Call for papers
Submission deadline: November 9, 2025
Workshop on Multi-scale, Multi-physics, Coupled Problems and AI enhanced simulations on HPC (MMCP) at SCA/HPC Asia 2026, January 26 - 29, 2025, Osaka, Japan
The objective of this workshop is to provide a forum for the presentation and discussion of advanced numerical simulation techniques for complex multi-scale, multi-physics, coupled problems and AI enhanced simulations on high-performance computing (HPC) systems.
The focus of the workshop will be on computational issues regarding performance and suitability for high-performance computing. Furthermore, the underlying strategies
to enable large simulations will be highlighted. Keeping these aims in mind, contributions from all aspects of engineering applications will be considered. Topics of applications
will include (but are not be limited to):
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AI models for simulation prediction
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AI based parameter modelling
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Provenance of machine learning/deep learning algorithms on HPC systems
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Multi-scale problems
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Multi-physics problems
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Molecular Dynamics
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Multi-Domain/Concurrency
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Multi-scale and/or multi-physics modelling for biomedical or biological systems
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Novel approaches to combine different scales and physics models in one problem solution
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Challenging applications in industry and academia, e.g. turbulence and multiphase flows, fluid-structure interactions, chemical engineering, material science, biophysics, automotive and aerospace industry, …
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AI based load balancing modelling
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Load balancing
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Adaptivity
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Heterogeneous architectures
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New algorithms for parallel-distributed computing, specific to this topic.
Important dates:
Submission deadline: November 9, 2025
Notification of Acceptance: December 8, 2025
Camera-ready paper: December 15, 2025
Conference date: Janaury 26-29, 2026
More information about this workshop and the submission procedure can be found on our webpage: Workshop “Multi-scale, Multi-physics, Coupled Problems and AI enhanced simulations on HPC (MMCP)”
Organizers/Chairs:
Neda Ebrahimi Pour
Sabine Roller
Ryoji Takaki
German Aerospace Center (DLR)
Institute of Software Methods for Product Virtualization
Dr. Neda Ebrahimi Pour
Researcher
Phone +49 351 210 718150 | neda.ebrahimipour@dlr.de |
www.DLR.de