Raw Simulation Datasets for Extending Heat Plumes. 2024. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]
Models and Prepared Datasets for the First Stage : based on the Single Heat Pump Simulation Datasets. 2024. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]
Models and Prepared Datasets for the Second Stage : based on the Two Heat Pumps Simulation Datasets. 2024. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]
Robust Recurrent Neural Network to Identify Ship Motion in Open Water with Performance Guarantees : Technical Report. 2022. [PUMA: mult sent ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40488 unibibliografie]
Replication Data for: Coupled Simulations and Parameter Inversion for Neural System and Electrophysiological Muscle Models. 2024. [PUMA: darus mult ubs_10005 ubs_10008 ubs_10021 ubs_20008 ubs_20013 ubs_20019 ubs_30082 ubs_30123 ubs_30165 ubs_40195 unibibliografie]
Load-Balancing and Spatial Adaptivity for Coarse-Grained Molecular Dynamics Applications. In Wolfgang E. Nagel, H. Kröner, Dietmar, and Michael M. Resch (Eds.), High Performance Computing in Science and Engineering’18, 409-423, Springer, 2019. [PUMA: abgleich mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40349 unibibliografie]
Dataset: Single Heat Pump Simulation - Prepared "Learn Params", 100 Data Points. 2023. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]
Dataset: Two Heat Pumps Simulation - Raw, 1000 Data Points. 2023. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]
Dataset: Two Heat Pumps Simulation - Raw, 100 Data Points. 2023. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]
Dataset: Single Heat Pump Simulation - Raw, 1000 Data Points. 2023. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]
Dataset: Single Heat Pump Simulation - Raw, 100 Data Points. 2023. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]
Experimental Data and Models for "Knowledge-Based Modeling of Simulation Behavior for Bayesian Optimization". 2023. [PUMA: darus mult ubs_10005 ubs_10008 ubs_10021 ubs_20008 ubs_20013 ubs_20019 ubs_30082 ubs_30123 ubs_30165 ubs_40116 ubs_40195 unibibliografie]
deepsysid: System Identification Toolkit for Multistep Prediction using Deep Learning. 2023. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40410 unibibliografie]
Supplements for "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks"". 2023. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40410 unibibliografie]
CLAIRE : Parallelized Diffeomorphic Image Registration for Large-Scale Biomedical Imaging Applications. Journal of imaging, (8)9:251, MDPI, 2022. [PUMA: mult oa ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie wos]
Surrogate-data-enriched Physics-Aware Neural Networks. Proceedings of the Northern Lights Deep Learning Workshop 2022, (3):1-8, Septentrio Academic Publishing, 2022. [PUMA: mult sent ubs_10005 ubs_10008 ubs_10021 ubs_20008 ubs_20013 ubs_20019 ubs_30082 ubs_30123 ubs_30165 ubs_40305 ubs_40349 unibibliografie]
Learning Free-Surface Flow with Physics-Informed Neural Networks. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 1668-1673, IEEE, Piscataway, 2021. [PUMA: mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40349 unibibliografie wos]
Replication Data for: Radial basis function interpolation with partition of unity for PyRBF. 2022. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]
REG-30 model to replicate simulation results for the GEO.KW project. 2022. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]
Replication Data for: Geothermal-ML - predicting thermal plume from groundwater heat pumps. 2022. [PUMA: darus mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]