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Progressive transfer learning for advancing machine learning-based reduced-order modeling.
- Published in:
- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-64778-y
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- Article
Fracture Network Influence on Rock Damage and Gas Transport following an Underground Explosion.
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- Geotechnics, 2024, v. 4, n. 1, p. 180, doi. 10.3390/geotechnics4010009
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- Article
Fracture network flow prediction with uncertainty using physics-informed graph features.
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- Computational Geosciences, 2023, v. 27, n. 6, p. 1111, doi. 10.1007/s10596-023-10256-9
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- Article
Predictive scale-bridging simulations through active learning.
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- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-42823-6
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- Article
Characterizing the Impacts of Multi‐Scale Heterogeneity on Solute Transport in Fracture Networks.
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- Geophysical Research Letters, 2023, v. 50, n. 21, p. 1, doi. 10.1029/2023GL104958
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- Article
Predictive scale-bridging simulations through active learning.
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- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-42823-6
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- Article
Quantum algorithms for geologic fracture networks.
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- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-29643-4
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- Article
Enhancing high-fidelity nonlinear solver with reduced order model.
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- Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-22407-6
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- Article
A Geo‐Structurally Based Correction Factor for Apparent Dissolution Rates in Fractured Media.
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- Geophysical Research Letters, 2022, v. 49, n. 15, p. 1, doi. 10.1029/2022GL099513
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- Article
A machine learning framework for rapid forecasting and history matching in unconventional reservoirs.
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- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-01023-w
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- Article
Scale‐Bridging in Three‐Dimensional Fracture Networks: Characterizing the Effects of Variable Fracture Apertures on Network‐Scale Flow Channelization.
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- Geophysical Research Letters, 2021, v. 48, n. 19, p. 1, doi. 10.1029/2021GL094400
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- Article
Scale‐Bridging in Three‐Dimensional Fracture Networks: Characterizing the Effects of Variable Fracture Apertures on Network‐Scale Flow Channelization.
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- Geophysical Research Letters, 2021, v. 48, n. 19, p. 1, doi. 10.1029/2021GL094400
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- Article
Computationally Efficient Multiscale Neural Networks Applied to Fluid Flow in Complex 3D Porous Media.
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- Transport in Porous Media, 2021, v. 140, n. 1, p. 241, doi. 10.1007/s11242-021-01617-y
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- Article
Injection Parameters That Promote Branching of Hydraulic Cracks.
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- Geophysical Research Letters, 2021, v. 48, n. 12, p. 1, doi. 10.1029/2021GL093321
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- Article
3D particle transport in multichannel microfluidic networks with rough surfaces.
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- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-70728-1
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- Article
Modeling and scale-bridging using machine learning: nanoconfinement effects in porous media.
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- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-69661-0
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- Article
Homogenization of Dissolution and Enhanced Precipitation Induced by Bubbles in Multiphase Flow Systems.
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- Geophysical Research Letters, 2020, v. 47, n. 7, p. 1, doi. 10.1029/2020GL087163
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- Article
Inertial Effects During the Process of Supercritical CO<sub>2</sub> Displacing Brine in a Sandstone: Lattice Boltzmann Simulations Based on the Continuum‐Surface‐Force and Geometrical Wetting Models.
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- Water Resources Research, 2019, v. 55, n. 12, p. 11144, doi. 10.1029/2019WR025746
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- Article
Surrogate Models for Estimating Failure in Brittle and Quasi-Brittle Materials.
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- Applied Sciences (2076-3417), 2019, v. 9, n. 13, p. 2706, doi. 10.3390/app9132706
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- Article
Quantifying Topological Uncertainty in Fractured Systems using Graph Theory and Machine Learning.
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- Scientific Reports, 2018, v. 8, n. 1, p. 1, doi. 10.1038/s41598-018-30117-1
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- Article
Machine learning for graph-based representations of three-dimensional discrete fracture networks.
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- Computational Geosciences, 2018, v. 22, n. 3, p. 695, doi. 10.1007/s10596-018-9720-1
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- Article
Fluid-solid reactions in multiphase flows.
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- Geophysical Research Abstracts, 2018, v. 20, p. 1782
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- Article
High-stress triaxial direct-shear fracturing of Utica shale and in situ X-ray microtomography with permeability measurement.
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- Journal of Geophysical Research. Solid Earth, 2016, v. 121, n. 7, p. 5493, doi. 10.1002/2016JB012850
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- Article
Mixing in a three-phase system: Enhanced production of oil-wet reservoirs by CO<sub>2</sub> injection.
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- Geophysical Research Letters, 2016, v. 43, n. 1, p. 196, doi. 10.1002/2015GL066787
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- Article
Effect of advective flow in fractures and matrix diffusion on natural gas production.
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- Water Resources Research, 2015, v. 51, n. 10, p. 8646, doi. 10.1002/2014WR016829
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- Article
Hydraulic fracturing fluid migration in the subsurface: A review and expanded modeling results.
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- Water Resources Research, 2015, v. 51, n. 9, p. 7159, doi. 10.1002/2015WR017810
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- Article
Jumpstarting commercial-scale CO<sub>2</sub> capture and storage with ethylene production and enhanced oil recovery in the US Gulf.
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- Greenhouse Gases: Science & Technology, 2015, v. 5, n. 3, p. 241, doi. 10.1002/ghg.1490
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- Article
Nanoscale simulation of shale transport properties using the lattice Boltzmann method: permeability and diffusivity.
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- Scientific Reports, 2015, p. 8089, doi. 10.1038/srep08089
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- Article
Pore-scale study of dissolution-induced changes in hydrologic properties of rocks with binary minerals.
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- Water Resources Research, 2014, v. 50, n. 12, p. 9343, doi. 10.1002/2014WR015646
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- Article
Relative stability and significance of dawsonite and aluminum minerals in geologic carbon sequestration.
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- Geophysical Research Letters, 2011, v. 38, n. 8, p. n/a, doi. 10.1029/2011GL046845
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- Article
Pore Scale Modeling of Reactive Transport Involved in Geologic CO<sub>2</sub> Sequestration.
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- Transport in Porous Media, 2010, v. 82, n. 1, p. 197, doi. 10.1007/s11242-009-9443-9
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- Article
A colloid-facilitated transport model with variable colloid transport properties.
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- Geophysical Research Letters, 2007, v. 34, n. 9, p. n/a, doi. 10.1029/2007GL029625
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Hydrologic Behavior of Unsaturated, Fractured Tuff.
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- 2005
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- Abstract
Application of the theory of micromixing to groundwater reactive transport models.
- Published in:
- Water Resources Research, 2003, v. 39, n. 11, p. n/a, doi. 10.1029/2003WR002368
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- Article