21 to 30 of 49 Results
Jul 5, 2022PN 3
Use of physically-based surrogate models to accelerate the optimization of classical force fields and development of new reduced order models for transport properties based on entropy scaling. Machine-learned models for transport properties will be developed with an increasing da... |
Jun 12, 2023PN 3
We aim to use first-principles calculations at finite temperatures in combination with machine learning (ML) techniques to derive an accurate picture of hydrogen embrittlement in Ni-based superalloys. The ML-based interatomic potential will allow for the determination of the temp... |
Feb 15, 2021PN 3
Processing Uncertain Microstructural Data: The projects objective is to relate image-based data of stochastic microstructures to their quantities of interest. The data consists mainly of microstructure images, corresponding material properties and features deployed in machine lea... |
Mar 13, 2024PN 2
SimTech Project PN 2-7 "Data-integrated training of surrogate models for uncertainty quantification and diagnostics of complex biological systems models" |
Apr 19, 2022PN 2
Software-driven RDM (sdRDM), a generic and extensible bottom-up research data management concept and its application in biocatalysis and beyond. |
Nov 9, 2023PN 2
Open-Source structurally physiological Hill-type model of the muscle spindle for forward-dynamic simulations in biophysics and biomechanics. |
Aug 18, 2021PN 1
SimTech Project PN 1-8 "Bottom-up modeling of hierarchical porous electrode materials via molecular simulation" |
Nov 22, 2021PN 1
SimTech Project PN 1-6 "Upscaling of two-phase porous media flow based on fluid morphology." |