Picture for Louis J. Durlofsky

Louis J. Durlofsky

Likelihood-Free Inference and Hierarchical Data Assimilation for Geological Carbon Storage

Add code
Oct 20, 2024
Viaarxiv icon

Accelerated training of deep learning surrogate models for surface displacement and flow, with application to MCMC-based history matching of CO2 storage operations

Add code
Aug 20, 2024
Viaarxiv icon

Deep Learning Framework for History Matching CO2 Storage with 4D Seismic and Monitoring Well Data

Add code
Aug 02, 2024
Viaarxiv icon

Latent diffusion models for parameterization and data assimilation of facies-based geomodels

Add code
Jun 21, 2024
Viaarxiv icon

Graph Network Surrogate Model for Subsurface Flow Optimization

Add code
Dec 14, 2023
Viaarxiv icon

History Matching for Geological Carbon Storage using Data-Space Inversion with Spatio-Temporal Data Parameterization

Add code
Oct 05, 2023
Viaarxiv icon

Surrogate Model for Geological CO2 Storage and Its Use in MCMC-based History Matching

Add code
Aug 11, 2023
Viaarxiv icon

Multi-Asset Closed-Loop Reservoir Management Using Deep Reinforcement Learning

Add code
Jul 21, 2022
Figure 1 for Multi-Asset Closed-Loop Reservoir Management Using Deep Reinforcement Learning
Figure 2 for Multi-Asset Closed-Loop Reservoir Management Using Deep Reinforcement Learning
Figure 3 for Multi-Asset Closed-Loop Reservoir Management Using Deep Reinforcement Learning
Figure 4 for Multi-Asset Closed-Loop Reservoir Management Using Deep Reinforcement Learning
Viaarxiv icon

Use of Multifidelity Training Data and Transfer Learning for Efficient Construction of Subsurface Flow Surrogate Models

Add code
Apr 23, 2022
Figure 1 for Use of Multifidelity Training Data and Transfer Learning for Efficient Construction of Subsurface Flow Surrogate Models
Figure 2 for Use of Multifidelity Training Data and Transfer Learning for Efficient Construction of Subsurface Flow Surrogate Models
Figure 3 for Use of Multifidelity Training Data and Transfer Learning for Efficient Construction of Subsurface Flow Surrogate Models
Figure 4 for Use of Multifidelity Training Data and Transfer Learning for Efficient Construction of Subsurface Flow Surrogate Models
Viaarxiv icon

Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology

Add code
Mar 24, 2022
Figure 1 for Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology
Figure 2 for Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology
Figure 3 for Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology
Figure 4 for Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology
Viaarxiv icon