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International Conference on Data-Integrated Simulation Science
Uni
versity of Stuttgart
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Minisymposia
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Minisymposia
MS 1: Data-driven progress in modeling multi-scale and multi-physics problem
MS 2: In Silico Models of Coupled Biological Systems
MS 3: Machine-learning supported materials design
MS 4: Data-Integrated Control with Guarantees
MS 5: On-the-fly Model Modification, Error Control, and Simulation Adaptivity
MS 6: Machine Learning and Simulation Science
MS 7: Simulations@Operations – Pervasive simulations: anytime, anywhere
MS 8: Accelerating Simulations through Quantum Computing
MS 1: Data-driven progress in modeling multi-scale and multi-physics problem
MS1_Beck
MS1_Seguin
MS1_Manes
MS1_Schmidt
MS 2: In Silico Models of Coupled Biological Systems
MS2_Schnee
MS2_Range
MS2_Forano
MS2_Martin
MS 3: Machine-learning supported materials design
MS3_Ou
MS3_Fritzen
MS3_Bodelot_Danas
MS3_Behler
MS3_Fraux
MS 4: Data-Integrated Control with Guarantees
MS4_Unger
MS4_Eschmann
MS4_Carron
MS4_van Waarde
MS4_Worthmann
MS 5: On-the-fly Model Modification, Error Control, and Simulation Adaptivity
MS5_Sudret
MS5_Lederer
MS5_Schwerdtner
MS5_PN5
MS 6: Machine Learning and Simulation Science
MS6_Kutyniok
MS6_Brandstetter
MS6_Chamon
MS6_Zaverkin
MS6_Takamoto
MS 7: Simulations@Operations – Pervasive simulations: anytime, anywhere
MS7_Meißner
M7_Blascheck
MS7_Orzechowski
MS7_Edinger
MS7_Kutz
MS 8: Accelerating Simulations through Quantum Computing
MS8_Fink_Berberich
MS8_Möller
MS8_Kraus
MS8_Micheletti
Poster Session
Theme 1
Theme 2
Theme 3
Theme 4
Keynote Speakers
Karsten Reuter
Ulrike von Luxburg
Miriah Meyer
Max Welling
Mark Girolami
Robert Bitmead
Detlef Lohse
Daniel Tartakovsky
Timo Koch
Sarbani Roy
Keynote Talks
The Statistical Finite Element Method
Melting of ice
Data-Enhanced Multiscale Theory of Operando Energy Conversion Systems
Use and Abuse of Machine Learning in Scientific Discovery
Particle filters for feedback control – simulation-based tools for state estimation
Publishing Simulation Data and Software
Neural Wave Representations
Explainability and regulation
Troubling Visualization
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Theme 1 - Multi-Scale Simulations
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Coltman, Edward (presented by Martin Schneider)
Framework for Data-driven multi-scale parameterizations in coupled porous media and free-flow systems
Jäger, Henrik
Multiscale-modelling of COF-electrode systems
Kiemle, Stefanie
Bridging Scales in Salt Precipitation: From Pore Scale to REV Scale
Mandl, Luis
Digital Liver Twin - Data- and Model-Driven Multiscale Liver Modelling
Pfaendner, Christian
Resolution transformation in molecular dynamics: Boosting backmapping via knowledge-driven machine learning
Schneider, Martin
Control-Volume Finite-Element Schemes for Coupling Free Flow with Porous-Medium Flow
Stärk, Philipp
Bridging Scales in Electrode Systems: Investigating the Phase Behavior of Fluids in Nanoporous Systems with Enhanced Sampling
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