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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... -
DuMuX code for: "Self-pumping transpiration cooling: A joint experimental and...
This dataset contains the source code used for the work "Härter, J., Veyskarami, M., Schneider, M. et al. Self-Pumping Transpiration Cooling: A Joint Experimental and Numerical... -
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... -
DuMuX code for: "Coupled free-flow-porous media flow processes including drop...
This dataset contains the source code used for the dissertation "Veyskarami, M. (2023). Coupled free-flow-porous media flow processes including drop formation"... -
DuMux 3.10.0
Release 3.10.0 of DuMux, DUNE for Multi-{Phase, Component, Scale, Physics, ...} flow and transport in porous media. DuMux is a free and open-source simulator for flow and... -
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... -
PorePy code for REV simulations for: "Local Thermal Non-Equilibrium Models in...
This dataset contains the source code to reproduce the simulations for the REV-scale model presented in Kostelecky et al., Local Thermal Non-Equilibrium Models in Porous Media:... -
Replication Data for: "Local Thermal Non-Equilibrium Models in Porous Media: ...
This data set contains the data to reproduce the figures presented in Kostelecky et al., Local Thermal Non-Equilibrium Models in Porous Media: A Comparative Study of Conduction... -
DuMuX code for dual network for: "Local Thermal Non-Equilibrium Models in Por...
This dataset contains the source code to reproduce the simulations for the dual network model presented in Kostelecky et al., Local Thermal Non-Equilibrium Models in Porous... -
Netgen/NGSolve code for pore-resolved simulations for: "Local Thermal Non-Equ...
This dataset contains the source code for the pore-resolved simulations presented in Kostelecky et al., Local Thermal Non-Equilibrium Models in Porous Media: A Comparative Study... -
The 11th SPE Comparative Solution Project: Submitted Data
Data submitted to the 11th Society of Petroleum Engineers Comparative Solution Project. Contains the sparse and dense data files of 77 results submitted by 18 participating... -
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... -
Benchmark C1.2 - Numerical results reference solution
Root water uptake simulation with a numerical scheme where the root-soil surface is explicitly resolved by the computational grid. The roots are a one-dimensional network grid... -
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... -
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... -
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... -
Datasets: First Stage 3D Simulation - Raw, 100 and 1000 Data Points
These data sets serve as training data for modelling the temperature field emanating from a groundwater heat pump. They are simulated with Pflotran and saved in h5 format. They...
