1 to 10 of 35 Results
Feb 20, 2020PN 5
SimTech Project PN 5-6 "Physics-informed ANNs for dynamic, distributed and stochastic systems" |
Feb 20, 2020PN 5-6
This dataverse contains dataset and codes for the submitted publication: Praditia, T., Walser, T., Oladyshkin, S. and Nowak, W. (2020): Physics-inspired Artificial Neural Network structure improves prediction: Application to a Thermochemical Energy Storage System |
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 16, 2021PN 6
SimTech Project PN6-3 "Understanding Physical Constraints in Machine Learning for Simulation" |
May 10, 2021PN 4
Bridging the gap between theoretic research in distributed and learning-based model predictive control and multi-agent applications. |
Aug 18, 2021PN 1
SimTech Project PN 1-8 "Bottom-up modeling of hierarchical porous electrode materials via molecular simulation" |
Aug 18, 2021PN 1-8
Simulation input and data as well as analytical calculations and supplementary files regarding the behavior of charged/ionic matter at imperfect metal surfaces. |
Aug 18, 2021Imperfect metals, Thomas-Fermi screening
Supplementary information for the paper to be published in Nature Materials. |