Modeling Addition and Substitution Reactions

by Milca Pierre and Ari Wagen · Mar 20, 2025

This blog was written with friend of Rowan Milca Pierre. Milca is an undergraduate studying chemistry at the University of Massachusetts Lowell.

In this blog post, we'll be looking at an exercise from The Molecular Modeling Workbook for Organic Chemistry by Warren J. Hehre, Alan J. Shusterman, and Janet E. Nelson (Internet Archive, Amazon). Exercise 1 of chapter 13 looks at addition and substitution reactions, asking:

Unsaturated hydrocarbons undergo a variety of reactions. Experimentally, alkenes & alkynes undergo addition reactions whereas aromatic molecules, such as benzene, undergo substitution reactions instead. Why?

To answer this question, the workbook directs us to calculate the thermodynamics of each reaction. We'll be looking at two different sets of products (cyclohexane and benzene) and calculating the energy of the addition of bromine and corresponding substitution reaction for each.

Our goal is to determine which reactions are exothermic, which are endothermic, and by how much.

Figure 1: Addition and substitution reactions of cyclohexene and benzene with Br2

Figure 1: Addition and substitution reactions of cyclohexene and benzene with Br2

To quickly explore the thermodynamics of these reactions, we'll calculate the energy of each set of reactants and products using the AIMNet2 (ωB97M-D3) level of theory.

Cyclohexene + Br2

Here are the involved Rowan calculations:

Running these optimizations and plotting the thermodynamic change using Rowan's graph builder utility shows us that, although both the addition and substitution reactions are exothermic, the addition reaction is more exothermic. The addition reaction is, therefore, thermodynamically favored, accounting for the observation that "alkenes & alkynes undergo addition reactions."

Figure 2: Thermodynamics of the cyclohexene + Br2 addition and substitution reactions (transition states not modeled)

Figure 2: Thermodynamics of the cyclohexene + Br2 addition and substitution reactions (transition states not modeled)

Benzene + Br2

Here are the involved Rowan calculations:

The results of these calculations show that the addition reaction is endothermic, while the substitution reaction is exothermic. This means that the substitution reaction is thermodynamically favored, explaining the observation that "aromatic molecules, such as benzene, undergo substitution reactions."

Figure 3: Thermodynamics of the benzene + Br2 addition and substitution reactions (transition states not modeled)

Figure 3: Thermodynamics of the benzene + Br2 addition and substitution reactions (transition states not modeled)

To model these reactions' kinetics and predict which pathways would be kinetically favored, we would need to find and optimize each involved transition state. This would be a research project too large for a single blog post—these reactions are very solvent-dependent, may directly involve multiple solvent molecules or catalysts, and the transition-state structures are hard to find. We encourage the interested reader to see other sources looking at these reactions, including:

Figure 4: Computed transition-state structures of the benzene + Br2 substitution and addition reactions. Reproduced from figure 2 in Kong et. al (2011).

Figure 4: Computed transition-state structures of the benzene + Br2 substitution and addition reactions. Reproduced from figure 2 in Kong et. al (2011).

If you're interested in using Rowan to model your own reactions, you can do so through Rowan's web platform (it's free to make an account and get started). Happy computing!

Banner background image

What to Read Next

Ion Mobility, Batch Docking, Strain, Flow-Matching Conformer Generation, and MSA

Ion Mobility, Batch Docking, Strain, Flow-Matching Conformer Generation, and MSA

a diverse litany of new features: ion-mobility mass spectrometry; high-throughput docking with QVina; a standalone strain workflow; Lyrebird, a new conformer-generation model; and standalone MSAs
Nov 5, 2025 · Corin Wagen, Ari Wagen, Eli Mann, and Spencer Schneider
Using Securely Generated MSAs to Run Boltz-2 and Chai-1

Using Securely Generated MSAs to Run Boltz-2 and Chai-1

Example scripts showing how Boltz-2 and Chai-1 can be run using MSA data from Rowan's MSA workflow.
Nov 5, 2025 · Spencer Schneider and Ari Wagen
Lyrebird: Molecular Conformer Ensemble Generation

Lyrebird: Molecular Conformer Ensemble Generation

Rowan's new flow-matching conformer-generation model, with benchmarks.
Nov 5, 2025 · Eli Mann
Predicting Ion-Mobility Mass Spectra Through Rowan

Predicting Ion-Mobility Mass Spectra Through Rowan

An introduction to the field, how Rowan's approach works, and where it might be useful.
Nov 5, 2025 · Corin Wagen
BREAKING: BoltzGen Now Live on Rowan

BREAKING: BoltzGen Now Live on Rowan

a new foray into generative protein-binder design; what makes BoltzGen different; experimental validation; democratizing tools; running BoltzGen on Rowan
Oct 27, 2025 · Corin Wagen, Ari Wagen, and Spencer Schneider
The "Charlotte's Web" of Density-Functional Theory

The "Charlotte's Web" of Density-Functional Theory

A layman's guide to cutting your way through the web of DFT functionals, explaining GGAs, mGGAs, hybrids, range-separated hybrids, double hybrids, and dispersion corrections.
Oct 27, 2025 · Jonathon Vandezande
How to Design Protein Binders with BoltzGen

How to Design Protein Binders with BoltzGen

Step-by-step guides on how to run the BoltzGen model locally and through Rowan's computational-chemistry platform.
Oct 27, 2025 · Corin Wagen and Ari Wagen
Pose-Analysis Molecular Dynamics and Non-Aqueous pKa

Pose-Analysis Molecular Dynamics and Non-Aqueous pKa

what to do after docking/co-folding; Rowan's approach to short MD simulations; what's next for SBDD and MD; new ML microscopic pKa models
Oct 23, 2025 · Corin Wagen, Ari Wagen, Eli Mann, and Spencer Schneider
How to Predict pKa

How to Predict pKa

Five different theoretical approaches for acidity modeling and when you should use each one.
Oct 16, 2025 · Corin Wagen
Structure-Based Drug Design Updates

Structure-Based Drug Design Updates

enforcing stereochemistry; refining co-folding poses; running PoseBusters everywhere; computing strain for co-folding; PDB sequence input; 3D visualization of 2D scans
Oct 14, 2025 · Ari Wagen and Corin Wagen