61 to 70 of 80 Results
May 10, 2021PN 4
Bridging the gap between theoretic research in distributed and learning-based model predictive control and multi-agent applications. |
Mar 16, 2021PN 6
SimTech Project PN6-3 "Understanding Physical Constraints in Machine Learning for Simulation" |
Mar 12, 2021Stochastic Simulation and Safety Research for Hydrosystems (LS3)
This dataverse contains modeling data (percolation type) and comparison methods (codes) for the project models for gas migration in porous media. |
Mar 12, 2021Projects without PN Affiliation
This dataverse contains data associated with the projects (as sub-dataverses) of LS3. |
Mar 1, 2021
This dataverse hosts data(-verses) without a project network affiliation. |
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 learning. |
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 20, 2020PN 5
SimTech Project PN 5-6 "Physics-informed ANNs for dynamic, distributed and stochastic systems" |