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M

Max Welling

utrecht university

86H-index
523Paper Count
6.4WCitation Count
Published Papers 22
Publication Date
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Learned free-energy functionals from pair-correlation matching for dynamical density functional theory
errPHYSICAL REVIEW E
IF2.4
err2025-10-17
err0
PREAI
errRam, Karnik; Dijkman, Jacobus; Van Roij, Rene; van de Meent, Jan-Willem; Ensing, Bernd; Welling, Max; Cremers, Daniel
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errSave
A foundation model for the Earth system
errNATURE
IF48.5
err2025-05-21
err0
errOAAI
errBodnar, Cristian; Bruinsma, Wessel P.; Lucic, Ana; Stanley, Megan; Allen, Anna; Brandstetter, Johannes; Garvan, Patrick; Riechert, Maik; Weyn, Jonathan A.; Dong, Haiyu; Gupta, Jayesh K.; Thambiratnam, Kit; Archibald, Alexander T.; Wu, Chun-Chieh; Heider, Elizabeth; Welling, Max; Turner, Richard E.; Perdikaris, Paris
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errSave
Structure-based drug design with equivariant diffusion models
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-12-09
err0
errOAAI
errSchneuing, Arne; Harris, Charles; Du, Yuanqi; Didi, Kieran; Jamasb, Arian; Igashov, Ilia; Du, Weitao; Gomes, Carla; Blundell, Tom L.; Lio, Pietro; Welling, Max; Bronstein, Michael; Correia, Bruno
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Equivariant 3D-conditional diffusion model for molecular linker design
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-04-11
err17
errOAAI
errIgashov, Ilia; Stark, Hannes; Vignac, Clement; Schneuing, Arne; Satorras, Victor Garcia; Frossard, Pascal; Welling, Max; Bronstein, Michael; Correia, Bruno
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errSave
Pixelated Reconstruction of Foreground Density and Background Surface Brightness in Gravitational Lensing Systems Using Recurrent Inference Machines
errASTROPHYSICAL JOURNAL
IF5.4
err2023-06-27
err5
errOAAI
errAdam, Alexandre; Perreault-Levasseur, Laurence; Hezaveh, Yashar; Welling, Max
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errSave
Graph refinement based airway extraction using mean-field networks and graph neural networks
errMEDICAL IMAGE ANALYSIS
IF11.8
err2020-08-01
err18
errOAAI
errSelvan, Raghavendra; Kipf, Thomas; Welling, Max; Juarez, Antonio Garcia-Uceda; Pedersen, Jesper H.; Petersen, Jens; de Bruijne, Marleen
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Data-driven Reconstruction of Gravitationally Lensed Galaxies Using Recurrent Inference Machines
errASTROPHYSICAL JOURNAL
IF5.4
err2019-09-17
err39
errOAAI
errMorningstar, Warren R.; Levasseur, Laurence Perreault; Hezaveh, Yashar D.; Blandford, Roger; Marshall, Phil; Putzky, Patrick; Rueter, Thomas D.; Wechsler, Risa; Welling, Max
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errSave
Recurrent inference machines for reconstructing heterogeneous MRI data
errMEDICAL IMAGE ANALYSIS
IF11.8
err2019-04-01
err59
PREAI
errLonning, Kai; Putzky, Patrick; Sonke, Jan-Jakob; Reneman, Liesbeth; Caan, Matthan W. A.; Welling, Max
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errSave
Accelerating the BSM interpretation of LHC data with machine learning
errPHYSICS OF THE DARK UNIVERSE
IF6.4
err2019-03-01
err7
errOAAI
errBegone, Gianfranco; Deisenroth, Marc Peter; Kim, Jong Soo; Liem, Sebastian; de Austri, Roberto Ruiz; Welling, Max
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errSave
An Introduction to Variational Autoencoders
errFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
err2019-01-01
err1.3K
errOAAI
errKingma, Diederik P.; Welling, Max
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errSave
Editor's Note: Special Issue on Novel Representations and Learning Methods in Computer Vision
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2018-08-09
err0
errOAAI
errLeibe, Bastian; Matas, Jiri; Sebe, Nicu; Welling, Max
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errSave
Robust Microbiota-Based Diagnostics for Inflammatory Bowel Disease (vol 55, pg 1720, 2017)
errJOURNAL OF CLINICAL MICROBIOLOGY
IF5.4
err2017-09-01
err2
errOAAI
errEck, A.; de Groot, E. F. J.; de Meij, T. G. J.; Welling, M.; Savelkoul, P. H. M.; Budding, A. E.
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errSave
Robust Microbiota-Based Diagnostics for Inflammatory Bowel Disease
errJOURNAL OF CLINICAL MICROBIOLOGY
IF5.4
err2017-06-01
err22
errOAAI
errEck, A.; de Groot, E. F. J.; de Meij, T. G. J.; Welling, M.; Savelkoul, P. H. M.; Budding, A. E.
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errSave
3D scattering transforms for disease classification in neuroimaging
errNEUROIMAGE-CLINICAL
IF3.6
err2017-01-01
err8
errOAAI
errAdel, Tameem; Cohen, Taco; Caan, Matthan; Welling, Max
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errSave
Microbiota-Based IBD Diagnostics Proved Robust for Inter-Clinic Variation
errGASTROENTEROLOGY
IF25.1
err2016-04-01
err0
PREAI
errEck, Anat; de Groot, Evelien F.; de Meij, Tim; Welling, Max; Peeters, Carel; Savelkoul, Paul; Budding, Andries E.
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errSave
Generalized darting Monte Carlo
errPATTERN RECOGNITION
IF7.6
err2011-10-01
err9
PREAI
errSminchisescu, Cristian; Welling, Max
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errSave
Hybrid generative-discriminative visual categorization
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2007-10-18
err28
PREAI
errHolub, Alex D.; Welling, Max; Perona, Pietro
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errSave
Approximate inference in Boltzmann machines
errartificial intelligence review
IF4.6
err2003-01-01
err50
PREAI
errWelling, M; Teh, YW
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errSave
Positive tensor factorization
errPATTERN RECOGNITION LETTERS
IF3.3
err2001-10-01
err142
PREAI
errWelling, M; Weber, M
errShare
errSave
The torus universe in the polygon approach to (2+1)-dimensional gravity
errCLASSICAL AND QUANTUM GRAVITY
IF3.7
err1999-01-01
err4
errOAAI
errWelling, M
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
R. D. Blandford
H-index: 140 · Papers: 892
T
Tom L. Blundell
H-index: 112 · Papers: 736
R
Risa H. Wechsler
H-index: 104 · Papers: 594
D
Daniel Cremers
H-index: 98 · Papers: 902
N
Nicu Sebe
H-index: 95 · Papers: 1.0K
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