Mark Girolami
University of Cambridge
H-index: 74
Europe-United Kingdom
Top articles of Mark Girolami
Inferring networks from time series: A neural approach
PNAS nexus
2024/4
Mark Girolami
H-Index: 45
Towards Multilevel Modelling of Train Passing Events on the Staffordshire Bridge
arXiv preprint arXiv:2403.17820
2024/3/26
Mark Girolami
H-Index: 45
Andrew Duncan
H-Index: 4
On the performance of pothole detection algorithms enhanced via data augmentation
Transportation Research Procedia
2023/7/11
Mark Girolami
H-Index: 45
Table inference for combinatorial origin‐destination choices in agent‐based population synthesis
Stat
2024
Mark Girolami
H-Index: 45
Near real-time social distance estimation in London
The Computer Journal
2024/1
Improving embedding of graphs with missing data by soft manifolds
arXiv preprint arXiv:2311.17598
2023/11/29
Mark Girolami
H-Index: 45
Riemannian Laplace Approximation with the Fisher Metric
arXiv preprint arXiv:2311.02766
2023/11/5
6 Data-Centric Monitoring of Wind Farms
Data Driven Methods for Civil Structural Health Monitoring and Resilience: Latest Developments and Applications
2023/10/26
Fully probabilistic deep models for forward and inverse problems in parametric PDEs
Journal of Computational Physics
2023/10/15
Tweedie moment projected diffusions for inverse problems
arXiv preprint arXiv:2310.06721
2023/10/10
Warped geometric information on the optimisation of Euclidean functions
arXiv preprint arXiv:2308.08305
2023/8/16
Exploring Model Misspecification in Statistical Finite Elements via Shallow Water Equations
arXiv preprint arXiv:2307.05334
2023/7/11
Mark Girolami
H-Index: 45
Random grid neural processes for parametric partial differential equations
2023/7/3
Incorporating Reliability in Graph Information Propagation by Fluid Dynamics Diffusion: A case of Multimodal Semisupervised Deep Learning
2023/6/4
Encoding domain expertise into multilevel models for source location
arXiv preprint arXiv:2305.08657
2023/5/15
Andrew Duncan
H-Index: 4
Mark Girolami
H-Index: 45
Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning
Computer‐Aided Civil and Infrastructure Engineering
2023/5
Ajith Kumar Parlikad
H-Index: 21
Mark Girolami
H-Index: 45
Interacting particle langevin algorithm for maximum marginal likelihood estimation
arXiv preprint arXiv:2303.13429
2023/3/23
Mark Girolami
H-Index: 45
Neural parameter calibration for large-scale multiagent models
Proceedings of the National Academy of Sciences
2023/2/14
Mark Girolami
H-Index: 45
Bayesian learning via neural Schrödinger–Föllmer flows
Statistics and Computing
2023/2
Data-Centric Monitoring of Wind Farms: Combining Sources of Information
2023/1/1
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