Blog

Notes on machine learning, protein science, and catalysis.

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Decoding Proteins: A Technical Deep Dive

Part 1

Understanding the Protein Structure Prediction Problem

How we approached the protein structure prediction problem, from first principles to modern approaches.

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Part 2

Decoding Proteins

Transformers, GNNs, and multimodal models in protein science, and how they fit together.

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Part 3

The Potential of Protein Models

A journey towards a dynamic, interpretive, and transformative future for protein modeling.

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Materials Science & Catalysis

Coming Soon

AI for Catalyst Discovery

A deep dive into how multimodal learning is reshaping materials science and catalyst screening. Coming soon!