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A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems

Journal of computational physics, 2020-07, Vol.413, p.109456, Article 109456

2020

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Deep-learning-based surrogate flow modeling and geological parameterization for data assimilation in 3D subsurface flow

Computer methods in applied mechanics and engineering, 2021-04, Vol.376, p.113636, Article 113636

2021

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Can You Do That Again? Time Series Consolidation as a Robust Method of Tailoring Gesture Recognition to Individual Users

Sensors (Basel, Switzerland), 2022-10, Vol.22 (19), p.7512

2022

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Tendon Healing: Repair and Regeneration

Annual review of biomedical engineering, 2012-08, Vol.14 (1), p.47-71

2012

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Enhancing finite differences with radial basis functions: Experiments on the Navier–Stokes equations

Journal of computational physics, 2016-07, Vol.316, p.39-62

2016

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Implementation and detailed assessment of a GNAT reduced-order model for subsurface flow simulation

Journal of computational physics, 2019-02, Vol.379, p.192-213

2019

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Tensile ductility of an AlCoCrFeNi multi-phase high-entropy alloy through hot isostatic pressing (HIP) and homogenization

Materials science & engineering. A, Structural materials : properties, microstructure and processing, 2015-10, Vol.647, p.229-240

2015

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Efficient sampling of spreading processes on complex networks using a composition and rejection algorithm

Computer physics communications, 2019-07, Vol.240, p.30-37

2019

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Convolutional – recurrent neural network proxy for robust optimization and closed-loop reservoir management

Computational geosciences, 2023-04, Vol.27 (2), p.179-202

2023

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Error modeling for surrogates of dynamical systems using machine learning

International journal for numerical methods in engineering, 2017-12, Vol.112 (12), p.1801-1827

2017

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Use of reduced-order models in well control optimization

Optimization and engineering, 2017-03, Vol.18 (1), p.105-132

2017

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Use of low-fidelity models with machine-learning error correction for well placement optimization

Computational geosciences, 2022-10, Vol.26 (5), p.1189-1206

2022

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Health of Common Bottlenose Dolphins (Tursiops truncatus) in Barataria Bay, Louisiana, Following the Deepwater Horizon Oil Spill

Environmental science & technology, 2014-01, Vol.48 (1), p.93-103

2014

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Elucidating the Mechanistic Origins of Photocatalytic Hydrogen Evolution Mediated by MoS2/CdS Quantum-Dot Heterostructures

ACS applied materials & interfaces, 2020-09, Vol.12 (39), p.43728-43740

2020

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Data-space inversion using a recurrent autoencoder for time-series parameterization

Computational geosciences, 2021-02, Vol.25 (1), p.411-432

2021

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Application of a particle swarm optimization algorithm for determining optimum well location and type

Computational geosciences, 2010-01, Vol.14 (1), p.183-198

2010

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A general method to select representative models for decision making and optimization under uncertainty

Computers & geosciences, 2016-11, Vol.96, p.109-123

2016

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Multi-asset closed-loop reservoir management using deep reinforcement learning

Computational geosciences, 2024-02, Vol.28 (1), p.23-42

2024

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What is the Role of Nb in Nickel-Rich Layered Oxide Cathodes for Lithium-Ion Batteries?

ACS energy letters, 2021-04, Vol.6 (4), p.1377-1382

2021

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How Bulk Sensitive is Hard X‑ray Photoelectron Spectroscopy: Accounting for the Cathode–Electrolyte Interface when Addressing Oxygen Redox

The journal of physical chemistry letters, 2020-03, Vol.11 (6), p.2106-2112

2020

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Chemical short-range orders and the induced structural transition in high-entropy alloys

Scripta materialia, 2018-02, Vol.144 (C), p.64-68

2018

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On the cubic law and variably saturated flow through discrete open rough-walled discontinuities

International journal of rock mechanics and mining sciences (Oxford, England : 1997), 2016-11, Vol.89, p.200-211

2016

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Electrolyte-Induced Surface Transformation and Transition-Metal Dissolution of Fully Delithiated LiNi0.8Co0.15Al0.05O2

Langmuir, 2017-09, Vol.33 (37), p.9333-9353

2017

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Biobjective optimization for general oil field development

Journal of petroleum science & engineering, 2014-07, Vol.119, p.123-138

2014

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Reduced-order flow modeling and geological parameterization for ensemble-based data assimilation

Computers & geosciences, 2013-06, Vol.55, p.54-69

2013

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A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems

Deep-learning-based surrogate flow modeling and geological parameterization for data assimilation in 3D subsurface flow

Can You Do That Again? Time Series Consolidation as a Robust Method of Tailoring Gesture Recognition to Individual Users

Tendon Healing: Repair and Regeneration

Enhancing finite differences with radial basis functions: Experiments on the Navier–Stokes equations

Implementation and detailed assessment of a GNAT reduced-order model for subsurface flow simulation

Tensile ductility of an AlCoCrFeNi multi-phase high-entropy alloy through hot isostatic pressing (HIP) and homogenization

Efficient sampling of spreading processes on complex networks using a composition and rejection algorithm

Convolutional – recurrent neural network proxy for robust optimization and closed-loop reservoir management

Error modeling for surrogates of dynamical systems using machine learning

Use of reduced-order models in well control optimization

Use of low-fidelity models with machine-learning error correction for well placement optimization

Health of Common Bottlenose Dolphins (Tursiops truncatus) in Barataria Bay, Louisiana, Following the Deepwater Horizon Oil Spill

Elucidating the Mechanistic Origins of Photocatalytic Hydrogen Evolution Mediated by MoS2/CdS Quantum-Dot Heterostructures

Data-space inversion using a recurrent autoencoder for time-series parameterization

Application of a particle swarm optimization algorithm for determining optimum well location and type

A general method to select representative models for decision making and optimization under uncertainty

Multi-asset closed-loop reservoir management using deep reinforcement learning

What is the Role of Nb in Nickel-Rich Layered Oxide Cathodes for Lithium-Ion Batteries?

How Bulk Sensitive is Hard X‑ray Photoelectron Spectroscopy: Accounting for the Cathode–Electrolyte Interface when Addressing Oxygen Redox

Chemical short-range orders and the induced structural transition in high-entropy alloys

On the cubic law and variably saturated flow through discrete open rough-walled discontinuities

Electrolyte-Induced Surface Transformation and Transition-Metal Dissolution of Fully Delithiated LiNi0.8Co0.15Al0.05O2

Biobjective optimization for general oil field development

Reduced-order flow modeling and geological parameterization for ensemble-based data assimilation

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