Claudia Felser

Max Planck Institute for Chemical Physics of Solids, 01187, Dresden, Germany

Papers on Lattice

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

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Gen Zu (1)Ning Mao (1)

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Apr 6, 2026

Apr 6, 2026·also Li Auto

Interpretation of Crystal Energy Landscapes with Kolmogorov-Arnold Networks

KANs don't just predict crystal properties with SOTA accuracy; they also reveal the underlying chemistry, offering a glimpse into the model's reasoning.

Gen Zu, Ning Mao, Claudia Felser

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

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Claudia Felser

Research focus

Frequent co-authors

Papers (1)