Holger Froning

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

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Zhi-Song Liu (1)Wenqing Peng (1)W. Peng (1)Helmi Toropainen (1)

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Mar 12, 2026

Zhi-Song Liu +94d ago

Inverse Neural Operator for ODE Parameter Optimization

Forget slow, unstable gradient descent for ODE parameter fitting: a neural operator learns to directly "drift" parameters towards the ground truth with a 487x speedup.

Zhi-Song Liu, Wenqing Peng, W. Peng +7

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

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Holger Froning

Publication activitypapers/week, last 8 weeks

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