Projects
Contact person, projects
Other projects
Expertise
Contact person, expertise
Publications
- Multi-level data assimilation for ocean forecasting using the shallow-water equations Read the publication
- Graphics Processing Unit–Accelerated Incomplete LU Preconditioners for Reservoir Simulation Read the publication
- gpu-ISTL - Extending OPM Flow with GPU Linear Solvers Read the publication
- Multifidelity Multilevel Monte Carlo Method for Rapid Uncertainty Quantification in CO2 Storage Applications
- Sensitivity analysis of parameters for carbon sequestration: Symbolic regression models based on open porous media reservoir simulators predictions
- CO2 Monitoring Design using Value-of-Information Analysis with Applications to the Sleipner Project Read the publication
- Pseudo-Hamiltonian neural networks for learning partial differential equations Read the publication
- A Reinforcement Learning framework for Wake Steering of Wind Turbines Read the publication
- Efficient numerical simulation of vacuum swing adsorption using automatic differentiation
- Constraint Preserving Mixers for the Quantum Approximate Optimization Algorithm Read the publication
Other
- A Comparison of DILU And ILU(0) as GPU-Accelerated Preconditioners
- Learning separable PDE models with pseudo-Hamiltonian neural networks
- Learning PDEs with pseudo-Hamiltonian neural networks
- Pseudo-Hamiltonian neural networks for learning PDEs
- Efficient in-situ machine learning workflows for simulation of subsurface CO2 storage in OPM Flow
- Rank Histogram Estimators for Multi-Level Data Assimilation
- A new simulation framework for modelling CO2 adsorption processes
- Pseudo-Hamiltonian neural networks
- Multi-level Data Assimilation: Statistical Background and Application to the Shallow-Water Model
- Efficient numerical simulation of vacuum swing adsorption using automatic differentiation