Blog Posts | Joshua Berkowitz

5 Articles

github × 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 5720

News

Introducing SyntheMol-RL An Antibiotic Discovery Powered by Artificial Intelligence

The escalating crisis of antibiotic resistance presents one of the most urgent threats to global public health, with millions of deaths linked to drug-resistant bacterial infections annually. Among th...

Artificial Intelligence Chemistry drug discovery

Jun 24, 2025

0 9185

Research Reviews

CACTUS: Connecting Large Language Models and Cheminformatics for Molecular Discovery

Large language models (LLMs) have demonstrated considerable capabilities across various fields. However, a significant limitation is their lack of ability to access and reason over specialized, domain...

AI AI agents Chemistry

May 19, 2025

0 6094

Research Reviews

Empowering LLMs with Tools For Drug Discovery

This research introduces ChemCrow , an advanced Large Language Model (LLM) integrated with chemistry-specific computational tools designed to enhance the capability of handling complex chemistry tasks...

Artificial Intelligence Chemistry

Mar 24, 2025

0 29172

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 7029

Research Reviews

Our latest content

Check out what's new !

See all

Ads

Prompt Maker Image Generator

Struggling with the perfect AI image prompt? My free app helps you generate brilliant ideas and instantly creates an image to match. Go from concept to creation in two clicks!

Most Popular Articles

Check out what the hot topics are!

See all

Every shirt tells a story—and every story

#ClothingForACause