activity
20172025
most citedLearned multiphysics inversion with differentiable programming and machine learning

17 citations · 65 across the 7 of their papers we have counts for

collaborators

8 papers

physics.comp-ph2025

BattMo -- Battery Modelling Toolbox

Xavier Raynaud, Halvor Møll Nilsen, August Johansson +6

This paper presents the Battery Modelling Toolbox (BattMo), a flexible finite volume continuum modelling framework in MATLAB\textsuperscript{\textregistered} (\citeproc{ref-MATLAB}…

physics.comp-ph2025

Modeling and Simulation of Coupled Biochemical and Two-Phase Compositional Flow in Underground Hydrogen Storage

Elyes Ahmed, Brahim Amaziane, Salaheddine Chabab +4

Integrating microbial activity into underground hydrogen storage models is crucial for simulating long-term reservoir behavior. In this work, we present a coupled framework that in…

physics.geo-ph2024★ 6 cited

Time-lapse full-waveform permeability inversion: a feasibility study

Ziyi Yin, Mathias Louboutin, Olav Møyner +1

Time-lapse seismic monitoring necessitates integrated workflows that combine seismic and reservoir modeling to enhance reservoir property estimation. We present a feasibility study…

cs.MS2023★ 17 cited

Learned multiphysics inversion with differentiable programming and machine learning

Mathias Louboutin, Ziyi Yin, Rafael Orozco +7

We present the Seismic Laboratory for Imaging and Modeling/Monitoring (SLIM) open-source software framework for computational geophysics and, more generally, inverse problems invol…

math.NA2020★ 12 cited

Efficient Reordered Nonlinear Gauss-Seidel Solvers With Higher Order For Black-Oil Models

Øystein S. Klemetsdal, Atgeirr F. Rasmussen, Olav Møyner +1

The fully implicit method is the most commonly used approach to solve black-oil problems in reservoir simulation. The method requires repeated linearization of large nonlinear syst…

math.NA2020★ 15 cited

Accelerating Multiscale Simulation of Complex Geomodels by Use of Dynamically Adapted Basis Functions

Øystein Strengehagen Klemetsdal, Olav Møyner, Knut-Andreas Lie

A number of different multiscale methods have been developed as a robust alternative to upscaling and as a means for accelerated reservoir simulation of high-resolution geomodels.…