Mark Girolami

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Publication activitypapers/week, last 8 weeks

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Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)

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Pengyu Zhang (1)Arnaud Vadeboncoeur (1)Alex Glyn-Davies (1)

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Mar 4, 2026

Pengyu Zhang +31w ago

Hierarchical Inference and Closure Learning via Adaptive Surrogates for ODEs and PDEs

By jointly inferring model parameters and learning unknown dynamics across related systems, this work offers a more complete picture of complex physical systems where detailed properties and complete laws are unknown.

Pengyu Zhang, Arnaud Vadeboncoeur, Alex Glyn-Davies +1

Scientific Discovery & Drug Design Training Efficiency & Optimization

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Mark Girolami

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)