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M

Mark Girolami

University of Cambridge

65H指数
460论文数
2.0W被引数
收录论文 82
发表时间
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Distributional inverse homogenization分布反均匀化
errJournal of the Mechanics and Physics of Solids
IF6
err2026-08-01
err0
PREAI
errVadeboncoeur, Arnaud; Girolami, Mark; Bhattacharya, Kaushik; Stuart, Andrew M.
err分享
err收藏
Efficient Deconvolution in Populational Inverse Problems群体逆问题中的高效反卷积
errInternational Journal for Numerical Methods in Engineering
IF2.9
err2026-05-04
err0
errOAAI
errArnaud Vadeboncoeur; Mark Girolami; Andrew M. Stuart
err分享
err收藏
Assessing Road Repair Materials via Digital Image Correlation通过数字图像相关法评估道路修复材料
errTRANSPORT TRANSITIONS: ADVANCING SUSTAINABLE AND INCLUSIVE MOBILITY, TRA CONFERENCE
IF0
err2026-01-01
err0
errOAAI
errPalin, Damian; Taha, Hussameldin M.; Vlachakis, Christos; Rengaraju, Sripriya; Hadjidemetrious, Georgios M.; d'Avigneau, Alix Marie; Anvo, Nzebo Richard; Girolami, Mark; Al-Tabbaa, Abir
err分享
err收藏
Vision-Based Multi-perspective Road Pre-damage Detection基于视觉的多视角道路预损伤检测
errTRANSPORT TRANSITIONS: ADVANCING SUSTAINABLE AND INCLUSIVE MOBILITY, TRA CONFERENCE
IF0
err2026-01-01
err0
errOAAI
errVlachakis, Christos; d'Avigneau, Alix Marie; Palin, Damian; Hadjidemetriou, Georgios M.; Taha, Hussameldin M.; Rengaraju, Sripriya; Anvo, Nzebo Richard; Girolami, Mark; Al-Tabbaa, Abir
err分享
err收藏
Physics-informed machine learning digital twin for reconstructing prostate cancer tumor growth via PSA tests物理信息机器学习数字孪生在前列腺癌肿瘤生长重建中的应用：基于PSA检测
errnpj Digital Medicine
IF15.1
err2025-07-29
err0
errOAAI
errDaniel Camacho-Gomez; Carlos Borau; Jose Manuel Garcia-Aznar; Maria Jose Gomez-Benito; Mark Girolami; Maria Angeles Perez
err分享
err收藏
Active learning informed proper orthogonal decomposition for reduced order modelling of heat transfer in porous medium基于主动学习指导的正交分解对多孔介质中传热的降阶建模
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-06-23
err0
PREAI
errPin Zhang; Brian Sheil; Mark Girolami
err分享
err收藏
Collaborative prognosis using a Weibull statistical hierarchical model使用威布尔统计分层模型的协同预后
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-06-19
err0
PREAI
errDhada, Maharshi; Bull, Lawrence; Girolami, Mark; Parlikad, Ajith
err分享
err收藏
Bayesian generative kernel Gaussian process regression贝叶斯生成核高斯过程回归
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-03-01
err0
PREAI
errKuok, Sin-Chi; Yao, Shuang-Ao; Yuen, Ka-Veng; Yan, Wang-Ji; Girolami, Mark
err分享
err收藏
Generative broad Bayesian (GBB) imputer for missing data imputation with uncertainty quantification用于不确定性量化的缺失数据填补的生成广义贝叶斯 (GBB) 填补
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-10-01
err1
PREAI
errKuok, Sin-Chi; Yuen, Ka-Veng; Dodwell, Tim; Girolami, Mark
err分享
err收藏
Φ-DVAE: Physics-informed dynamical variational autoencoders for unstructured data assimilation
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-10-01
err0
errOAAI
errGlyn-Davies, Alex; Duffin, Connor; Akyildiz, O. Deniz; Girolami, Mark
err分享
err收藏
A novel consolidation analysis framework: universal function approximators regularized by physical principles
errCANADIAN GEOTECHNICAL JOURNAL
IF3.5
err2024-05-07
err0
PREAI
errZhang, Pin; Sheil, Brian; Girolami, Mark; Yaji, Kentaro; Yin, Zhen -Yu
err分享
err收藏
Inferring networks from time series: A neural approach
errPNAS NEXUS
IF3.8
err2024-02-09
err3
errOAAI
errGaskin, Thomas; Pavliotis, Grigorios A.; Girolami, Mark
err分享
err收藏
Fully probabilistic deep models for forward and inverse problems in parametric PDEs
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-10-01
err8
errOAAI
errVadeboncoeur, Arnaud; Akyildiz, Omer Deniz; Kazlauskaite, Ieva; Girolami, Mark; Cirak, Fehmi
err分享
err收藏
Neural parameter calibration for large-scale multiagent models
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2023-02-10
err9
errOAAI
errGaskin, Thomas; Pavliotis, Grigorios A.; Girolam, Mark
err分享
err收藏
A probabilistic model for quantifying uncertainty in the failure assessment diagram
errSTRUCTURAL SAFETY
IF6.3
err2022-11-01
err1
PREAI
errDi Francesco, Domenic; Girolami, Mark; Duncan, Andrew B.; Chryssanthopoulos, Marios
err分享
err收藏
Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning
errCOMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
IF9.1
err2022-08-08
err10
errOAAI
errBull, L. A.; Di Francesco, D.; Dhada, M.; Steinert, O.; Lindgren, T.; Parlikad, A. K.; Duncan, A. B.; Girolami, M.
err分享
err收藏
Low-rank statistical finite elements for scalable model-data synthesis
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-08-01
err5
errOAAI
errDuffin, Connor; Cripps, Edward; Stemler, Thomas; Girolami, Mark
err分享
err收藏
A mixture modeling approach for clustering log files with coreset and user feedback
errPATTERN RECOGNITION LETTERS
IF3.3
err2022-04-01
err2
errOAAI
errBunker, Justin; Curtis, Kristal; Girolami, Mark; Sriharsha, Ram
err分享
err收藏
Variational Bayesian approximation of inverse problems using sparse precision matrices
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-04-01
err14
errOAAI
errPovala, Jan; Kazlauskaite, Ieva; Febrianto, Eky; Cirak, Fehmi; Girolami, Mark
err分享
err收藏
Anomaly detection in streaming data with gaussian process based stochastic differential equations
errPATTERN RECOGNITION LETTERS
IF3.3
err2022-01-01
err9
PREAI
errGlyn-Davies, Alex; Girolami, Mark
err分享
err收藏

研究方向

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合作学者
合作期刊
J
John P. A. Ioannidis
H 指数: 226 · 论文数: 1.9K
N
Naveed Sattar
H 指数: 204 · 论文数: 2.2K
T
Terrence J. Sejnowski
H 指数: 153 · 论文数: 993
I
Iain B. McInnes
H 指数: 144 · 论文数: 1.3K
R
Rosalind A. Eeles
H 指数: 136 · 论文数: 1.1K
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