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Step 3: Scaled-up Domain and Interactions of Heat Plumes
This dataset serves as training data for modeling the temperature field emanating from open-loop groundwater heat pumps. The dataset was simulated in 2D with Feflow using... -
Step 2: Two Interacting Heat Plumes
This dataset serves as training data for modeling the temperature field emanating from open-loop groundwater heat pumps. The dataset was simulated in 2D with Feflow using... -
Step 1: Single Heat Plume
This dataset serves as training data for modeling the temperature field emanating from open-loop groundwater heat pumps. The dataset was simulated in 2D with Feflow using... -
Trained Neural Networks on Simulated Data of Groundwater Heat Plume Character...
Inference package for thermal plume prediction (v1.0.0). Contains pre-trained MLP and random network models, the ba-predict CLI, sample input files, and a Dockerfile. CPU-only -... -
DuMuX code for modelling evaporation-driven density instabilities in unsatura...
This dataset contains the source code to reproduce the numerical simulations presented in Bringedal et al. Impact of saturation on evaporation-driven density instabilities in... -
Dumux code for a dual-continuum approach for precipitated salt in porous media
This dataset contains the source code to reproduce the numerical simulations presented in Grether et al. "A dual-continuum approach for precipitated salt in porous media:... -
Coupling MRI and XRCT to resolve structure–transport evolution during enzyme-...
This dataset supports the study of enzyme-induced calcite precipitation (EICP) in saturated sand columns under constant flow injection. The experiments investigate how CaCO3... -
Replication Data for: A framework for objectively comparing competing invasio...
This dataset contains the codes for the invasion percolation models and comparison method used in the manuscript: A framework for objectively comparing competing invasion... -
Data for Tau method
Code and data for the publication "Optimized Predictive Coverage by Averaging Time-Windowed Bayesian Distributions" (2024). The folder "code_tau_method" includes the files and... -
Replication Code for: Augmenting a pure and hybrid vertical equilibrium schem...
This data set contains the source code to reproduce the simulation and data-driven models for the publication Augmenting a pure and hybrid vertical me via data-driven... -
Trained Models on Real Permeability Fields, 4+1 Data Points
Models are trained with Heat Plume Prediction on 4 data points (dp). Steps 1 and 3 of LGCNN (Local Global Convolutional Neural Network) are separate, step 2 is a numerical... -
Trained Vanilla Models on Synthetic Permeability Fields, 101 Data Points
Models are trained with [git: DDUNet] on 101 data points (dp). Both, vanilla UNet and DDU-Net, can be applied directly end-to-end. For inference follow the guidelines of Heat... -
Trained Models on Synthetic Permeability Fields, 3+1 Data Points
Models are trained with Heat Plume Prediction. Steps 1 and 3 of LGCNN (Local Global Convolutional Neural Network) are separate, step 2 is a numerical solver that does not... -
Datasets: 100 Heat Pumps + Real Permeability Fields, Simulation - Raw, 4 + 1 ...
This data set serves as training and testing data for modelling the temperature field emanating from open loop groundwater heat pumps (100, randomly placed). It is simulated... -
Datasets: 100 Heat Pumps + Synthetic Permeability Fields, Simulation - Raw, 1...
This data set serves as training and testing data for modelling the temperature field emanating from open loop groundwater heat pumps (100, randomly placed). It is simulated... -
Replication Data for: An entropy-based evaluation of conceptual constraints i...
Hybrid Models for Hydrology This repository contains code for the paper "When physics gets in the way: an entropy-based evaluation of conceptual constraints in hybrid... -
DuMuX code for modelling solute redistribution below evaporating surfaces
This dataset contains the source code to reproduce the numerical simulations presented in Chaudhry et al. Non-invasive imaging of solute redistribution below evaporating... -
Eigenvalue problem solver for evaporation-driven density instabilities in par...
This dataset contains the source code for the eigenvalue problem solver presented in Bringedal et al. "Impact of saturation on evaporation driven density instabilities in porous... -
Microfluidic experiments on single pore-filling instabilities with varying we...
Microfluidic experiments performed at the Multi-Scale Porous Media Lab, Environmental Hydrogeology group, Earth Sciences, Utrecht University. Investigation of single pore... -
Models and Prepared Datasets for 3D-CNN - First Stage
Models trained with Heat Plume Prediction 3D and datasets prepared with Heat Plume Prediction 3D into reasonable format, normalization used to train these models. Based on raw...
