuse in industries
    Oct 22, 2021 · This review presents a systems-level approach including various methodologies that can be implemented to design and evaluate efficient solvent recovery ...
  37. [37]
    Solvent Recovery Explained: A Comprehensive Guide - GWSI
    In this industry recovering and reusing solvents helps chemical companies cut down on their costs of raw materials enhancing their profitability levels. This ...
  38. [38]
    [PDF] Waste Minimisation Guide for The Institution Of Chemical Engineers
    It will almost certainly be more cost-effective to minimise the amount of waste at source, since waste represents a loss of either raw materials, intermediates ...
  39. [39]
    Conversion Cost - Definition, Formula, How to Calculate?
    Oct 30, 2020 · Conversion Cost = Manufacturing Overheads + Direct Labour. Direct Labour = $3,00,000. Manufacturing Overheads = 10,000 (Equipment Depreciation) ...
  40. [40]
    Conversion costs definition - AccountingTools
    Jul 5, 2025 · Conversion costs are restricted to direct labor and manufacturing overhead, which are needed to convert raw materials into completed products.Missing: energy chemical
  41. [41]
    [PDF] Some phases of cost accounting in the chemical industry - eGrove
    labor, power, fuel, supplies and repairs. These costs are grouped as elements of “Conversion Cost.” Productive Labor. When one visits a chemical plant, the ...Missing: components energy
  42. [42]
    Aspen Plus | Leading Process Simulation Software - AspenTech
    Aspen Plus is a best-in-class simulation software for chemicals, polymers, life sciences, and sustainability, with integrated modeling for economic, energy, ...
  43. [43]
    Unlock Precision In Process Modeling Using Aspen Plus
    Jul 8, 2024 · Aspen Plus is a process modeling program used to simulate and optimize processes, create models, and design new processes.
  44. [44]
    Error
    **Summary:**
  45. [45]
    In-House Production vs. Outsourcing: Weighing the Pros and Cons
    Aug 19, 2025 · Outsourcing labor-intensive or non-core activities for greater cost savings so that in-house manufacturing capabilities can be devoted to areas ...Missing: chemistry | Show results with:chemistry
  46. [46]
    Contract manufacturing vs in-house production - IDBS
    Oct 10, 2024 · Contract manufacturing can be a more cost-effective option for companies looking to reduce upfront capital expenditures and minimize ongoing ...
  47. [47]
    The Atom Economy—A Search for Synthetic Efficiency - Science
    The Atom Economy—A Search for Synthetic Efficiency. BM TrostAuthors Info & Affiliations. Science. 6 Dec 1991.Missing: original | Show results with:original
  48. [48]
    Bridging Education and Process Design with Atom Economy via ...
    Jul 11, 2025 · (1) Atom economy quantifies how efficiently a reaction incorporates reactant atoms into the desired product. Despite its conceptual simplicity, ...
  49. [49]
    Using Data Analysis To Evaluate and Compare Chemical Syntheses
    A freely available tool for systematically evaluating chemical syntheses. By processing and visualizing chemical data, the impact of past changes is uncovered.
  50. [50]
    When Yield Prediction Does Not Yield Prediction: An Overview of ...
    Dec 20, 2023 · Any decrease in yield in a single step can drastically influence the overall success of the synthesis.
  51. [51]
    Technological Innovations in Photochemistry for Organic Synthesis
    Aug 10, 2021 · The volume-time output (VTO), which is the productivity of a chemical step in relation to its reactor space and has to be <1 for industrial ...<|separator|>
  52. [52]
    Understanding flow chemistry for the production of active ...
    Mar 18, 2022 · For this continuous step, the volume time output (VTO) was recorded to be 8.962 × 10−7 m3hKg−1 (VTO <1 is preferred). In the final step ...
  53. [53]
    ChemProject: A Valuable, Easy-To-Use Tool for COGS Calculations ...
    It allows the calculation of required material amounts and their costs for a given amount of final product, based on the known bill of materials per step.
  54. [54]
    Cost Estimates for New Molecules | Organic Process Research ...
    The price of raw materials, intermediates, or reagents is notoriously fluid, being dependent on supplier, amount purchased, quality, lead time, and (often the ...
  55. [55]
    Calculate the production costs of your own process - ScienceDirect
    Production costs are calculated by considering major steps, including Capital and Operating Expenditure, and the total cost should be the minimum.
  56. [56]
    Three Modules Incorporating Cost Analysis, Green Principles, and ...
    Nov 16, 2016 · Atom economy (AE) and environmental factor (E factor) are the two prime green chemistry metrics used. The principles and the metrics drive the ...
  57. [57]
    The E factor 25 years on: the rise of green chemistry and sustainability
    Sep 30, 2016 · The E factor 25 years on: the rise of green chemistry and sustainability. R. A. Sheldon, Green Chem., 2017, 19, 18 DOI: 10.1039/C6GC02157C. To ...
  58. [58]
    The E Factor: fifteen years on - Green Chemistry (RSC Publishing)
    The purpose of this perspective is to review the effect that the E Factor concept has had over the last fifteen years on developments in the (fine) chemical ...
  59. [59]
    Why Process Mass Intensity Is Used in the Pharmaceutical Industry ...
    May 12, 2011 · Process Mass Intensity (PMI): A Holistic Analysis of Current Peptide Manufacturing Processes Informs Sustainability in Peptide Synthesis.Introduction · The Philosophical Argument... · The Scientific Argument for...
  60. [60]
    Guidelines based on life cycle assessment for solvent selection ...
    Feb 12, 2014 · The aim of this paper is to develop guidelines in order to assist in decision making with respect to treatment options of waste solvents.
  61. [61]
    Resource-Efficient Solvent Utilization: Solvent Selection Criteria ...
    Dec 1, 2024 · The solvent selection usually involves some trade-off between conflicting factors, often driven by valid technical, economic, and logistical ...
  62. [62]
    Presidential Green Chemistry Challenge: 2010 Greener Reaction ...
    Jul 31, 2025 · Codexis, developed an enzymatic synthesis for sitagliptin (Januvia) that reduces waste, improves yield and safety, and eliminates a metal ...Missing: decarboxylation ee
  63. [63]
    Active Ingredient in Aspirin Turns 125 This Year | Bayer Global
    Aug 5, 2024 · Acetylsalicylic acid, the active ingredient in Aspirin, was first synthesized in a pure and shelf-stable form 125 years ago.
  64. [64]
    [PDF] Pain Relief for Everybody: Large scale production of aspirin Aspirin
    A good yield would be about 5 to 6 grams and the remaining solution is discarded. FIGURE 2: A Typical Large-Scale Process Flow Diagram for Aspirin. Large-scale ...
  65. [65]
    Inside the Chemistry: Industrial Production Process of Aspirin
    Aug 11, 2025 · Typical yields from the process range from 85% to 95%, with yields based on feedstock quality and processing conditions. The primary by-product ...Missing: modern | Show results with:modern
  66. [66]
    Presidential Green Chemistry Challenge: 1997 Greener Synthetic ...
    Mar 26, 2025 · Innovation and Benefits: BHC Company developed an efficient method to make ibuprofen, a commonly used painkiller, using only three steps ...
  67. [67]
    Early Industrial Roots of Green Chemistry and the history of the BHC ...
    Oct 25, 2017 · The first step of the BHC ibuprofen process that team developed includes the use of HF as a recycled catalyst/solvent, in a continuous ...
  68. [68]
    The Influence of Ziegler-Natta and Metallocene Catalysts on ...
    Therefore, some research activities are focusing on sustainable polyolefin production that can save on energy and raw material consumption for future ...
  69. [69]
    A Ziegler-type spherical cap model reveals early stage ethylene ...
    Aug 24, 2022 · A Ziegler-type spherical cap model reveals early stage ethylene polymerization growth versus catalyst fragmentation relationships.
  70. [70]
    Vanillin from Lignin-Chemicals Platform: An Overview on Current ...
    Oct 11, 2025 · This two-stage production process, tested using a whole-cell reaction, resulted in a vanillin yield of 68% starting from ferulic acid in 8 h ...
  71. [71]
    [PDF] PROCESS FOR THE PREPARATION OF VANILLIN FROM ... - CORE
    The Reidel process forms part of the Rhone Poulenc route for manufacturing vanillin and ethyl vanillin and is currently the major commercial process used for ...
  72. [72]
    Bulk Chemicals vs. Fine Chemicals: The Difference
    Apr 28, 2021 · Bulk chemicals are standardized, produced in large quantities for general use, while fine chemicals are complex, produced in limited quantities ...
  73. [73]
    Essential Ingredients - CHEManager Online
    Fine chemicals are normally produced in limited quantities (less than 1,000 tons/year) and sold for more than $10/kg with established product specifications.Missing: kilos | Show results with:kilos
  74. [74]
    Lessons Learned during 50 kg Manufacturing of Suzuki–Miyaura ...
    Aug 18, 2025 · This study presents the lessons learned from scaling up the Suzuki–Miyaura coupling reaction to a 50 kg scale. The reaction conditions were ...
  75. [75]
  76. [76]
    Proline Catalysed Aldol Reaction Related with Organocatalysis
    When compared to (transition) metal catalysts, the advantages of organocatalysts include their lack of sensitivity to moisture and oxygen, their quick ...
  77. [77]
    Recent Developments in the Synthesis of Supported Catalysts
    The two-solvent impregnation method, also known as the double-solvent technique, offers an alternative to ensure no material ends up at the outer surface of the ...
  78. [78]
  79. [79]
    Recyclable Nanostructured Catalytic Systems in Modern ... - MDPI
    The main problem of such systems is related to leaching of the palladium which limits the reuse of the catalyst. On the other hand many reactions being ...<|control11|><|separator|>
  80. [80]
    Immobilized Lipases in the Synthesis of Short-Chain Esters - MDPI
    Among the possible enzymes that may be useful as biocatalysts for ester production, lipases stand out. Lipases catalyze in vivo metabolism of glycerides to ...Immobilized Lipases In The... · 2. Discussion · 2.9. Biocatalysts On...
  81. [81]
    LIPASES AND LIPASE-CATALYZED ESTERIFICATION ...
    Feb 3, 2007 · The use of lipases in esterification reactions to produce industrially important products such as emulsifiers, surfactants, wax esters, chiral ...<|control11|><|separator|>
  82. [82]
    Biocatalyst Development by Directed Evolution - PMC - NIH
    Directed evolution has become the most important tool for improving critical traits of biocatalysts such as thermostability, activity, selectivity, and ...
  83. [83]
    Directed Evolution of Lipases and Esterases - ScienceDirect.com
    This chapter describes the directed evolution of lipases and esterases. Directed evolution has emerged as a powerful tool to improve biocatalysts as well as ...Missing: esterification | Show results with:esterification
  84. [84]
    Advancing Enzyme-Directed Evolution with CRISPR Technology
    CRISPR technology provides a new pathway for enzyme-guided evolution to select and diversify proteins in mammalian cells, thereby accelerating innovative ...Missing: biocatalysis | Show results with:biocatalysis
  85. [85]
    Biocatalyzed Synthesis of Statins: A Sustainable Strategy for ... - MDPI
    Therefore, biocatalysis provides shorter processes, produces less waste, and reduces manufacturing costs and environmental impact. In this review, we will ...
  86. [86]
    Benefits of Continuous Flow Chemistry - Mettler Toledo
    Key reaction parameters such as mixing, heating, and residence time are more precisely controlled, leading to improved product yield and impurity control. Wider ...
  87. [87]
    Strategic Application of Residence‐Time Control in Continuous ...
    May 20, 2015 · Residence time is one of the key parameters of continuous-reaction technology, as it directly influences reaction rate, conversion, and product ...Abstract · Introduction · Residence-Time-Controlled... · Summary and Outlook
  88. [88]
    Continuous Flow Biocatalysis - PMC - NIH
    This Review explores continuous flow biocatalysts with emphasis on new technology, enzymes, whole cells, co-factor recycling, and immobilization methods
  89. [89]
    Flow biocatalysis 101: design, development and applications
    Feb 3, 2021 · Biocatalyzed reactions in flow can benefit from improved productivity thanks to enhanced mass transfer and better control of the reaction ...
  90. [90]
    [PDF] Unlocking the Potential of Flow Biocatalysis with Enzyme ... - CHIMIA
    Abstract: Flow biocatalysis combines the superior selectivity and sustainability of enzymes with the flexibility, automation potential, and enhanced ...
  91. [91]
    MIT and Novartis in new partnership aimed at transforming ...
    Sep 28, 2007 · "The Novartis-MIT Center for Continuous Manufacturing has the potential to revolutionize drug development and production," said Susan Hockfield, ...
  92. [92]
    Institute for Chemical and Bioengineering (ICB) - D-CHAB
    We provide all students with the knowledge necessary for the development, design and the operation of industrial processes used in the production and processing ...
  93. [93]
    Our Science: Pharmaceutical Development - Pfizer
    Mar 13, 2025 · Pfizer Research & Development is a key contributor to scientific breakthroughs, with more than 414 million patients reached globally with our medicines and ...Research Sites · Product Pipeline · Oncology · Antimicrobial Resistance (AMR)
  94. [94]
    R&D locations - GSK
    Our worldwide R&D network of sites includes strategic global hubs in US, UK, Belgium and key expert facilities in Italy and Spain.Missing: API | Show results with:API
  95. [95]
    ACS GCI Pharmaceutical Roundtable
    The ACS GCI Pharmaceutical Roundtable (GCIPR) is the leading organization dedicated to catalyzing green chemistry and engineering in the global pharmaceutical ...ACS GCI Pharmaceutical... · Reagent Guides · Analytical Chemistry · About
  96. [96]
    Funding for the chemicals strategy - European Commission
    Funding for the chemicals strategy comes from the Recovery and Resilience Facility, InvestEU, Cohesion Policy Funds, LIFE, and Horizon Europe.
  97. [97]
    Pharmaceutical Engineering, MS, Master's - Northeastern University
    Students will also gain a strong understanding of Quality by Design (QbD) and its importance in FDA review. The program is full-time and non-thesis based. ...
  98. [98]
    Natural product synthesis in the age of scalability - RSC Publishing
    Dec 16, 2013 · Natural product synthesis in the age of scalability. Christian A. Kuttruff a, Martin D. Eastgate b and Phil S. Baran *a
  99. [99]
    Thieme trains IBM RXN for Chemistry with high-quality data
    Dec 3, 2021 · IBM and Thieme Chemistry collaborate to build AI models for chemical reactivity using publicly available reaction data.
  100. [100]
    Process Optimization and Efficiency in the Chemical Industry
    improving yield, ...2. Ai-Driven Process... · 3. Digital Twins: Modeling... · B. Chemometrics: Data Behind...
  101. [101]
    Real-time optimization of a chemical plant with continuous flow ...
    This paper shows the successful RL applications in a continuous process and the high applicability of SAC in both low-dimension and high-dimension environments.
  102. [102]
    Reactive CO2 capture: A path forward for process integration in ...
    Apr 19, 2023 · We define processes that integrate CO 2 capture and CO 2 conversion without going through a purified CO 2 intermediate stream as “reactive capture.”
  103. [103]
    Fermentation for the production of biobased chemicals in a circular ...
    Jul 21, 2022 · This article provides an overview of currently available fermentation technologies that have the potential to play a role in the production of biobased bulk ...
  104. [104]
    [PDF] ENABLING A CIRCULAR ECONOMY FOR CHEMICALS WITH THE ...
    Here, the bio-feedstock is mixed with conventional fossil-based feedstock at the very beginning of the production chain and then allocated to selected products ...
  105. [105]
    [PDF] Advanced Manufacturing Technologies Designation Program - FDA
    Advanced manufacturing is a general term for an innovative pharmaceutical manufacturing approach or technology that has the potential to improve the ...Missing: modular facilities
  106. [106]
    FDA Rounds Out 2023 with Advanced Manufacturing Technologies ...
    Dec 20, 2023 · The US Food and Drug Administration (FDA) has issued draft guidance detailing its new Advanced Manufacturing Technologies Designation Program.
  107. [107]
    Delivering 3 billion doses of Comirnaty in 2021 | Nature Biotechnology
    Feb 2, 2023 · Pfizer and BioNTech advanced Comirnaty from research to product, gaining authorization in December 2020 and manufacturing 3 billion doses by the end of 2021.Missing: disruptions | Show results with:disruptions
  108. [108]
    Operation Warp Speed: Accelerated COVID-19 Vaccine ...
    Feb 11, 2021 · Disruptions to manufacturing supply chains: Vaccine manufacturing supply chains have been strained by the global demand for certain goods and ...Missing: chemistry | Show results with:chemistry
  109. [109]
    New computational chemistry techniques accelerate the prediction ...
    Jan 14, 2025 · New computational chemistry techniques accelerate the prediction of molecules and materials. With their recently-developed neural network ...
  110. [110]
    Personalized medicine: perspectives on innovations and challenges ...
    Jul 10, 2025 · We examine breakthrough technologies such as 3D printing, microfluidics, flow chemistry, pharmacy-on-demand, continuous manufacturing, smart ...
  111. [111]
    Generative AI for computational chemistry: A roadmap to predicting ...
    Generative AI methods have made significant progress in sampling molecular structures across chemical species, developing force fields, and speeding up ...Generative Ai For... · 1.1. Computational Chemistry · 2. Generative Ai Methods For...<|separator|>