Blog Posts | Joshua Berkowitz

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2025 × Chemistry ×

FlowER: MIT's Chemical Reaction Predictior with Generative AI

MIT researchers are developing a generative AI system that not only predicts chemical reactions but does so while adhering to the physical laws that govern real-world chemistry. Modeling chemical reac...

Chemical reactions Chemistry Electron conservation Generative AI Machine learning Materials discovery Open source Reaction prediction

Sep 16, 2025

0 6446

News

Revolutionizing Polystyrene Recycling Through Photothermal Conversion

The increasing accumulation of plastic waste , particularly black polystyrene, has posed significant environmental challenges due to its poor recyclability. A recent NIH funded study by Oh et al. (202...

Chemistry

Mar 18, 2025

0 5841

Research Reviews

Rapid Traversal of Vast Chemical Space Using Machine Learning-guided Docking Screens

The exponential growth of make-on-demand chemical libraries offers unprecedented opportunities for early drug discovery. However, screening these multi-billion-scale (potentially multi-trillion soon) ...

Chemistry Computer Science Medicine

Mar 15, 2025

0 7579

Research Reviews

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