Publications

Julia Pelzer. Models and Prepared Datasets for the Second Stage : based on the Two Heat Pumps Simulation Datasets. 2024. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]

René Sebastian Skukies. 2023 CCN Time Window Project Code. 2023. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30086 ubs_30165 ubs_40417 unibibliografie]

Julia Pelzer. Models and Prepared Datasets for the First Stage : based on the Single Heat Pump Simulation Datasets. 2024. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]

Kyle Davis, and Miriam Schulte. REG-30 model to replicate simulation results for the GEO.KW project. 2022. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]

Carme Homs Pons, and Robin Lautenschlager. Replication Data for: Coupled Simulations and Parameter Inversion for Neural System and Electrophysiological Muscle Models. 2024. [PUMA: darus edit mult ubs_10005 ubs_10008 ubs_10021 ubs_20008 ubs_20013 ubs_20019 ubs_30082 ubs_30123 ubs_30165 ubs_40195 unibibliografie]

Kyle Davis, and Miriam Schulte. Replication Data for: Radial basis function interpolation with partition of unity for PyRBF. 2022. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]

Alexandra Baier, and Daniel Frank. deepsysid: System Identification Toolkit for Multistep Prediction using Deep Learning. 2023. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40410 unibibliografie]

Tanja Munz, Dirk Väth, Paul Kuznecov, Ngoc Thang Vu, and Daniel Weiskopf. NMTVis - Neural Machine Translation Visualization System. 2021. [PUMA: darus edit mult ubs_10005 ubs_10017 ubs_10021 ubs_20008 ubs_20019 ubs_30081 ubs_30086 ubs_30165 ubs_40110 ubs_40132 ubs_40407 unibibliografie]

Kyle Davis, and Miriam Schulte. COM-4 model to replicate simulation results for the GEO.KW project. 2022. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]

Kyle Davis, and Miriam Schulte. Replication Data for: Geothermal-ML - predicting thermal plume from groundwater heat pumps. 2022. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]

Makoto Takamoto, Timothy Praditia, Raphael Leiteritz, Dan MacKinlay, Francesco Alesiani, Dirk Pflüger, and Mathias Niepert. PDEBench Pretrained Models : Pretrained models for "PDEBench: An Extensive Benchmark for Scientific Machine Learning". 2022. [PUMA: darus edit mult ubs_10002 ubs_10005 ubs_10021 ubs_20002 ubs_20008 ubs_20019 ubs_30028 ubs_30082 ubs_30165 ubs_40041 ubs_40349 ubs_40434 unibibliografie]

Julia Pelzer. Raw Simulation Datasets for Extending Heat Plumes. 2024. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]

Julia Pelzer. Dataset: Single Heat Pump Simulation - Prepared "Learn Params", 100 Data Points. 2023. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]

Felix Huber, Paul-Christian Bürkner, Dominik Göddeke, and Miriam Schulte. Experimental Data and Models for "Knowledge-Based Modeling of Simulation Behavior for Bayesian Optimization". 2023. [PUMA: darus edit mult ubs_10005 ubs_10008 ubs_10021 ubs_20008 ubs_20013 ubs_20019 ubs_30082 ubs_30123 ubs_30165 ubs_40116 ubs_40195 unibibliografie]

Ralf Diestelkämper. Research Data Management Project Form. 2019. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 unibibliografie]

Julia Pelzer. Dataset: Two Heat Pumps Simulation - Raw, 1000 Data Points. 2023. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]

Julia Pelzer. Dataset: Single Heat Pump Simulation - Raw, 100 Data Points. 2023. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]

Julia Pelzer. Dataset: Two Heat Pumps Simulation - Raw, 100 Data Points. 2023. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]

Ishani Banerjee, and Peter Walter. Replication Data for: The Method of Forced Probabilities: a Computation Trick for Bayesian Model Evidence : MFP implementation codes on SIP. 2022. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30080 ubs_30165 ubs_40107 unibibliografie]

Julia Pelzer. Dataset: Single Heat Pump Simulation - Raw, 1000 Data Points. 2023. [PUMA: darus edit mult ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40116 unibibliografie]