Jason  Zhang

Jason Zhang

Scholar Title

MIT ChemE | Undergraduate Research and Innovation Scholar

Research Title

Improving Template-Based Retrosynthesis Predictions with Reaction Context

Cohort

2024–2025

Department

Chemical Engineering

Research Areas
  • Chemical Engineering
Supervisor

Klavs Jensen

Abstract

Predicting the yield of chemical reactions is important for considering the utility of a particular reaction. In particular, reactions in industry typically have both high yields and conversions. We propose to integrate reactivity models with the kinetic model of the palladium catalyzed Buchwald-Hartwig cross-coupling reaction to predict yields for those reactions. My specific role is determining if accounting for the solubility limit of the chemical species improves the integrated model. This research would aid in the reaction development process and improve our understanding of chemical reactions.

Quote

Through this SuperUROP, I want to use computational approaches to tackle chemistry problems. I wish to apply my classroom knowledge from chemistry and engineering to discover more accurate ways to predict the yields of reactions. I am excited about tackling reaction development from a computational angle, and I hope to improve my presentation skills and publish a paper after completing this program.

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