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Regioselectivity

Regioselectivity is a fundamental concept in organic chemistry that describes the preference of a chemical reaction to occur at one specific position or site within a molecule over alternative positions, resulting in the predominant formation of one regioisomer among possible products.^[1] This selectivity arises when an unsymmetrical reagent, such as HCl, reacts with an unsymmetrical substrate like propene, yielding primarily 2-chloropropane rather than 1-chloropropane as the major product.^[2] The phenomenon is governed by principles like Markovnikov's rule, which predicts that in electrophilic additions to alkenes, the hydrogen atom attaches to the carbon with more hydrogens, favoring the more stable carbocation intermediate.^[1] In broader terms, regioselectivity is influenced by factors such as steric hindrance, electronic effects, and the three-dimensional structure of the molecule, making it essential for controlling reaction outcomes in synthesis.^[3] For instance, in Diels-Alder reactions involving 1-substituted dienes, the "ortho/para" orientation rule directs the formation of specific cycloadducts, enhancing precision in constructing complex frameworks.^[3] Unlike stereoselectivity, which concerns the spatial arrangement of atoms (e.g., cis vs. trans), regioselectivity focuses on the constitutional differences in product orientation, though both contribute to overall reaction efficiency.^[1] A reaction is termed regiospecific if it yields only one regioisomer exclusively, while regioselective reactions produce a major product alongside minor alternatives.^[2] The importance of regioselectivity extends to advanced applications in polymer chemistry and catalysis, where achieving high regioregularity—complete preference for one positional isomer—improves material properties like conductivity in conjugated polymers.^[3] In catalytic oxidations within confined environments like zeolites, regioselectivity can be amplified compared to homogeneous conditions, directing reactions to specific carbon positions for selective functionalization.^[3] Understanding and manipulating regioselectivity through ligand design or reaction conditions remains a cornerstone of modern synthetic strategies, enabling the efficient assembly of pharmaceuticals and functional materials.^[3]

Fundamentals

Definition

Regioselectivity is a concept in organic chemistry describing the preferential formation of one regioisomer over others in a reaction involving an unsymmetrical substrate, where the reaction occurs at one specific constitutional position rather than alternative possible sites. This selectivity arises when multiple orientations of bond formation or breaking are feasible, but one direction predominates due to thermodynamic or kinetic factors, leading to a mixture where the favored product constitutes a significant majority—potentially up to 100% in highly selective cases. The term encompasses a range of reactions, originally focused on additions to unsymmetrical alkenes but now broadly applied to various transformations in organic synthesis.^[4] Regioisomers are a subclass of constitutional isomers, characterized by having identical molecular formulas and overall connectivity but differing in the precise position of functional groups, double bonds, or other structural features within the carbon skeleton. For instance, in aromatic substitution, ortho- and para-substituted products represent regioisomers of a monosubstituted benzene derivative. This positional variation can significantly influence the compound's physical properties, reactivity, and biological activity, making regioselectivity a critical consideration in synthetic design to target specific isomers efficiently.^[5] A basic illustration of regioselectivity can be seen in the protonation step of an unsymmetrical alkene, such as propene (CH₃CH=CH₂). Here, the proton (H⁺) may add to either the terminal carbon (C1) or the substituted carbon (C2), potentially yielding a primary carbocation (CH₃CH₂CH₂⁺) or a secondary carbocation (CH₃CH⁺CH₃), respectively. Due to the inherent stability differences between these intermediates, the reaction favors protonation at C1, resulting in the secondary carbocation and thus one predominant regioisomeric pathway over the alternative.^[6] The term "regioselectivity" was coined in 1968 by Alfred Hassner to provide a precise nomenclature for the orientation effects observed in addition and elimination reactions, including cycloadditions and ring openings, distinguishing it from stereoselectivity which pertains to spatial arrangements rather than positional preferences.^[7]

Relation to Other Selectivity Concepts

Regioselectivity is one of several key selectivity concepts in organic chemistry that guide reaction outcomes, but it specifically addresses the preferential formation of one constitutional isomer (regioisomer) over another possible positional variants. This contrasts with stereoselectivity, which favors one stereoisomer (such as diastereomers or enantiomers) based on spatial arrangement rather than connectivity. Chemoselectivity, on the other hand, involves the preferential reactivity of one functional group over others in a multifunctional molecule, without necessarily producing regioisomers. Enantioselectivity represents a subset of stereoselectivity, emphasizing the asymmetric preference for one mirror-image enantiomer in reactions involving chiral centers or environments.^[8]^[7] The distinctions among these concepts are summarized in the following table:

Selectivity Type	Primary Focus	Preferred Products/Isomers
Regioselectivity	Positional orientation of bond formation or breaking	One constitutional (regio)isomer over others
Chemoselectivity	Preference among distinct functional groups	Reaction at one functional group, yielding distinct products
Stereoselectivity	Spatial (three-dimensional) arrangement	One stereoisomer (e.g., diastereomer) over another
Enantioselectivity	Chiral bias in stereoisomer formation	One enantiomer over its mirror image

These selectivity types often coexist within the same reaction, where regioselectivity determines the site of reaction while stereoselectivity governs the configuration at that site; for example, epoxide ring-opening reactions under basic conditions exhibit regioselectivity by favoring nucleophilic attack at the less substituted carbon and stereoselectivity through inversion of configuration at the attacked carbon.^[9] In organic synthesis, mastery of regioselectivity is essential for predicting product distributions and designing pathways that minimize isomer mixtures, thereby enabling precise control over molecular architecture and reducing ambiguity in identifying target compounds.^[10]

Key Principles

Markovnikov's Rule

Markovnikov's rule is a foundational principle in organic chemistry that predicts the regioselectivity of electrophilic addition reactions involving hydrogen halides (HX, where X is a halogen) and unsymmetrical alkenes. It states that in such additions, the hydrogen atom from HX adds to the carbon of the double bond that already has more hydrogen atoms attached, while the halogen atom adds to the carbon with fewer hydrogen atoms. This rule ensures the formation of the more stable alkyl halide product. The rule was first proposed by Russian chemist Vladimir Vasilyevich Markovnikov in his 1869 doctoral thesis at Kazan University, based on empirical observations of reactions between unsaturated hydrocarbons and hydrogen halides.^[11]^[12] The underlying mechanism of Markovnikov addition proceeds via a two-step electrophilic addition process. First, the alkene's π-bond attacks the electrophilic hydrogen of HX, forming a carbocation intermediate at the more substituted carbon, which is more stable due to hyperconjugation and inductive effects from adjacent alkyl groups (e.g., a secondary carbocation is preferred over a primary one). In the second step, the halide ion (X⁻) attacks the carbocation, yielding the product. For example, the addition of HX to propene (CH₃CH=CH₂) generates a secondary carbocation at the middle carbon, leading predominantly to 2-halopropane (CH₃CHXCH₃), rather than the primary carbocation-derived 1-halopropane (CH₃CH₂CH₂X). This carbocation pathway explains the rule's regioselectivity, as the transition state leading to the more stable intermediate has lower energy.^[13]^[14] In practice, Markovnikov addition exhibits high regioselectivity, with the predicted product often comprising more than 95% of the mixture in favorable cases, such as when the carbocation stability difference is significant (e.g., secondary vs. primary). This selectivity can be inverted under free radical conditions, such as in the presence of peroxides for HBr additions, yielding the anti-Markovnikov product, though this mechanism differs fundamentally from the ionic pathway of the classical rule.^[14]

Other Classical Rules

Baldwin's rules, proposed in 1976, offer empirical guidelines for predicting the feasibility of ring closure reactions involving reactive intermediates like enolates, radicals, and carbocations. These rules categorize cyclizations based on the hybridization of the reacting center (trigonal, tetrahedral, or digonal) and the trajectory of the bond formation (exo or endo relative to the ring). Favored processes minimize torsional strain in the transition state; for instance, 5-exo-tet cyclizations are preferred over 5-endo-tet due to reduced eclipsing interactions in the exo approach.^[15] In Baeyer-Villiger oxidations, regioselectivity follows the migratory aptitude of the substituents adjacent to the ketone carbonyl, with the empirical order tertiary alkyl > secondary alkyl ≈ aryl > primary alkyl > methyl, reflecting the group's capacity to bear positive charge during migration. For acetophenone, peracid oxidation yields phenyl acetate as the major product, with the aryl group migrating preferentially:

\ce{C6H5C(O)CH3 + RCO3H -> C6H5OC(O)CH3 + RCO2H + H2O}

This outcome aligns with the higher aptitude of phenyl over methyl. These classical rules function as practical, empirical tools for forecasting regioselectivity across diverse reaction types, from cyclizations to oxidations, though their application is context-specific.

Influencing Mechanisms

Electronic Factors

Electronic factors govern regioselectivity by influencing the electron density distribution and the energetic preferences of transition states or intermediates through orbital overlap, charge stabilization, and polarization effects. In pericyclic reactions like the Diels-Alder cycloaddition, frontier molecular orbital theory explains regioselectivity via the interaction between the highest occupied molecular orbital (HOMO) of the diene and the lowest unoccupied molecular orbital (LUMO) of the dienophile, where the largest orbital coefficients dictate the favored orientation for bond formation. This coefficient matching, as articulated by Fukui, leads to "ortho-like" or "para-like" adducts in unsymmetrical cases by maximizing stabilization from secondary orbital interactions.^[16] The relative stability of ionic intermediates significantly drives regioselectivity in reactions involving carbocations or carbanions. For carbocations, tertiary positions are preferred over primary due to enhanced stabilization from hyperconjugation, where adjacent C-H σ bonds donate electron density to the empty p-orbital, and inductive effects from alkyl groups, though recent analyses show alkyl substituents are mildly electron-withdrawing inductively but hyperconjugation overwhelmingly compensates for stability. This ordering—tertiary > secondary > primary—determines regioselective pathways in solvolysis or addition reactions. Similar electronic principles apply to anions, where electron-withdrawing groups stabilize negative charge through inductive withdrawal or resonance delocalization.^[17]^[18]^[19] Polarization effects from substituents manifest prominently in electrophilic aromatic substitution, where directing groups alter ring electron density via resonance. Ortho /para directors like alkoxy groups increase negative charge density at ortho and para positions through resonance donation, facilitating electrophile attack there, while meta directors such as nitro groups concentrate the highest negative charge at the meta position, as revealed by charge distribution analyses. This resonance-driven polarization ensures regioselective product formation without invoking simplistic donor-acceptor classifications.^[20] In allylic systems, charge delocalization via resonance exemplifies electronic control over regioselectivity, as the positive charge in an allyl carbocation spreads across the π framework, rendering terminal carbons equivalent in reactivity. The key resonance structures are:

\ce{CH2=CH-CH2^+ \leftrightarrow ^{+}CH2-CH=CH2}

This delocalization, contributing approximately 20 kcal/mol to stability, influences regioselective allylic rearrangements or substitutions by favoring paths that maintain the resonant intermediate.^[21] Quantum chemical methods, particularly density functional theory (DFT), offer insights into electronic factors by predicting regioselectivity ratios through transition state energy calculations, often reproducing experimental selectivities for cycloadditions and substitutions with high accuracy. Such computations highlight how subtle differences in orbital energies or charge distributions dictate product ratios. This electronic preference is exemplified in applications like Markovnikov's rule for alkene protonation, where the more substituted carbocation forms preferentially.^[22]

Steric and Conformational Factors

Steric hindrance plays a pivotal role in regioselectivity by impeding the approach of reagents to more congested sites in a molecule, often directing reactions toward less substituted positions. In alkene additions, such as the radical addition of thiols to 1-alkenes (H₂C=CHR), the steric bulk of the R-substituent correlates with the Taft steric parameter (Eₛ), favoring anti-Markovnikov addition at the terminal carbon to minimize repulsion in the unsymmetrical transition state.^[23] Similarly, in hydroboration of alkenes, the bulky borane reagent (e.g., 9-BBN) preferentially adds boron to the less hindered terminal carbon of terminal alkenes, enhancing regioselectivity over electronic factors alone due to increased steric crowding.^[24] Conformational control further governs regioselectivity in cyclic systems, where preferred ring geometries dictate accessible transition states. For instance, in epoxide ring-opening reactions within polycyclic frameworks, chair-like conformations typically favor exo-selective openings, forming smaller tetrahydrofuran rings via spiro transition states, as these minimize strain compared to boat-like states required for endo selectivity.^[25] In cyclohexene oxide, nucleophilic ring opening under basic conditions proceeds preferentially through a trans-diaxial pathway, where the axial approach aligns with the chair conformation to avoid excessive steric interactions in the transition state. Steric effects can override electronic preferences, inverting expected regioselectivity and leading to high selectivity ratios. In the Mizoroki-Heck reaction involving methyl acrylate insertion into Pd-aryl bonds, bulky ligands such as 2,6-di(isopropyl)phenyl groups destabilize the electronically favored 2,1-insertion transition state by ~9 kJ/mol, resulting in ~90% yield of the sterically preferred 1,2-insertion product.^[26] This inversion highlights how physical bulk can dominate over charge distribution, complementing electronic influences in overall selectivity. According to transition state theory, regioselectivity arises from the lower energy pathway that minimizes steric repulsions, such as 1,3-diaxial interactions in cyclic transition states. In aldol reactions following the Zimmerman-Traxler model, E-enolates favor anti-1,2 products because the transition state positions substituents pseudo-equatorially, reducing 1,3-diaxial clashes between the aldehyde R group and enolate moieties compared to the syn pathway.^[27] These minimized interactions lower the activation energy, enhancing the kinetic preference for the observed regioisomer.

Reaction Examples

Addition Reactions

Addition reactions to unsaturated bonds exemplify regioselectivity, where the orientation of addition is dictated by electronic and steric factors, often following classical rules like Markovnikov's. In electrophilic additions, such as the acid-catalyzed hydration of alkenes, the proton from the acid adds to the less substituted carbon of the double bond, forming a carbocation at the more substituted position; subsequent nucleophilic attack by water yields the Markovnikov alcohol product, with the hydroxyl group on the more substituted carbon.^[28] For instance, hydration of propene primarily produces 2-propanol rather than 1-propanol, reflecting the stability of the secondary carbocation intermediate over the primary one.^[29] This process is highly regioselective, typically achieving greater than 95% yield of the Markovnikov product in simple cases due to the energetic preference for the more stable carbocation.^[28] Nucleophilic additions to conjugated systems, particularly α,β-unsaturated carbonyl compounds like enones, demonstrate competing regioselectivities between 1,2-addition at the carbonyl and 1,4-conjugate addition at the β-carbon. Under kinetic control, employing hard nucleophiles such as Grignard reagents at low temperatures, the 1,2-addition predominates because the direct attack on the electrophilic carbonyl is faster, often with selectivities of 80-95% favoring the allylic alcohol product.^[30] For example, methylmagnesium bromide adds to cyclohexenone primarily at the carbonyl carbon, yielding 1-methylcyclohex-2-en-1-ol as the kinetic product.^[31] In contrast, thermodynamic control, achieved with softer nucleophiles or under equilibrating conditions, shifts selectivity toward the 1,4-adduct, where the enolate is protonated to restore the carbonyl, providing the β-substituted ketone.^[30] This duality arises from the resonance-stabilized enolate intermediate, allowing reversion of the initial 1,2-adduct. Halogenation reactions in aqueous media, forming bromohydrins, also exhibit regioselectivity in unsymmetrical alkenes despite the anti addition stereochemistry. The electrophilic bromine forms a bromonium ion intermediate, and water then attacks the more substituted carbon, which bears greater positive charge character, placing the bromine on the less substituted carbon.^[32] For propene, this yields 1-bromopropan-2-ol as the major product with near-complete regioselectivity (>98%), avoiding the alternative 2-bromopropan-1-ol.^[32] The selectivity stems from the partial carbocation-like transition state during nucleophilic opening of the bromonium ion, aligning with electronic preferences similar to those in carbocation mechanisms.^[33]

Rearrangement and Cyclization Reactions

In the pinacol rearrangement, a vicinal diol undergoes acid-catalyzed dehydration to form a carbonyl compound, with regioselectivity governed by the migratory aptitude of the group antiperiplanar to the leaving water molecule in the intermediate carbocation.^[34] The order of migratory aptitude typically follows H > phenyl > tertiary alkyl > secondary alkyl > primary alkyl > methyl, leading to preferential migration of the more stable or electron-donating group, such as aryl over alkyl in unsymmetrical diols.^[34] For example, in the rearrangement of 1,2-diphenylethane-1,2-diol, a phenyl group migrates preferentially, yielding diphenylacetaldehyde in high yield under standard sulfuric acid conditions.^[35] This selectivity often exceeds 95% for the favored regioisomer when the diol is designed with clear aptitude differences, enabling predictable synthesis of aldehydes or ketones from complex polyols.^[34] The Diels-Alder cycloaddition exemplifies regioselectivity in pericyclic reactions, where unsymmetrical dienes and dienophiles combine to form cyclohexenes with specific substitution patterns dictated by frontier molecular orbital interactions.^[36] In reactions involving a 1-substituted diene and an electron-withdrawing-substituted alkene, the "ortho" orientation predominates, analogous to electrophilic aromatic substitution, resulting in the electron-donating and withdrawing groups being adjacent in the product.^[36] For instance, the reaction of 1-methoxybuta-1,3-diene with acrolein yields the 3-methoxycyclohexene-1-carbaldehyde (ortho product) as the major isomer, often with >90% regioselectivity under thermal conditions without catalysts.^[36] The endo rule, favoring approach with maximum orbital overlap, further reinforces this regiochemical preference in concerted transition states, though it primarily influences stereochemistry.^[36] In the Baeyer-Villiger oxidation, ketones are converted to esters or lactones via peracid insertion of oxygen, with regioselectivity determined by the migratory aptitude of the adjacent alkyl or aryl groups in the Criegee intermediate. The general reaction can be represented as:

\ce{R-C(=O)-R' ->[mCPBA] R-C(=O)-O-R'}

where the group with higher migratory aptitude (typically tertiary > secondary ≈ aryl > primary > methyl) migrates, inserting oxygen adjacent to the less substituted or more electron-rich carbon. For cyclohexanone, symmetric migration yields caprolactone quantitatively, but in 2-methylcyclohexanone, the tertiary carbon migrates preferentially, affording the 7-methyl-substituted lactone in >95% regioselectivity using m-chloroperbenzoic acid. This control is crucial for synthesizing complex lactones in natural product synthesis, with aptitudes correlating to the ability to stabilize positive charge during migration. In cyclization reactions leading to ring formation, such as halocyclizations or metal-catalyzed variants, regioselectivity can also be influenced by Baldwin's rules, which favor exocyclic over endocyclic closure based on steric and torsional factors in five- or six-membered rings.

Modern Considerations

Synthetic Control Methods

In organic synthesis, controlling regioselectivity is essential for directing reactions toward desired products, and synthetic methods have evolved to manipulate this through targeted interventions. Catalyst design plays a pivotal role by enabling the tuning of electronic and steric properties to favor specific addition pathways. For instance, ligand-modified transition metal catalysts can invert traditional regioselectivity patterns, such as achieving anti-Markovnikov addition in hydrofunctionalization reactions. A notable example is the use of rhodium-porphyrin complexes, which mediate the anti-Markovnikov hydrofunctionalization of terminal olefins by stabilizing key intermediates that direct the nucleophile to the less substituted carbon.^[37] This approach has been particularly effective for unactivated alkenes, enabling the formation of heterocycles like tetrahydrofurans with >97% regioselectivity under mild conditions (25°C), demonstrating how porphyrin ligands enhance the catalyst's ability to override Markovnikov tendencies.^[37] Protecting groups provide another powerful strategy for enforcing regioselectivity in multi-step syntheses, particularly with multifunctional substrates like polyols or aromatic systems. By temporarily masking reactive sites, these groups block undesired pathways, allowing selective functionalization at unprotected positions. In electrophilic aromatic substitution, for example, a directing protecting group such as tetrafluoropyridyl on phenols can influence the regiochemistry of halogenation, enabling substitution at remote positions that deviate from classical rules.^[38] This method is employed in multi-step syntheses through iterative protection-deprotection cycles to ensure precise control without altering the core reaction mechanism.^[38] Reaction conditions, such as temperature and solvent choice, offer kinetic and thermodynamic levers to modulate regioselectivity without modifying the substrate or catalyst. Lower temperatures favor kinetic products by limiting equilibration, while higher temperatures promote thermodynamic products through reversible pathways. A classic illustration is the addition of HBr to conjugated dienes like 1,3-butadiene, where low-temperature conditions (-80°C) yield predominantly the 1,2-addition product (kinetic control, ~80% selectivity), whereas elevated temperatures (40°C) shift to the 1,4-addition product (thermodynamic control, ~80% selectivity) due to allylic rearrangement.^[39] Solvent polarity further tunes this by stabilizing ionic intermediates; polar solvents enhance thermodynamic control by facilitating carbocation delocalization.^[39] Computational prediction has emerged as a proactive tool for designing regioselective pathways, leveraging density functional theory (DFT) and machine learning to forecast outcomes before experimentation. In the 2010s, semiempirical methods informed by DFT accurately predicted regioselectivity in electrophilic aromatic substitution reactions, achieving up to 95% success rates.^[40] Machine learning approaches, trained on reaction databases, extended this to broader predictions, such as site-selectivity in various reactions including hydroamination and cross-coupling, with top-3 accuracy of ~87% and top-5 of ~91%.^[41] These methods have streamlined the design of selective syntheses by integrating electronic factors into predictive algorithms.^[41]

Exceptions and Limitations

While classical rules like Markovnikov's predict regioselectivity based on carbocation stability in electrophilic additions, exceptions arise in radical-mediated processes, such as the addition of HBr to alkenes in the presence of peroxides, known as the Kharasch effect. This mechanism involves radical initiation by peroxide decomposition, leading to anti-Markovnikov orientation where hydrogen adds to the more substituted carbon and bromine to the less substituted one, as the bromine radical preferentially abstracts hydrogen from HBr due to bond strength considerations. Similarly, hydroboration of alkenes with borane (BH3) proceeds via a concerted, syn addition that favors anti-Markovnikov regioselectivity, with boron attaching to the less substituted carbon due to steric and electronic factors in the four-center transition state. Quantum mechanical effects can further deviate from predicted regioselectivity in certain reactions. For instance, quantum tunneling allows particles to penetrate energy barriers rather than surmount them, potentially favoring pathways to products disfavored under classical kinetics.^[42] Non-classical carbocations, such as cyclopropylcarbinyl ions, exhibit bridged structures that delocalize positive charge symmetrically across multiple carbons, affecting regioselectivity in ring-opening reactions and leading to predictable product outcomes from structural variations.^[43] Post-2010 research on directed C-H activation highlights ongoing variability in regioselectivity, particularly when weak coordinating groups are used to functionalize similar C-H bonds in complex arenes. For example, in palladium-catalyzed reactions of 1-substituted naphthalenes, directing groups can lead to mixtures at C-8 versus C-4 positions due to competing coordination modes, underscoring incomplete control in polysubstituted systems.^[44] This variability persists in aliphatic C(sp3)-H activations, where subtle conformational differences result in unpredictable site selection despite directing strategies.^[45] Predicting regioselectivity becomes limited when electronic, steric, and solvation factors compete, often yielding isomeric mixtures rather than high selectivity. In symmetric or near-symmetric substrates, such as disubstituted alkenes with balanced substituents, additions can produce 50:50 mixtures, as classical rules fail to differentiate pathways adequately.^[46] Computational models, while improving, still struggle with these cases due to the need for high-level quantum descriptors to capture dynamic effects, leaving gaps in forecasting outcomes for multifunctional molecules.^[47]

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Mar 22, 2017 · Kinetic and thermodynamic control in addition of HBr to dienes can give 1,2- and 1,4- products. How do we explain this?
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[PDF] Guiding Chemical Synthesis: Computational Prediction of the ... - arXiv
The prediction of the regioselectivity of CH functionalization is usually done using heuristic rules that can be found in most organic chemistry textbooks, such ...
[40]
Prediction of Organic Reaction Outcomes Using Machine Learning
Apr 18, 2017 · A combination of traditional reaction templates and machine learning enables the prediction of organic reaction products in silico using open source data from ...
[41]
Tunneling Control of Chemical Reactions: The Third Reactivity ...
The term denotes a tunneling reaction that passes through a high but narrow potential energy barrier, leading to formation of a product that would be disfavored ...
[42]
Taming nonclassical carbocations to control small ring reactivity
Jan 12, 2024 · Here, we show that such reaction outcomes can be controlled by subtle changes to the structure of nonclassical carbocation.
[43]
Transition-Metal-Catalyzed C–H Bond Activation for the Formation of ...
This minireview summarizes reactions that allow regioselective functionalization of 1-substituted naphthalenes based on directed C-H activation strategies.Missing: variability | Show results with:variability
[44]
Achieving Site-Selectivity for C–H Activation Processes Based on ...
Abstract. The ability to differentiate between highly similar C–H bonds in a given molecule remains a fundamental challenge in organic chemistry.Missing: post- | Show results with:post-
[45]
Computational tools for the prediction of site- and regioselectivity of ...
Mar 4, 2025 · Abstract. The regio- and site-selectivity of organic reactions is one of the most important aspects when it comes to synthesis planning.
[46]
No electron left behind: a rule-based expert system to predict ... - NIH
Among the most fundamental problems in organic chemistry is predicting the course and major products of arbitrary reactions. In addition to being a ...