Ilya A. Balabin

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Interpretability & Mechanistic Interp (1)Scientific Discovery & Drug Design (1)

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Ilya Balabin (1)T. Kaiser (1)Thomas M. Kaiser (1)

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Feb 26, 2026

Ilya A. Balabin +32w ago

Inferential Mechanics Part 1: Causal Mechanistic Theories of Machine Learning in Chemical Biology with Implications

Machine learning in chemical biology is often treated as a black box, but this work introduces "inferential mechanics" to bring causality into the discussion.

Ilya A. Balabin, Ilya Balabin, T. Kaiser +1

Interpretability & Mechanistic Interp Scientific Discovery & Drug Design

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Ilya A. Balabin

Publication activitypapers/week, last 8 weeks

Research focus

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Papers (1)