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Models and Prepared Datasets for the First Stage, und . Software, (2024)Related to: Pelzer, Julia, and Miriam Schulte. "Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks." Geoenergy Science and Engineering (2024): 212788. doi: 10.1016/j.geoen.2024.212788.Models and Prepared Datasets for the Second Stage : based on Datasets 2HP-Domain Raw. Software, (2024)Related to: Pelzer, Julia, and Miriam Schulte. "Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks." Geoenergy Science and Engineering (2024): 212788. doi: 10.1016/j.geoen.2024.212788.Datasets: 6 Heat Pumps, Simulation - Raw + Prepared : varying permeability fields, fixed pressure gradients. Dataset, (2024)Raw Data for Modeling Heat Plumes of Heat Pumps with varying Flow Directions. Dataset, (2024)Related to: Miliczek, Pascal. "Rotational Equivariance in Convolutional Neural Networks (CNNs) for Modelling Heat Plumes of Heat Pumps in Groundwater". Bachelor Thesis (2024). doi: 10.18419/opus-15412.Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks, und . Geoenergy science and engineering, 237 (June): 212788 (2024)Datasets: 100 Heat Pumps + Synthetic Permeability Fields, Simulation - Raw, 101 Data Points : Randomized heterogeneous permeability field k (Perlin noise), und . Dataset, (2025)Related to: Pelzer, Julia and Verburg, Corné and Heinlein, Alexander and Schulte, Miriam. "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport". 2025. Submitted.Dataset 2HP-Domain Raw 100datapoints. Dataset, (2023)Models and Prepared Datasets for the First Stage : based on the Single Heat Pump Simulation Datasets. Software, (2024)Related to: Pelzer, Julia, and Miriam Schulte. "Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks." Geoenergy Science and Engineering (2024): 212788. doi: 10.1016/j.geoen.2024.212788.Dataset: Single Heat Pump Simulation - Prepared "Learn Params", 100 Data Points. Dataset, (2023)Datasets: 6 Heat Pumps, Simulation - Raw + Prepared, 1000 Data Points. Dataset, (2024)