PN 3: Project Overview

PN 3-1 Processing uncertain microstructural data
PN 3-1 (II) Data-integrated scale bridging for all-solid state batteries: micro- to mesoscale
PN 3-2 Data-based model reduction and reanalysis
PN 3-2 (II) Reduced Model Reanalysis for Path-dependent Multifield Problems
PN 3-3 Electrokinetic characterization of conducting two-phase flows in model porous media
PN 3-3 (II) Electrokinetic characterization of conducting two-phase flows in model porous media
PN 3-4 Characterization of potential energy surfaces using machinge-learning techniques
PN 3-4 (II) Simulation of Surface Processes using Machine-Learned Potentials
PN 3-5 Data-integrated Multiscale Modeling of Diffusion-driven Processes in Porous Media
PN 3-5 (II) Data-driven multi-scale stability analysis of multi-stimuli-responsive hydrogels
PN 3-6 Data-integrated simulation of enzymes
PN 3-7 Strengthening mechanisms of Cu-Ni-Si-Cr alloys through simulations and Machine Learning potentials
PN 3-8 Optimization of transferable force fields based on reduced order and surrogate models
PN 3-8 (II) Pore topology and surface design for energy storage applications
PN 3-10.1 Simulations of hydrogen embrittlement in Nibased super alloys
PN 3-10 (II) Data-integrated scale bridging for all-solid state batteries: From electrons to atoms
PN 3-11 Biological Molecular Dynamics Simulations 2.0
PN 3-12 Data-Integrated Simulation Of Magnetic Gels
PN 3-13 A Data-Driven Approach to Viscous Fluid Dynamics
PN 3-14 Approximation and learning density matrices

Associated Projects

Project Network Coordinators

This image shows Manfred Bischoff

Manfred Bischoff

Prof. Dr.-Ing. habil.

Structural Mechanics

[Photo: SimTech/Max Kovalenko]

Christian Holm

Prof. Dr.

Computational Physics

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