Amanda A. Howard

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Interpretability & Mechanistic Interp (1)Scientific Discovery & Drug Design (1)

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Nicholas Zolman (1)Bruno Jacob (1)S. Brunton (1)P. Stinis (1)

Papers (1)

Mar 19, 2026

Amanda A. Howard +41w ago

SINDy-KANs: Sparse identification of non-linear dynamics through Kolmogorov-Arnold networks

Unlock the power of interpretable AI: SINDy-KANs distills complex neural networks into sparse equations, revealing the underlying dynamics of systems.

Amanda A. Howard, Nicholas Zolman, Bruno Jacob +2

Architecture Design (Transformers, SSMs, MoE)Interpretability & Mechanistic Interp Scientific Discovery & Drug Design

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Amanda A. Howard

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)