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PHS-01

Predictive Hierarchical Simulation

CoordinatorBehr, Marek ; Schröder, Wolfgang
Grant period2019-01-01 - 2019-12-31
Funding bodyExploratory Research Space der RWTH Aachen
 ERS
IdentifierG:(DE-82)EXS-PF-PHS-01

⇧ Exploratory Research Space: Seed Fund (2) als Anschubfinanzierung zur Erforschung neuer interdisziplinärer Ideen ⇧

Note: Theory, experiment, and computer simulation define predictive science today. The physical, life science, and engineering systems being subjected to computational analysis or design are rapidly growing more complex at a rate that outpaces the improvements in hardware and software. The next generation in scientific computing cannot rely solely on improved hardware, but has to follow an integrated predictive approach based on the simulation tripod consisting of the three corner- stones: models, methods, and data. The full dynamic and hierarchical interaction between these cornerstones defines the concept of “Predictive Hierarchical Simulation (PHS),” which in the long term will result in an expert system to develop the ultimate tailored simulation process. This concept also belongs to the scientific core of the new JARA Center for Simulation and Data Science established by the Forschungszentrum Jülich and RWTH Aachen University.
 

Recent Publications

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Model-free data-driven computational mechanics enhanced by tensor voting
Computer methods in applied mechanics and engineering 373, 113499 () [10.1016/j.cma.2020.113499]  GO BibTeX | EndNote: XML, Text | RIS

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Adjoint sensitivity analysis of kinetic, thermochemical, and transport data of nitrogen and ammonia chemistry
38. International Symposium on Combustion, AdelaideAdelaide, Australia, 24 Jan 2021 - 29 Jan 20212021-01-242021-01-29 Proceedings of the Combustion Institute 38(1), 777-785 () [10.1016/j.proci.2020.07.020]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Model-free Data-Driven Computational Mechanics Enhanced by Tensor Voting
[1]-25 () [10.48550/ARXIV.2004.02503]  GO OpenAccess   Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

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Standardized Non-Intrusive Reduced Order Modeling Using Different Regression Models With Application to Complex Flow Problems
28 Seiten () [10.48550/ARXIV.2006.13706]  GO OpenAccess   Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

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Finite-element formulation for advection–reaction equations with change of variable and discontinuity capturing
Computer methods in applied mechanics and engineering 369, 113171 () [10.1016/j.cma.2020.113171]  GO  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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On the effects of membrane viscosity on transient red blood cell dynamics
Soft matter 16(26), 6191-6205 () [10.1039/D0SM00587H]  GO  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Combining Boundary-Conforming Finite Element Meshes on Moving Domains Using a Sliding Mesh Approach
23 Seiten () [10.48550/ARXIV.2004.13984]  GO OpenAccess   Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

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Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning
Journal of membrane science 608, 118208 () [10.1016/j.memsci.2020.118208]  GO BibTeX | EndNote: XML, Text | RIS

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Boundary-conforming finite element methods for twin-screw extruders using spline-based parameterization techniques
Computer methods in applied mechanics and engineering 361, 112740 () [10.1016/j.cma.2019.112740]  GO BibTeX | EndNote: XML, Text | RIS

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Simultaneous rational design of ion separation membranes and processes
Journal of membrane science 600, 117860 () [10.1016/j.memsci.2020.117860]  GO BibTeX | EndNote: XML, Text | RIS

All known publications ...
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 Record created 2020-07-10, last modified 2023-01-24
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