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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 4 - Knowledge, Data & Software
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Z
Chourdakis, Gerasimos
preCICE: A sustainable and flexible research software ecosystem for multi-X simulations
Dula, Ivan
Hooked on Artificial Agents: A Simulation Study
Frank, Daniel
Robust recurrent neural network for system identification with prior knowledge
Hermann, Sibylle
Open Science@SimTech: Research meets Infrastructure
Jovanovic Buha, Ivana
A general software tool for time-varying global sensitivity analysis and uncertainty quantification at scale and its application to hydrological models
Roy, Sarbani
Promoting research through quality-controlled data and code publications: Collaboration between research and infrastructure
Schembera, Björn
Enabling FAIR Data in Computational Science, Engineering and Mathematics through Knowledge Graphs
Schneider, David
Applications of the coupling-library preCICE in SimTech
Schneider, Tim
Regular Tree Priors for Scientific Symbolic Reasoning
Seelinger, Linus
UM-Bridge: From Linking Models and Methods to Turn-Key HPC in the Cloud
Totounferoush, Amin
HNO: Neural Operators with Hard Constraints to Learn Partial Differential Equations
Weeber, Rudolf
ESPResSo – An open source package for simulating coarse-grained models
Zills, Fabian
Data as Code - Sharing Machine Learned Interatomic Potentials with MLSuite and ZnTrack
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