Johannes Taraz

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)

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Alexander Heinlein (1)

Papers (1)

Feb 25, 2026

Alexander Heinlein +12w ago

The Error of Deep Operator Networks Is the Sum of Its Parts: Branch-Trunk and Mode Error Decompositions

DeepONets' approximation error isn't just about the smallest modes; intermediate singular values in the branch network dominate the overall error, revealing a spectral bias that limits accuracy.

Alexander Heinlein, Johannes Taraz

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design Training Efficiency & Optimization

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Johannes Taraz

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)