Blog Posts | Joshua Berkowitz

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materials discovery ×

MIT’s Autonomous Platform Supercharges Polymer Discovery

Polymer discovery has long been a slow, laborious process. Now, MIT researchers have introduced an autonomous platform that can identify, mix, and test up to 700 new polymer materials in a single day....

automation battery technology chemical engineering drug delivery machine learning materials discovery polymer science robotics

Sep 14, 2025

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AI-Powered Plant Materials Discovery: Large Language Models Extract Nature's Engineering Secrets

From Ancient Wisdom to Modern Innovation Plants have spent hundreds of millions of years perfecting sophisticated engineering solutions that humans are only beginning to understand. From the elegant m...

artificial intelligence bio-inspired design biomimetics large language models materials discovery plant materials retrieval augmented generation sustainability

Aug 31, 2025

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Papers

How Machine Learning is Driving Atomic-Scale Material Simulations

A team at Harvard SEAS has broken new ground with a machine learning framework that predicts how materials respond to electric fields and delivers quantum-level accuracy for massive simulations, exten...

Allegro-pol atomic scale computational modeling electric fields machine learning materials discovery materials science quantum simulation

Jun 19, 2025

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Every shirt tells a story—and every story

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