177 results on '"Durlofsky, Louis J."'
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2. Multi-asset closed-loop reservoir management using deep reinforcement learning
3. Graph network surrogate model for subsurface flow optimization
4. History matching for geological carbon storage using data-space inversion with spatio-temporal data parameterization
5. Surrogate model for geological CO[formula omitted] storage and its use in hierarchical MCMC history matching
6. Convolutional – recurrent neural network proxy for robust optimization and closed-loop reservoir management
7. Neural network surrogate for flow prediction and robust optimization in fractured reservoir systems
8. Optimization of Subsurface Flow Operations Using a Dynamic Proxy Strategy
9. Use of low-fidelity models with machine-learning error correction for well placement optimization
10. Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology
11. Use of multifidelity training data and transfer learning for efficient construction of subsurface flow surrogate models
12. Effective treatment of geometric constraints in derivative-free well placement optimization
13. Deep-learning-based coupled flow-geomechanics surrogate model for CO2 sequestration
14. Multigroup strategy for well control optimization
15. A two-stage optimization strategy for large-scale oil field development
16. Treatment of model error in subsurface flow history matching using a data-space method
17. Computational optimization of solar thermal generation with energy storage
18. Deep-learning-based surrogate flow modeling and geological parameterization for data assimilation in 3D subsurface flow
19. 3D CNN-PCA: A deep-learning-based parameterization for complex geomodels
20. Field development optimization using a sequence of surrogate treatments
21. Data-space inversion using a recurrent autoencoder for time-series parameterization
22. A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems
23. A data-space inversion procedure for well control optimization and closed-loop reservoir management
24. Multifidelity framework for uncertainty quantification with multiple quantities of interest
25. Implementation and detailed assessment of a GNAT reduced-order model for subsurface flow simulation
26. Data-space approaches for uncertainty quantification of CO2 plume location in geological carbon storage
27. Reduced-order modeling of CO2 storage operations
28. A Deep-Learning-Based Geological Parameterization for History Matching Complex Models
29. Gradient-based Pareto optimal history matching for noisy data of multiple types
30. Operational optimization of an integrated solar combined cycle under practical time-dependent constraints
31. Trajectory piecewise quadratic reduced-order model for subsurface flow, with application to PDE-constrained optimization
32. A general method to select representative models for decision making and optimization under uncertainty
33. Regularized kernel PCA for the efficient parameterization of complex geological models
34. Machine-learning-based modeling of coarse-scale error, with application to uncertainty quantification
35. Use of above-zone pressure data to locate and quantify leaks during carbon storage operations
36. A new carbon capture proxy model for optimizing the design and time-varying operation of a coal-natural gas power station
37. Upscaling of CO2 injection into brine with capillary heterogeneity effects
38. Optimization of carbon-capture-enabled coal-gas-solar power generation
39. A New Data-Space Inversion Procedure for Efficient Uncertainty Quantification in Subsurface Flow Problems
40. Multilevel Field Development Optimization Under Uncertainty Using a Sequence of Upscaled Models
41. Production forecasting and uncertainty quantification for naturally fractured reservoirs using a new data-space inversion procedure
42. Use of reduced-order models in well control optimization
43. Optimizing heat integration in a flexible coal–natural gas power station with CO2 capture
44. Ensemble level upscaling for compositional flow simulation
45. Local–Global Upscaling for Compositional Subsurface Flow Simulation
46. Reduced-order flow modeling and geological parameterization for ensemble-based data assimilation
47. Optimal Heat Integration in a Coal-Natural Gas Energy Park with CO2 Capture
48. Data assimilation and uncertainty assessment for complex geological models using a new PCA-based parameterization
49. Comprehensive framework for gradient-based optimization in closed-loop reservoir management
50. Optimization of well placement, CO2 injection rates, and brine cycling for geological carbon sequestration
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