Gabe Gomes joined Carnegie Mellon University in 2022 in the Departments of Chemistry and Chemical Engineering. The Gomes Group research program focuses on the development of new chemical reactions, catalysts, and materials using and developing state-of-the-art machine learning and automated synthesis. Gomes' research rests at the interface between machine learning and organic chemistry, where he aims to develop new platforms for autonomous reaction discovery, with emphasis on catalysis. He was previously a postdoctoral research fellow at the University of Toronto in the Matter Lab, led by Professor Alán Aspuru-Guzik. While there, Gomes received a Banting Postdoctoral Fellowship to pursue his work titled “Designing Catalysts with Artificial Intelligence.”
Under the guidance of Professor Igor V. Alabugin, Gomes earned his Ph.D. in Fall 2018 from Florida State University, where he also was awarded the LASER Fellowship in 2014 and the 2016-2017 IBM PhD Scholarship. At FSU, his research was centered on the relationship between molecular structure and reactivity, focusing on the development and applications of stereoelectronic effects. His dissertation was entitled Controlling Chemical Reactivity with Stereoelectronic Effects." For his work at FSU, in 2018, Gomes was: awarded the FSU's Graduate Student Research and Creativity Award for his work in Computational Chemistry; awarded the ACS COMP Chemical Computing Group Excellence Award for his work on the mechanism of the Gold-Catalyzed Bergman Cyclization; selected for the CAS SciFinder Future Leaders Program; selected for the ACS ORGN Graduate Research Symposium.
Gomes received his B.Sc. in Chemistry from Federal University of Rio de Janeiro, Brazil under supervision of Professor Pierre Mothè Esteves, in 2013. His research at that university was focused on theoretical studies of electrophilic aromatic nitration via single electron transfer and a final project on the development of methane clathrates inhibitors. He also spent a year at the University of Lisbon, Portugal in an academic exchange researching reduced graphene oxides, with Professor Maria José Lourenço.
2018 Ph.D. Chemistry, Florida State University
2013 BS Chemistry, Federal University of Rio de Janeiro
Gomes selected to attend new Scialog: Automating Chemical Laboratories meeting
ChemE’s Gabe Gomes has been selected as a fellow to attend the new Scialog: Automating Chemical Laboratories meeting. This collaboration is a three-year initiative that aims to promote innovation in the chemical industry.
Data-driven Material Design
Annual Review Hosted at CMU
The Center for Data-Driven Design of Multifunctional Material Systems (D3OM2S) recently hosted 30 visitors from Air Force Research Laboratory (AFRL) and Air Force Office of Scientific Research (AFOSR).
Three faculty to work on AFRL projects
The Data-driven Discovery of Optimized Multifunctional Material Systems has announced two new projects made possible with support from the Air Force Research Laboratory. Both will focus on how machine learning can contribute to the development of functional soft materials. CEE’s Kaushik Dayal and MechE’s Carmel Majidi will collaborate on one of the projects, while ChemE’s Gabe Gomes will work on the other.
Student spotlight: Daniil Boiko
Daniil Boiko won the Russian school Olympics in chemistry and worked as a machine learning engineer for the second-largest Russian search engine. Now he is pursuing a Ph.D. in chemical engineering.
Gomes organizes symposium at ACS Spring 2023 meeting
ChemE’s Gabe Gomes was co-organizer and co-presider of the Machine Learning and AI for Organic Chemistry symposium at the American Chemical Society (ACS) Spring 2023 meeting. The symposium focused on the application of machine learning techniques to the understanding and prediction of chemical reactivity.
Bringing Chemistry to Life
Gomes talks chemistry, computers, and humans on podcast
ChemE’s Gabe Gomes was interviewed for the Bringing Chemistry to Life podcast. Gomes talked about his early opportunities in science, augmenting chemistry with machine learning, and how the Gomes Group is using new tools for research he wouldn't have thought possible a year ago.
Chemical & Engineering News
Gomes named to “Talented 12” rising stars in chemistry
ChemE’s Gabriel Gomes was named one of Chemical & Engineering News’ “Talented 12” rising stars in chemistry, which recognizes “early-career researchers in the chemical sciences who are fearlessly tackling difficult global problems.”
Scott Institute announces 2022 seed grants for five projects
The Scott Institute has announced its latest seed grant awards worth $1.42 million to five research projects led by CMU Engineering faculty.
Gomes group publishes article in first edition of Nature Synthesis
ChemE’s Gabe Gomes has published an article in Nature Synthesis on predictably activating C–H and C–C bonds for the synthesis of new materials remains a challenge within the synthetic community.