Machine Learning and PDEs Workshop
Mon. – Wed. April 28 – 30, 2025
https://mod.fau.eu/events/mlpdes25/
HOST: FAU MoD, Research Center for Mathematics of Data
Friedrich-Alexander-Universität Erlangen-Nürnberg
Erlangen – Bavaria (Germany)
SPEAKERS
• Paola Antonietti. Politecnico di Milano
• Alessandro Coclite. Politecnico di Bari
• Fariba Fahroo. Air Force Office of Scientific Research
• Giovanni Fantuzzi. FAU MoD/DCN-AvH, Friedrich-Alexander-Universität Erlangen-Nürnberg
• Borjan Geshkovski. Inria, Sorbonne Université
• Paola Goatin. Inria, Sophia-Antipolis
• Alexander Keimer. FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg
• Anne Koelewijn. FAU MoD, Friedrich-Alexander-Universität Erlangen-Nürnberg
• Miroslav Krstic. UC San Diego
• Camilla Nobili. University of Surrey
• Gianluca Orlando. Politecnico di Bari
• Michele Palladino. Università degli Studi dell’Aquila
• Gabriel Peyré. CNRS, ENS-PSL
• Alessio Porretta. Università di Roma Tor Vergata
• Francesco Regazzoni. Politecnico di Milano
• Domènec Ruiz-Balet. Imperial College
• Daniel Tenbrinck. FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg
• Daniela Tonon. Università di Padova
• Yaoyu Zhang. Shanghai Jiao Tong University
• Wei Zhu. Georgia Institute of Technology
REGISTRATION
https://dcn.nat.fau.eu/mlpdes25-registration
(FREE, but mandatory)
SCIENTIFIC COMMITTEE
• Giuseppe Maria Coclite. Politecnico di Bari
• Enrique Zuazua. FAU MoD/DCN-AvH, Friedrich-Alexander-Universität Erlangen-Nürnberg
ORGANIZING COMMITTEE
• Darlis Bracho Tudares. FAU MoD/DCN-AvH, Friedrich-Alexander-Universität Erlangen-Nürnberg
• Nicola De Nitti. EPFL, École Polytechnique Fédérale de Lausanne
• Lorenzo Liverani. FAU DCN-AvH, Friedrich-Alexander-Universität Erlangen-Nürnberg
SEE MORE: https://mod.fau.eu/events/mlpdes25/
#FAU #FAUMoD #MLPDES25 #workshop #erlangen #bavaria #germany #deutschland #mathematics #research #machinelearning #neuralnetworks
Semester
Wintersemester 2024/2025
Zugang via
Offener Zugang, Nur für Portal, Passwortgeschützt, StudOn-Zugang
aktualisiert
2025-04-29 13:20:43
Abonnements
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# 1Offener ZugangMLPDES25: Opening ceremonyProf. Dr. Enrique Zuazua2025-04-28 Wintersemester 2024/20251MLPDES25: Opening ceremonyProf. Dr. Enrique Zuazua2025-04-28 Wintersemester 2024/2025Offener Zugang
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# 2Nur für PortalMLPDES25: Machine Learning enhanced polytopal finite element methods for neurodegenerative disorder modelingProf. Paola Antonietti2025-04-28 Wintersemester 2024/20252MLPDES25: Machine Learning enhanced polytopal finite element methods for neurodegenerative disorder modelingProf. Paola Antonietti2025-04-28 Wintersemester 2024/2025Nur für PortalGesperrt clip
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# 3Offener ZugangMLPDES25: Eigenvalue problems on graphs and hypergraphsProf. Dr. Daniel Tenbrinck2025-04-28 Wintersemester 2024/20253MLPDES25: Eigenvalue problems on graphs and hypergraphsProf. Dr. Daniel Tenbrinck2025-04-28 Wintersemester 2024/2025Offener Zugang
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# 4Offener ZugangMLPDES25: Enhanced dissipation via time-dependent velocity fieldDr. Camilla Nobili2025-04-28 Wintersemester 2024/20254MLPDES25: Enhanced dissipation via time-dependent velocity fieldDr. Camilla Nobili2025-04-28 Wintersemester 2024/2025Offener Zugang
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# 5Offener ZugangMLPDES25: Modern calibration strategies for macroscopic traffic flow modelsDr. Paola Goatin2025-04-28 Wintersemester 2024/20255MLPDES25: Modern calibration strategies for macroscopic traffic flow modelsDr. Paola Goatin2025-04-28 Wintersemester 2024/2025Offener Zugang
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# 6Offener ZugangMLPDES25: Optimal Control and Reinforcement LearningProf. Michele Palladino2025-04-28 Wintersemester 2024/20256MLPDES25: Optimal Control and Reinforcement LearningProf. Michele Palladino2025-04-28 Wintersemester 2024/2025Offener Zugang
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# 7Offener ZugangMLPDES25: Optimal control of nonlocal conservation laws and the singular limitDr. Alexander Keimer2025-04-28 Wintersemester 2024/20257MLPDES25: Optimal control of nonlocal conservation laws and the singular limitDr. Alexander Keimer2025-04-28 Wintersemester 2024/2025Offener Zugang
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# 9Offener ZugangMLPDES25: Projects and opportunities at the FAU DCN-AvHDr. Lorenzo Liverani2025-04-28 Wintersemester 2024/20259MLPDES25: Projects and opportunities at the FAU DCN-AvHDr. Lorenzo Liverani2025-04-28 Wintersemester 2024/2025Offener Zugang
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# 10Offener ZugangMLPDES25: Transformers are universal in-context learnersProf. Gabriel Peyré2025-04-29 Wintersemester 2024/202510MLPDES25: Transformers are universal in-context learnersProf. Gabriel Peyré2025-04-29 Wintersemester 2024/2025Offener Zugang
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# 11Offener ZugangMLPDES25: Replicator dynamics as the large-population limit of a multi-strategy discrete Moran processProf. Gianluca Orlando2025-04-29 Wintersemester 2024/202511MLPDES25: Replicator dynamics as the large-population limit of a multi-strategy discrete Moran processProf. Gianluca Orlando2025-04-29 Wintersemester 2024/2025Offener Zugang
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# 12Offener ZugangMLPDES25: Replicator dynamics on a networkDr. Alessandro Coclite2025-04-29 Wintersemester 2024/202512MLPDES25: Replicator dynamics on a networkDr. Alessandro Coclite2025-04-29 Wintersemester 2024/2025Offener Zugang
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# 13Passwortgeschützt, StudOn-ZugangMLPDES25_ Many-particle systems perspective on TransformersDr. Borjan Geshkovski2025-04-29 Wintersemester 2024/202513MLPDES25_ Many-particle systems perspective on TransformersDr. Borjan Geshkovski2025-04-29 Wintersemester 2024/2025Passwortgeschützt, StudOn-ZugangGesperrt clip
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# 14Offener ZugangMLPDES25: Remarks on matching measures with ML architecturesDr. Domènec Ruiz-Balet2025-04-29 Wintersemester 2024/202514MLPDES25: Remarks on matching measures with ML architecturesDr. Domènec Ruiz-Balet2025-04-29 Wintersemester 2024/2025Offener Zugang
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# 15Offener ZugangMLPDES25: Diffusion effects in optimal transport and mean-field planning modelsProf. Alessio Porretta2025-04-29 Wintersemester 2024/202515MLPDES25: Diffusion effects in optimal transport and mean-field planning modelsProf. Alessio Porretta2025-04-29 Wintersemester 2024/2025Offener Zugang
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# 16Offener ZugangMLPDES25: The condensation phenomenon of Deep Neural NetworksProf. Dr. Yaoyu Zhang2025-04-29 Wintersemester 2024/202516MLPDES25: The condensation phenomenon of Deep Neural NetworksProf. Dr. Yaoyu Zhang2025-04-29 Wintersemester 2024/2025Offener Zugang
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# 17Offener ZugangMLPDES25: Speinshart Scientific Center for AI and SuperTechProf. Dr. Günter Leugering2025-04-29 Wintersemester 2024/202517MLPDES25: Speinshart Scientific Center for AI and SuperTechProf. Dr. Günter Leugering2025-04-29 Wintersemester 2024/2025Offener Zugang
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# 18Offener ZugangMLPDES25: On Brezis' first open problem: A complete solutionProf. Juncheng Wei2025-04-30 Wintersemester 2024/202518MLPDES25: On Brezis' first open problem: A complete solutionProf. Juncheng Wei2025-04-30 Wintersemester 2024/2025Offener Zugang
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# 19Offener ZugangMLPDES25: Discovering the hidden low-dimensional dynamics of time-dependent PDEs with Latent Dynamics NetworksDr. Francesco Regazzoni2025-04-30 Wintersemester 2024/202519MLPDES25: Discovering the hidden low-dimensional dynamics of time-dependent PDEs with Latent Dynamics NetworksDr. Francesco Regazzoni2025-04-30 Wintersemester 2024/2025Offener Zugang
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# 20Passwortgeschützt, StudOn-ZugangMLPDES25: Hamilton-Jacobi equations on infinite dimensional spacesProf. Daniela Tonon2025-04-30 Wintersemester 2024/202520MLPDES25: Hamilton-Jacobi equations on infinite dimensional spacesProf. Daniela Tonon2025-04-30 Wintersemester 2024/2025Passwortgeschützt, StudOn-ZugangGesperrt clip
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# 21Offener ZugangMLPDES25: Allen-Cahn message passing in graph neural networks and fast Sinkhorn for Wasserstein-1 metricProf. Shi Jin2025-04-30 Wintersemester 2024/202521MLPDES25: Allen-Cahn message passing in graph neural networks and fast Sinkhorn for Wasserstein-1 metricProf. Shi Jin2025-04-30 Wintersemester 2024/2025Offener Zugang
