Draft:Gabe Gomes
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Gabe Gomes | |
|---|---|
| Born | Gabriel dos Passos Gomes |
| Education | Postdoctoral Fellow, University of Toronto, 2019–2021
Ph.D. in Chemistry, Florida State University, 2018 M.S. in Chemistry, Florida State University, 2016 B.S. in Chemistry, Federal University of Rio de Janeiro, 2013 |
| Occupation | Chemical engineer |
| Awards | 2020-2021 NSERC Banting Postdoctoral Fellowship 2018 ACS COMP Chemical Computing Group Excellence Award |
| Website | https://gomesgroup.andrew.cmu.edu/index.html |
Gabriel dos Passos Gomes is a Brazilian chemical engineer who studies the use of artificial intelligence in organic chemistry. He is an assistant professor of chemistry and chemical engineering at Carnegie Mellon University.
Early life and education
[edit]Gabriel Gomes grew up in Magé, Rio de Janeiro, Brazil.[1] In 2008 as an undergraduate student, Gomes began working with his professor on computational organic chemistry.[2]
Gomes continued his education in the Federal University of Rio de Janeiro,[3] where he obtained his B.Sc. in Chemistry in 2013 under the mentorship of Pierre Mothè Esteves.[4] He spent one year in an academic exchange at University of Lisbon, Portugal with Maria José Lourenço.[4] Then, in 2016 he earned his M.Sc. and in 2018, under the mentorship of Igor V. Alabugin he earned his Ph.D. in organic chemistry from Florida State University.[5][6]
Career
[edit]Gomes is an assistant professor at Carnegie Mellon University in chemistry and chemical engineering.[7] His research merges machine learning with organic chemistry to innovate in chemical reactions, catalyst, and materials.[4] Before joining Carnegie Mellon University, Gomes was awarded the Banting Postdoctoral Fellowship to continue his research on catalysts and artificial intelligence, while working with Alàn Aspuru-Guzik at the University of Toronto.[4][6] During his time at Florida State University, his research centered on the relationship between molecular structure and reactivity.[3] He conducted a research in Portugal at the University of Lisbon on reduced graphene oxides.[4] Gomes was named to Chemical & Engineering News' Talented Twelve in 2022, where he discussed his research on merging Artificial Intelligence and chemistry.[3][6]
Research
[edit]Gomes runs his own lab where he focuses on the development of catalyst design. His research aims to train computers with the ability to create catalysts and structures from scratch.[3]
Gomes group developed a software system called "Coscientist", where a non-organic intelligent system designed, planned and executed a chemistry experiment.[8] The system uses large language models (LLMs), including OpenAI’s GPT-4 and Anthropic Claude, to execute the full range of the experimental process with a simple, plain language prompt.[9][8][10][7]
Awards
[edit]In 2018 Gomes received the American Chemistry Society's COMP Chemical Computing Group Excellence Award.[11] In 2020, for his work at the University of Toronto, Gomes was awarded with the Banting Postdoctoral Fellowship for his project "Designing Catalyst with Artificial Intelligence".[12]
Selected publications
[edit]- Gomes, Gabe. "Autonomous chemical research with large language models", Nature 624, 2023, pg. #570-578.
- Gomes, Gabe. "A comprehensive discovery platform for organophosphorus ligands for catalysis", Journal of the American Chemical Society, 144, 2022, pg. #1205-1217.
- Gomes, Gabe. "Data-driven strategies for accelerated materials design", Accounts of Chemical Research 54, 2021, pg. #849-860.
Source:[13]
References
[edit]- ^ "Gabriel Gomes - Fellows Society". FSU | The Graduate School. Retrieved 2024-11-13.
- ^ Heller, Dave (2018-12-05). "Student Star: Gabriel Gomes". Florida State University News. Retrieved 2024-11-02.
- ^ a b c d Remmel, Ariana (2022-07-15). "Gabe Gomes". Chemical & Engineering News. American Chemical Society. Retrieved 2024-11-15.
- ^ a b c d e "Gabe Gomes". Carnegie Mellon University. Retrieved 2024-11-13.
- ^ "Gabriel Gomes". CMU | Department of Chemistry. Retrieved 2024-11-15.
- ^ a b c Walden, Amy (2022-08-24). "FSU chemistry alumnus named to 'Talented 12' list of top young scientists". FSU | College of Arts and Sciences. Retrieved 2024-11-15.
- ^ a b Patel, Prachi (2023-12-26). "AI chemist performs complex experiments based on plain text prompts". Chemical & Engineering News. Retrieved 2024-11-15.
- ^ a b Stoughton, Jason (2023-12-20). "Meet 'Coscientist,' your AI lab partner". National Science Foundation. Retrieved 2024-11-15.
- ^ Duffy, Jocelyn (2023-12-20). "AI Coscientist automates scientific discovery". CMU | College of Engineering. Retrieved 2024-11-15.
- ^ Sanderson, Katharine (2023-12-20). "This GPT-powered robot chemist designs reactions and makes drugs — on its own". Nature. doi:10.1038/d41586-023-04073-4. PMID 38123859.
- ^ "Chemical Computing Group Excellence Award for Graduate Students". American Chemical Society's Division of Computers in Chemistry. Retrieved 2024-10-28.
- ^ "Gabe is awarded the prestigious Banting Postdoctoral Fellowship". The Matter Lab. Retrieved 2024-11-15.
- ^ "Gabe Gomes". Google Scholar. Retrieved 2024-11-08.