Two-stage History Matching for GeoCquest Field Validation (GFV) Models
Talk, 2025 Stanford Smart Fields Consortium Annual Affiliates Meeting, Stanford, CA, USA
Talks and presentations
Deep Learning Framework for History Matching CO2 Storage with 4D Seismic and Monitoring Well Data
Talk, 2025 SIAM Conference on Computational Science and Engineering: Minisymposium of Digital twins for large-scale complex system, Fort Worth, TX, USA
Deep Learning Framework for History Matching CO2 Storage with 4D Seismic and Monitoring Well Data
Talk, 2024 Stanford Center for Carbon Storage Annual Affiliates Meeting, Stanford, CA, USA
Physics-Informed Convolutional Decoder (PICD): A novel approach for direct inversion of heterogeneous subsurface flow
Talk, Stanford Doerr School of Sustainability Research Review, Stanford, CA, USA
Deep-Learning Model for Early Time History Matching Using 4D Seismic and Monitoring Well Data
Talk, 2024 Stanford Smart Fields Consortium Annual Affiliates Meeting, Stanford, CA, USA
Efficient Uncertainty Quantification and Data Assimilation via Theory-Guided Convolutional Neural Network
Talk, 2021 SPE Reservoir Simulation Conference, Online
Theory-guided deep learning models: A subsurface flow example
Talk, Heart of the Machine—Approaching the world’s top laboratories, Online