Grzybowski, Bartosz

Distinguished Professor

The Laboratory of Artificial Chemical Intelligence

Lab: Center for Soft and Living Matter (3F, AMRB 103)
Office: AMRB 103 Office 307
E-mail: nanogrzybowski@gmail.com
Phone: 052-217-5522

Grzybowski, Bartosz

Distinguished Professor

The Laboratory of Artificial Chemical Intelligence

E-mail: nanogrzybowski@gmail.com
Lab: Center for Soft and Living Matter (3F, AMRB 103)
Office: AMRB 103 Office 307
Phone: 052-217-5522
Research Areas
Computerized synthesis and Artificial intelligence AI applied to organic chemistry, Complex chemical networks and catalytic systems, Self-assembly in non-equilibrium regimes, Nanomaterials for catalysis and nanomedicine
Research Summary

Grzybowski group has pioneered applications of artificial intelligence and network theory to synthetic chemistry – this work has given rise to the creation of the Chematica/Synthia platform for computerized retrosynthesis of complex molecules, including natural products (Nature 2020a), as well as the Allchemy software for the discovery of new synthetic methodologies and new functional molecules (Science 2020, Nature 2022).
Our current interests in this arena focus on computer-driven discovery of new reactions and catalysts and also on robotized systems in which chemical AI controls and optimizes actual experiments. We are also very active in a quest to develop “smart” systems that, in one vessel, perform multiple chemical reactions and/or processes – for instance, multistep synthetic cascades (Nature 2020b) or processes (Nature 2022c).
We are also working at the intersection of molecular chemistry with nanotechnology to develop platforms for selective catalysis (JACS 2021) as well as therapeutic warheads for selective cancer intervention (Nature Nanotech 2020). Overall, we are a diverse crowd of chemists, physicists, and biologists and we pursue research that we think is paradigm-shifting and/or addresses important societal needs. Our group is a place to consider if you are passionate about science and would like to make chemistry a truly high-tech enterprise!

Education

Ph.D. Chemistry, Harvard University, Cambridge, MA
B.S. Chemistry, Yale University, New Haven, CT

Career

9/2003-8/2007
Assistant Professor, Northwestern University, Department of Chemical and Biological Engineering and Department of Chemistry
9/2007-8/2009
Associate Professor, Northwestern University, Department of Chemical and Biological Engineering and Department of Chemistry
9/2009-12/2014
Director of the DoE Energy Frontier Research Center (Non-Equilibrium Energy Research Center,
Full Professor, Northwestern University, Kenneth Burgess Chair in Physical Chemistry and Chemical Systems Engineering, Department of Chemical and Biological Engineering and Department of Chemistry

Selected Publications
Enhancing crystal growth using polyelectrolyte solutions and shear flow
Jian-Ke Sun, Yaroslav I. Sobolev, Weiyi Zhang, Qiang Zhuang and Bartosz A. Grzybowski*, Nature, 2020, 579, 73.
Synthetic Connectivity, Emergence, and Self-Regeneration in the Network of Prebiotic Chemistry
Agnieszka Wołos, Rafał Roszak, Anna Zadło-Dobrowolska, Wiktor Beker, Barbara Mikulak-Klucznik, Grzegorz Spólnik, Mirosław Dygas, Sara Szymkuc*, and Bartosz A. Grzybowski*, Science, 2020, 369, 1584.
Minimal-uncertainty prediction of general drug-likeness based on Bayesian neural networks
Wiktor Beker, Agnieszka Wolos, Sara Szymkuc and Bartosz A. Grzybowski*, Nature Machine Intelligence, 2020, 2, 457.
Research Highlights