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Mark Girolami — most-cited papers & profile · AI for Science
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Mark Girolami
4
papers ·
2
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Fully probabilistic deep models for forward and inverse problems in parametric PDEs
2022 · 2 citations
Hierarchical Inference and Closure Learning via Adaptive Surrogates for ODEs and PDEs
2026
Probabilistic Super-Resolution for High-Fidelity Physical System Simulations with Uncertainty Quantification
2025
A Primer on Variational Inference for Physics-Informed Deep Generative Modelling
2024
Top co-authors
Arnaud Vadeboncoeur
· 4
Alex Glyn-Davies
· 3
Ieva Kazlauskaite
· 2
Pengyu Zhang
· 2
Connor Duffin
· 1
Fehmi Cirak
· 1
O. Deniz Akyildiz
· 1
\"Omer Deniz Akyildiz
· 1
Topics
Physics ML
Math & Equations
Materials