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

Start running calculations in minutes!

Our platform lets you submit, view, analyze, and share calculations using cutting-edge methods trusted by hundreds of leading scientists. We give every new user 500 free credits to start, plus more every week. Making an account and running your first calculation takes only seconds: start using Rowan today!

Start computing →

What to read next

Making FEP Better

Making FEP Better

RESP charges, per-ligand custom forcefields, & cofactors in FEP; natural transition orbitals and transition densities; probing LLM capabilities in folding proteins; design for nighthawks
Oct 20, 2026 · Corin Wagen, Eli Mann, Jonathon Vandezande, Ari Wagen, and Ishaan Ganti
Persistent Hydration Sites and Water Exchange in Daraxonrasib Simulations

Persistent Hydration Sites and Water Exchange in Daraxonrasib Simulations

A site can stay occupied even as individual water molecules come and go.
Oct 19, 2026 · Ishaan Ganti
Testing Binding-Affinity Prediction in Rowan

Testing Binding-Affinity Prediction in Rowan

Benchmarking single-point interaction energies and ML affinity models in Rowan's binding-affinity workflow on the JACS set, and how much pose optimization and pocket selection matter.
Oct 13, 2026 · Zachary Fried
Guided Inverse Folding with LLMs

Guided Inverse Folding with LLMs

Testing frontier LLMs on guided protein inverse folding, sequence diversity, and ligand-selective design.
Oct 7, 2026 · Ishaan Ganti
Organizations for Everyone

Organizations for Everyone

how organizations work; collaborating across teams; API keys; pricing
Oct 5, 2026 · Spencer Schneider and Ari Wagen
Binding Affinity Beyond Boltz-2

Binding Affinity Beyond Boltz-2

affinity vincit omnia; Rowan's new unified binding-affinity workflow; GNINA, AEV-PLIG, and Nesso-1; single-point interaction energies
Sep 25, 2026 · Zachary Fried and Corin Wagen
High-Throughput Virtual Screening

High-Throughput Virtual Screening

a new area for Rowan; expanding into HTVS through a new partnership with onepot; why we're excited, and how to get started
Sep 22, 2026 · Corin Wagen and Ari Wagen
Surface Energy

Surface Energy

cutting along Miller indices; Wulff constructions; nanoparticles; heterogeneous catalysis; CO dissociation reaction
Sep 3, 2026 · Jonathon Vandezande, Raphael Stone, and Ari Wagen
What We Learned from Our User Survey

What We Learned from Our User Survey

Results from our summer 2026 user survey: what's good & what we're excited to tackle next.
Aug 31, 2026 · Ari Wagen and Corin Wagen
2026 Intern Reflections

2026 Intern Reflections

Takeaways and other thoughts from each of our summer interns.
Aug 26, 2026 · Isaiah Sippel, Ishaan Ganti, Nick Casetti, and Raphael Stone