Projects
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Expertise
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Publications
- Investigating the performance of Robust Daily Production Optimization against a combined well–reservoir model
- A Novel Hybrid Physics/Data-Driven Model for Fractured Reservoir Simulation
- Modelling and Optimization of Shallow Underground Thermal Energy Storage
- Efficient Adaptation and Calibration of Ad joint-Based Reduced-Order Coarse-Grid Network Models
- Rapid Simulation and Optimization of Geological CO2 Sequestration Using Coarse Grid Network Model
- Data-driven modelling with coarse-grid network models Read publication
- Modeling and Optimization of Shallow Geothermal Heat Storage
- Comparison of two different types of reduced graph-based reservoir models: Interwell networks (GPSNet) versus aggregated coarse-grid networks (CGNet) Read publication
- Data-Driven Modelling with Coarse-Grid Network Models
- Numerical Comparison Between ES-MDA and Gradient-Based Optimization for History Matching of Reduced Reservoir Models
Other
- Conceptualizing, simulating and optimizing the integrated operation of a multi-component UTES system
- Data-Driven Modelling with Coarse-Grid Network Models
- Towards digital twins for managing underground thermal energy storage
- Derisking geothermal energy by digitalization: a framework for modelling and optimization of underground thermal energy storage systems
- Modeling and Optimization of Shallow Geothermal Heat Storage
- Using MRST for modeling and optimization of operational strategies for a geothermal storage plant in Asker, Norway
- Data-Driven Modelling with Coarse-Grid Network Models
- Flexible routines for computing sensitivities by adjoints
- Flexible routines for computing sensitivities by adjoints
- Multifidelity Multilevel Monte Carlo Method for Reservoir Simulation