Ekspertise
Kontaktperson, ekspertise
- Agentisk KI for vitenskapelige beregninger og simulering
- Agentisk utvikling av vitenskapelig programvare
- Automatisk derivasjon
- Deriverbar simulering og sensitivitetsanalyse
- Ikkelineær prekondisjonering
- Ikke-lineære løsningsmetoder og tidsintegrasjon
- Julia for vitenskapelige beregninger
- Numerisk lineær algebra
- Simulatorutvikling og hurtig prototyping med åpen kildekode
- Strømning i porøse medier
Programvare
Kontaktperson, programvare
Publikasjoner
- Exploring Convergence and Its Limits in Case B of the 11th SPE Comparative Solution Project Les publikasjonen
- Fimbul.jl – fast, flexible, robust, and differentiable geothermal energy simulation in Julia
- Compositional reservoir simulation with a high-resolution compact stencil adaptive implicit method
- A Data-Driven Approach to Select Optimal Time Steps for Complex Reservoir Models
- A distributed field-scale parallel nonlinear domain-decomposition solver Les publikasjonen
- Reduced Physics-Based Simulation for Unconventional Production Forecasting - A 1D Approach
- Optimizing carbon capture and storage infrastructure including physics-based reservoir modelling Les publikasjonen
- JutulDarcy.jl - a fully differentiable high-performance reservoir simulator based on automatic differentiation Les publikasjonen
- Grid-Orientation Effects in the 11th SPE Comparative Solution Project Using Unstructured Grids and Consistent Discretizations
- Accelerating Nonlinear Convergence in Reservoir Simulation by Adaptive Relaxation and Nonlinear Domain-Decomposition Preconditioning
Annen formidling
- Jutul.jl: Fully Differentiable Finite-Volume Simulation in Julia
- Advanced Computational Methods for Modelling, Sensitivity Analysis, and Optimization of VOC Emissions in Cargo Tank Systems
- Fimbul.jl – fast, flexible, robust, and differentiable geothermal energy simulation in Julia
- Predictive digital twins for underground thermal energy storage using differentiable programming
- The 11th Society of Petroleum Engineers Comparative Solution Project: Summary Report
- Adaptive Nonlinear Domain-Decomposition for Scalable Reservoir Simulation
- Numerical Modeling and Sensitivity Analysis of Coupled Hydro-Biogeochemical Processes in Underground Hydrogen Storage
- Prediktive digitale tvillinger for optimal drift av GeoTermos
- THERMODYNAMIC MODELING AND NUMERICAL SIMULATION OF HYDROGEN STORAGE IN SALINE AQUIFERS
- Battery simulation with Julia