Mark Girolami
Scholar

Mark Girolami

Google Scholar ID: BSoawXwAAAAJ
University of Cambridge
Computational StatisticsBayesian StatisticsMachine LearningData Centric Engineering
Google Scholar↗
Citations & Impact
All-time
Citations
11,964
 
H-index
51
 
i10-index
164
 
Publications
20
 
Co-authors
121
list available
Contact
No contact links provided.
Publications
7 items
Towards Efficient and Stable Ocean State Forecasting: A Continuous-Time Koopman Approach
2026
Cited
0
Hierarchical Inference and Closure Learning via Adaptive Surrogates for ODEs and PDEs
2026
Cited
0
Koopman Autoencoders with Continuous-Time Latent Dynamics for Fluid Dynamics Forecasting
2026
Cited
0
Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later
2025
Cited
0
Retrieval-augmented reasoning with lean language models
2025
Cited
0
Efficient Deconvolution in Populational Inverse Problems
2025
Cited
0
Autoencoders in Function Space
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
121 total
Chris. J. Oates
Chris. J. Oates
Newcastle University
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
François-Xavier Briol
François-Xavier Briol
Professor of Statistics and Machine Learning, UCL
Co-author 6
Co-author 6
Terrence Sejnowski
Terrence Sejnowski
Francis Crick Professor, Salk Institute, Distingished Professor, UC San Diego
Co-author 8
Co-author 8