Dongxiao Zhang
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Researcher ORCID ID = 0000-0001-6930-5994
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Computer Science
Dongxiao Zhang's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science University of California, Berkeley
- Bachelors Computer Science University of California, Berkeley
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(Suggest an Edit or Addition)Dongxiao Zhang's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Slowdown of the meridional overturning circulation in the upper Pacific Ocean (2002) (482)
- An efficient, high-order perturbation approach for flow in random porous media via Karhunen-Loève and polynomial expansions (2004) (317)
- Data assimilation for transient flow in geologic formations via ensemble Kalman filter (2006) (315)
- Atlantic Meridional Overturning Circulation (AMOC) in CMIP5 Models: RCP and Historical Simulations (2013) (311)
- Efficient Ensemble-Based Closed-Loop Production Optimization (2009) (296)
- Review on the research and practice of deep learning and reinforcement learning in smart grids (2018) (270)
- Lattice Boltzmann pore-scale model for multicomponent reactive transport in porous media (2006) (258)
- Pore scale study of flow in porous media: Scale dependency, REV, and statistical REV (2000) (246)
- Probabilistic collocation method for flow in porous media: Comparisons with other stochastic methods (2007) (241)
- Observed freshening and warming of the western Pacific Warm Pool (2009) (238)
- Displacement of a two-dimensional immiscible droplet in a channel (2002) (230)
- Convective stability analysis of the long-term storage of carbon dioxide in deep saline aquifers (2006) (230)
- Lattice Boltzmann simulation of chemical dissolution in porous media. (2002) (228)
- Comprehensive review of caprock-sealing mechanisms for geologic carbon sequestration. (2013) (199)
- An improved lattice Boltzmann model for multicomponent reactive transport in porous media at the pore scale (2007) (189)
- The Kuroshio East of Taiwan: Moored Transport Observations from the WOCE PCM-1 Array (2001) (180)
- Simulation of dissolution and precipitation in porous media (2003) (176)
- The Kuroshio East of Taiwan: Modes of Variability and Relationship to Interior Ocean Mesoscale Eddies (2001) (169)
- Pacific Ocean circulation rebounds (2004) (168)
- Data assimilation for distributed hydrological catchment modeling via ensemble Kalman filter (2010) (160)
- Unified lattice Boltzmann method for flow in multiscale porous media. (2002) (146)
- Observational Evidence for Flow between the Subtropical and Tropical Atlantic: The Atlantic Subtropical Cells* (2003) (120)
- Deep Learning of Subsurface Flow via Theory-guided Neural Network (2019) (118)
- Coupled fluid-flow and geomechanics for triple-porosity/dual-permeability modeling of coalbed methane recovery (2010) (116)
- Immiscible displacement in a channel: simulations of fingering in two dimensions (2004) (115)
- Evaluation of a lab-scale tidal flow constructed wetland performance: Oxygen transfer capacity, organic matter and ammonium removal (2011) (115)
- Deep Reinforcement Learning for Power System Applications: An Overview (2020) (112)
- Displacement of a three-dimensional immiscible droplet in a duct (2005) (109)
- Non-modal growth of perturbations in density-driven convection in porous media (2008) (109)
- A stochastic analysis of steady state two‐phase flow in heterogeneous media (2005) (105)
- Mechanisms for Geological Carbon Sequestration (2014) (105)
- Multi-crack interaction in limestone subject to stress and flow of chemical solutions (2009) (102)
- Synthetic well logs generation via Recurrent Neural Networks (2018) (101)
- Lattice Boltzmann model for crystal growth from supersaturated solution (2004) (100)
- Influence of African dust on ocean-atmosphere variability in the tropical Atlantic (2011) (99)
- Investigation of flow and transport processes at the MADE site using ensemble Kalman filter (2008) (97)
- Decadal variability of the shallow Pacific meridional overturning circulation: Relation to tropical sea surface temperatures in observations and climate change models (2006) (96)
- A sparse grid based Bayesian method for contaminant source identification (2012) (93)
- The NCEP GODAS Ocean Analysis of the Tropical Pacific Mixed Layer Heat Budget on Seasonal to Interannual Time Scales (2010) (90)
- Numerical simulation of proppant transport in hydraulic fracture with the upscaling CFD-DEM method (2016) (88)
- Mean transport and seasonal cycle of the Kuroshio east of Taiwan with comparison to the Florida Current (2001) (86)
- Air-Sea Fluxes With a Focus on Heat and Momentum (2019) (85)
- Laboratory characterisation of fracture compressibility for coal and shale gas reservoir rocks: A review (2019) (84)
- History matching of facies distribution with the EnKF and level set parameterization (2010) (81)
- Higher-order effects on flow and transport in randomly heterogeneous porous media. (1996) (76)
- Coupled thermo-hydro-mechanical analysis of stimulation and production for fractured geothermal reservoirs (2019) (73)
- Environmental impacts of hydraulic fracturing in shale gas development in the United States (2015) (73)
- On stochastic modeling of flow in multimodal heterogeneous formations (2002) (73)
- Numerical solutions to statistical moment equations of groundwater flow in nonstationary, bounded, heterogeneous media (1998) (72)
- Nonstationary stochastic analysis of transient unsaturated flow in randomly heterogeneous media (1999) (69)
- Deep learning based forecasting of photovoltaic power generation by incorporating domain knowledge (2021) (68)
- A review of phase behavior simulation of hydrocarbons in confined space: Implications for shale oil and shale gas (2019) (68)
- Data assimilation for nonlinear problems by ensemble Kalman filter with reparameterization (2009) (68)
- Assessing leakage detectability at geologic CO2 sequestration sites using the probabilistic collocation method (2013) (67)
- Onset of convection over a transient base-state in anisotropic and layered porous media (2009) (67)
- Stochastic analysis of unsaturated flow with probabilistic collocation method (2009) (67)
- Numerical modeling of pore-scale phenomena during CO2 sequestration in oceanic sediments (2005) (65)
- Eulerian‐Lagrangian Analysis of Transport Conditioned on Hydraulic Data: 1. Analytical‐Numerical Approach (1995) (65)
- Effect of Local Dispersion on Solute Transport in Randomly Heterogeneous Media (1996) (64)
- A fully coupled thermo-hydro-mechanical, three-dimensional model for hydraulic stimulation treatments (2016) (63)
- Stochastic collocation and mixed finite elements for flow in porous media (2008) (62)
- Study of adaptive fault current algorithm for microgrid dominated by inverter based distributed generators (2010) (59)
- Multiscale pore structure and its effect on gas transport in organic‐rich shale (2017) (59)
- Optimization strategy based on deep reinforcement learning for home energy management (2020) (58)
- Stochastic analysis of steady‐state unsaturated flow in heterogeneous media: Comparison of the Brooks‐Corey and Gardner‐Russo Models (1998) (57)
- Water flow and solute spreading in heterogeneous soils with spatially variable water content (1999) (56)
- Multidecadal variability of the North Brazil Current and its connection to the Atlantic meridional overturning circulation (2011) (56)
- Impact of Adsorption on Gas Transport in Nanopores (2016) (54)
- Probabilistic collocation method for unconfined flow in heterogeneous media. (2009) (53)
- A Comparative Study of the Probabilistic-Collocation and Experimental-Design Methods for Petroleum-Reservoir Uncertainty Quantification (2011) (49)
- Stochastic Formulation for Uncertainty Analysis of Two-Phase Flow in Heterogeneous Reservoirs (2000) (48)
- Dynamic Reservoir Data Assimilation With an Efficient, Dimension-Reduced Kalman Filter (2007) (47)
- An adsorbed gas estimation model for shale gas reservoirs via statistical learning (2017) (47)
- On importance sampling Monte Carlo approach to uncertainty analysis for flow and transport in porous media (2003) (47)
- A multimodel data assimilation framework via the ensemble Kalman filter (2014) (47)
- Efficient and Accurate Quantification of Uncertainty for Multiphase Flow With the Probabilistic Collocation Method (2009) (45)
- Long-term viability of carbon sequestration in deep-sea sediments (2017) (44)
- Nonstationary stochastic analysis of steady state flow through variably saturated, heterogeneous media (1998) (44)
- Iodine in groundwater of the North China Plain: Spatial patterns and hydrogeochemical processes of enrichment (2013) (43)
- A Comparative Study on Uncertainty Quantification for Flow in Randomly Heterogeneous Media Using Monte Carlo Simulations and Conventional and KL-Based Moment-Equation Approaches (2005) (43)
- A Global Ocean Observing System (GOOS), Delivered Through Enhanced Collaboration Across Regions, Communities, and New Technologies (2019) (43)
- Deep reinforcement learning for power system: An overview (2019) (42)
- Pore‐scale simulation of density‐driven convection in fractured porous media during geological CO2 sequestration (2010) (42)
- Stochastic analysis of flow in a heterogeneous unsaturated‐saturated system (2002) (42)
- A modified BET equation to investigate supercritical methane adsorption mechanisms in shale (2019) (42)
- DLGA-PDE: Discovery of PDEs with incomplete candidate library via combination of deep learning and genetic algorithm (2020) (42)
- Stochastic Simulations for Flow in Nonstationary Randomly Heterogeneous Porous Media Using a KL-Based Moment-Equation Approach (2007) (41)
- Stochastic analysis of saturated–unsaturated flow in heterogeneous media by combining Karhunen-Loeve expansion and perturbation method (2004) (40)
- A stochastic collocation based Kalman filter for data assimilation (2010) (40)
- DL-PDE: Deep-learning based data-driven discovery of partial differential equations from discrete and noisy data (2019) (40)
- Solute flux approach to transport through spatially nonstationary flow in porous media (2000) (40)
- A multi-continuum multiple flow mechanism simulator for unconventional oil and gas recovery (2015) (40)
- Comment on A note on head and velocity covariances in three-dimensional flow through heterogeneous (1992) (39)
- Nonergodic Solute Transport in Three‐Dimensional Heterogeneous Isotropic Aquifers (1996) (39)
- Pore scale simulation of solute transport in fractured porous media (2004) (38)
- Surrogate model based iterative ensemble smoother for subsurface flow data assimilation (2017) (37)
- A multi‐scale investigation of interfacial transport, pore fluid flow, and fine particle deposition in a sediment bed (2010) (36)
- Global in situ Observations of Essential Climate and Ocean Variables at the Air–Sea Interface (2019) (36)
- A partitioned update scheme for state‐parameter estimation of distributed hydrologic models based on the ensemble Kalman filter (2013) (36)
- Theory-guided deep-learning for electrical load forecasting (TgDLF) via ensemble long short-term memory (2021) (35)
- Public–Private Partnerships to Advance Regional Ocean-Observing Capabilities: A Saildrone and NOAA-PMEL Case Study and Future Considerations to Expand to Global Scale Observing (2019) (35)
- Multimodel Bayesian analysis of groundwater data worth (2014) (35)
- Global Perspectives on Observing Ocean Boundary Current Systems (2019) (35)
- Efficient Uncertainty Quantification for Dynamic Subsurface Flow with Surrogate by Theory-guided Neural Network (2020) (34)
- Numerical simulation of proppant transport in propagating fractures with the multi-phase particle-in-cell method (2019) (34)
- A comparative study of numerical approaches to risk assessment of contaminant transport (2010) (34)
- Role of low flow and backward flow zones on colloid transport in pore structures derived from real porous media. (2010) (34)
- Structure of the Atlantic Ocean Equatorial Deep Jets (2003) (34)
- Conditional simulations of flow in randomly heterogeneous porous media using a KL-based moment-equation approach (2004) (33)
- Quantitative dynamic analysis of gas desorption contribution to production in shale gas reservoirs (2015) (33)
- Stochastic Analysis of Transient Flow in Heterogeneous, Variably Saturated Porous Media: The van Genuchten–Mualem Constitutive Model (2002) (32)
- Deep-learning of Parametric Partial Differential Equations from Sparse and Noisy Data (2020) (32)
- Probabilistic collocation method for strongly nonlinear problems: 1. Transform by location (2013) (32)
- Ensemble Neural Networks (ENN): A gradient-free stochastic method (2019) (32)
- Perturbation-based moment equation approach for flow in heterogeneous porous media: applicability range and analysis of high-order terms (2003) (32)
- A New Approach to the Modeling of Hydraulic-Fracturing Treatments in Naturally Fractured Reservoirs (2017) (31)
- How Effective Is Carbon Dioxide as an Alternative Fracturing Fluid? (2018) (31)
- Lattice Boltzmann simulation of snow crystal growth in clouds (2009) (31)
- A backward automatic differentiation framework for reservoir simulation (2014) (30)
- History Matching of Channelized Reservoirs With Vector-Based Level-Set Parameterization (2014) (29)
- Data-worth analysis through probabilistic collocation-based Ensemble Kalman Filter (2016) (29)
- Analytical solutions to steady state unsaturated flow in layered, randomly heterogeneous soils via Kirchhoff transformation (2004) (29)
- An adaptive ANOVA-based PCKF for high-dimensional nonlinear inverse modeling (2014) (29)
- Eulerian-Lagrangian analysis of transport conditioned on hydraulic data 3. Spatial moments, travel time distribution, mass flow rate, and cumulative release across a compliance surface (1995) (29)
- New method for reservoir characterization and optimization using CRM–EnOpt approach (2011) (29)
- Forum: The state of stochastic hydrology (2004) (29)
- Physics-Constrained Deep Learning of Geomechanical Logs (2020) (28)
- Probabilistic collocation method for strongly nonlinear problems: 3. Transform by time (2016) (28)
- Ensemble based co-optimization of carbon dioxide sequestration and enhanced oil recovery (2012) (28)
- Data Assimilation of Coupled Fluid Flow and Geomechanics Using the Ensemble Kalman Filter (2010) (28)
- Multiscale Approach for Mechanical Characterization of Organic-Rich Shale and Its Application (2019) (27)
- Head and Velocity Covariances Under Quasi‐Steady State flow and their Effects on Advective Transport (1996) (27)
- Optimization of the Net Present Value of Carbon Dioxide Sequestration and Enhanced Oil Recovery (2011) (27)
- Eulerian-Lagrangian Analysis of Transport Conditioned on Hydraulic Data: 2. Effects of Log Transmissivity and Hydraulic Head Measurements (1995) (27)
- Mooring observations of equatorial currents in the upper 1000 m of the western Pacific Ocean during 2014 (2016) (27)
- Comparing Air-Sea Flux Measurements from a New Unmanned Surface Vehicle and Proven Platforms During the SPURS-2 Field Campaign (2019) (27)
- Study of adsorption behavior in shale reservoirs under high pressure (2018) (27)
- Stochastic analysis of transient saturated flow through heterogeneous fractured porous media: A double‐permeability approach (2000) (26)
- Machine learning subsurface flow equations from data (2019) (26)
- Recent Changes in the Pacific Subtropical Cells Inferred from an Eddy-Resolving Ocean Circulation Model* (2007) (25)
- A Probabilistic Collocation-Based Kalman Filter for History Matching (2011) (25)
- History matching of fracture distributions by ensemble Kalman filter combined with vector based level set parameterization (2013) (24)
- Modelling study on the impact of deep building foundations on the groundwater system (2008) (24)
- Identification of physical processes via combined data-driven and data-assimilation methods (2018) (24)
- Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method (2020) (24)
- Deep‐Learning‐Based Inverse Modeling Approaches: A Subsurface Flow Example (2020) (23)
- Stochastic uncertainty analysis for solute transport in randomly heterogeneous media using a Karhunen‐Loève‐based moment equation approach (2007) (22)
- Stochastic analysis of solute transport in heterogeneous, dual‐permeability media (2002) (22)
- The effect of heterogeneity on hydraulic fracturing in shale (2018) (22)
- Effect of spatial heterogeneity on plume distribution and dilution during CO2 sequestration (2011) (21)
- Nanopore structure and nanomechanical properties of organic-rich terrestrial shale: An insight into technical issues for hydrocarbon production (2020) (21)
- A Fully Coupled Multiphase Multicomponent Flow and Geomechanics Model for Enhanced Coalbed-Methane Recovery and CO2 Storage (2013) (21)
- Water flooding performance prediction by multi-layer capacitance-resistive models combined with the ensemble Kalman filter (2015) (21)
- Eulerian-Lagrangian Analysis of Transport Conditioned on Hydraulic Data: 4. Uncertain Initial Plume State and Non-Gaussian Velocities (1995) (21)
- Numerical study of the stress field during crack growth in porous rocks (2015) (21)
- A three-dimensional numerical method of moments for groundwater flow and solute transport in a nonstationary conductivity field (2003) (20)
- Lattice Boltzmann Simulation of Particle Motion in Binary Immiscible Fluids (2015) (20)
- A Fully Coupled Model for Hydraulic-Fracture Growth During Multiwell-Fracturing Treatments: Enhancing Fracture Complexity (2017) (20)
- Weak Form Theory-guided Neural Network (TgNN-wf) for Deep Learning of Subsurface Single and Two-phase Flow (2020) (20)
- Lattice Boltzmann simulation of the rise and dissolution of two-dimensional immiscible droplets (2009) (19)
- Stochastic representation and dimension reduction for non-Gaussian random fields: review and reflection (2013) (19)
- Detection and classification of transmission line transient faults based on graph convolutional neural network (2021) (19)
- Observed interannual variability of zonal currents in the equatorial Indian Ocean thermocline and their relation to Indian Ocean Dipole (2014) (19)
- Tracking colloid transport in porous media using discrete flow fields and sensitivity of simulated colloid deposition to space discretization. (2010) (19)
- On stochastic study of well capture zones in bounded, randomly heterogeneous media (2003) (19)
- Physical Response of the Tropical–Subtropical North Atlantic Ocean to Decadal–Multidecadal Forcing by African Dust (2012) (19)
- Stochastic analysis of biodegradation fronts in one-dimensional heterogeneous porous media (1998) (19)
- A multiscale probabilistic collocation method for subsurface flow in heterogeneous media (2010) (18)
- Optimization of Carbon Dioxide Sequestration and Enhanced Oil Recovery in Oil Reservoir (2010) (18)
- Measurements from the RV Ronald H. Brown and related platforms as part of the Atlantic Tradewind Ocean-Atmosphere Mesoscale Interaction Campaign (ATOMIC) (2020) (18)
- Efficient and Accurate Global Sensitivity Analysis for Reservoir Simulations By Use of Probabilistic Collocation Method (2014) (18)
- Theory, modeling, and field investigation in hydrogeology : a special volume in honor of Shlomo P. Neuman's 60th birthday (2000) (17)
- A Fully Coupled Model for Hydraulic Fracture Growth During Multi-Well Fracturing Treatments: Enhancing Fracture Complexity (2017) (17)
- Modeling complex, nonlinear geological processes (2002) (17)
- The opportunity and challenge of Big Data's application in distribution grids (2014) (17)
- Experimental investigation of the pore structure of triassic terrestrial shale in the Yanchang Formation, Ordos Basin, China (2017) (16)
- Tracking colloid transport in real pore structures: Comparisons with correlation equations and experimental observations (2012) (16)
- A two-stage adaptive stochastic collocation method on nested sparse grids for multiphase flow in randomly heterogeneous porous media (2017) (16)
- Accurate, Efficient Quantification of Uncertainty for Flow in Heterogeneous Reservoirs Using the KLME Approach (2006) (16)
- Assisted History Matching for Fractured Reservoirs by Use of Hough-Transform-Based Parameterization (2015) (16)
- Probabilistic collocation method for strongly nonlinear problems: 2. Transform by displacement (2014) (16)
- Lattice Boltzmann method on quadtree grids. (2011) (16)
- Solute spreading in nonstationary flows in bounded, heterogeneous unsaturated‐saturated media (2003) (15)
- A stochastic analysis of transient two‐phase flow in heterogeneous porous media (2005) (15)
- Prediction of solute spreading during vertical infiltration in unsaturated, bounded heterogeneous porous media (2000) (15)
- The seasonal cycle of meridional heat transport at 24°N in the North Pacific and in the global ocean (2002) (15)
- Stochastic uncertainty analysis for unconfined flow systems (2006) (15)
- Ground Deformation Revealed by Sentinel-1 MSBAS-InSAR Time-Series over Karamay Oilfield, China (2019) (15)
- Theory-guided Auto-Encoder for Surrogate Construction and Inverse Modeling (2020) (14)
- Applications of nonstationary stochastic theory to solute transport in multi-scale geological media (2003) (14)
- A Surrogate-based Adaptive Sampling Approach for History Matching and Uncertainty Quantification (2015) (13)
- Combining transfer learning and constrained long short-term memory for power generation forecasting of newly-constructed photovoltaic plants (2021) (13)
- Preliminary Exploration on Digital Twin for Power Systems: Challenges, Framework, and Applications. (2019) (13)
- Experimental study on multiphase flow in fracture-vug medium using 3D printing technology and visualization techniques (2020) (13)
- Characteristics and firing control of thyristor controlled series compensation installations (1998) (13)
- History matching of statistically anisotropic fields using the Karhunen-Loeve expansion-based global parameterization technique (2014) (13)
- Review on observational studies of western tropical Pacific Ocean circulation and climate (2020) (13)
- Three‐Dimensional Hydrochemical Model for Dissolutional Growth of Fractures in Karst Aquifers (2020) (13)
- A Comparative Study of Stochastic Collocation Methods for Flow in Spatially Correlated Random Fields (2009) (13)
- Co- and post-seismic Deformation Mechanisms of the MW 7.3 Iran Earthquake (2017) Revealed by Sentinel-1 InSAR Observations (2019) (13)
- Well Log Generation via Ensemble Long Short‐Term Memory (EnLSTM) Network (2020) (13)
- Semiannually alternating exchange of intermediate waters east of the Philippines (2016) (13)
- Dynamic microscale crack propagation in shale (2020) (13)
- Tuning Fractures With Dynamic Data (2018) (13)
- Deep-learning based discovery of partial differential equations in integral form from sparse and noisy data (2020) (12)
- Stochastic delineation of well capture zones (2004) (12)
- Fluid and heat flow in enhanced geothermal systems considering fracture geometrical and topological complexities: An extended embedded discrete fracture model (2021) (12)
- Multiscale-finite-element-based ensemble Kalman filter for large-scale groundwater flow (2012) (12)
- Geological Sequestration of Carbon Dioxide in a Depleted Oil Reservoir (2002) (12)
- An Integrated Approach for History Matching of Multiscale-Fracture Reservoirs (2019) (11)
- Any equation is a forest: Symbolic genetic algorithm for discovering open-form partial differential equations (SGA-PDE) (2021) (11)
- Data Assimilation for Strongly Nonlinear Problems by Transformed Ensemble Kalman Filter (2015) (11)
- Benchmark problems for subsurface flow uncertainty quantification (2015) (11)
- Adaptive Stroud Stochastic Collocation Method for Flow in Random Porous Media via Karhunen-Loeve Expansion (2008) (11)
- Time-Dependent Dispersion of Nonergodic Plumes in Two-Dimensional Heterogeneous Aquifers (1997) (11)
- DERS substrate based on NERS-SERS interaction in integrated microfluidic detection. (2018) (11)
- Efficient History Matching Using the Markov-Chain Monte Carlo Method by Means of the Transformed Adaptive Stochastic Collocation Method (2019) (11)
- Analytical solution for upscaling hydraulic conductivity in anisotropic heterogeneous formations (2019) (11)
- Efficient well placement optimization based on theory-guided convolutional neural network (2022) (11)
- Data-driven decision-making strategies for electricity retailers: Deep reinforcement learning approach (2020) (10)
- Hydromechanical Modeling of Nonplanar Three‐Dimensional Fracture Propagation Using an Iteratively Coupled Approach (2020) (10)
- Pacific subtropical cell variability in coupled climate model simulations of the late 19th–20th century (2006) (10)
- Research on big data applications in Global Energy Interconnection (2018) (10)
- Formation and Evolution of a Freshwater Plume in the Northwestern Tropical Atlantic in February 2020 (2021) (10)
- Jointly updating the mean size and spatial distribution of facies in reservoir history matching (2015) (10)
- Experimental investigation of water sensitivity effects on microscale mechanical behavior of shale (2020) (10)
- History Matching of Stimulated Reservoir Volume of Shale-Gas Reservoirs Using an Iterative Ensemble Smoother (2017) (10)
- An analytical mathematical model for describing the dynamic behavior of the thyristor controlled series compensator (1998) (10)
- Development and evaluation of a novel fracture diverting agent for high temperature reservoirs (2021) (9)
- Solution of diffusivity equations with local sources/sinks and surrogate modeling using weak form Theory-guided Neural Network (2021) (9)
- Reservoir characterization and production optimization using the ensemble-based optimization method and multi-layer capacitance-resistive models (2017) (9)
- Influence of Geochemical Features on the Mechanical Properties of Organic Matter in Shale (2020) (9)
- Preventive control for power system transient security based on XGBoost and DCOPF with consideration of model interpretability (2020) (9)
- Direct numerical simulation of proppant transport in hydraulic fractures with the immersed boundary method and multi-sphere modeling (2021) (9)
- Explicit analytical solutions for one‐dimensional steady state flow in layered, heterogeneous unsaturated soils under random boundary conditions (2007) (9)
- Robust discovery of partial differential equations in complex situations (2021) (8)
- Capacity Credit Evaluation of Photovoltaic Generation Based on System Reserve Capacity (2012) (8)
- Nested sparse grid collocation method with delay and transformation for subsurface flow and transport problems (2017) (8)
- Stochastic study on groundwater flow and solute transport in a porous medium with multi-scale heterogeneity (2002) (8)
- Comprehensive study and comparison of equilibrium and kinetic models in simulation of hydrate reaction in porous media (2020) (8)
- Quantification of uncertainty for fluid flow in heterogeneous petroleum reservoirs (1999) (8)
- Ensemble Based Characterization and History Matching of Naturally Fractured Tight/Shale Gas Reservoirs (2010) (8)
- History matching of facies distribution with varying mean lengths or different principle correlation orientations (2014) (8)
- Analytical solutions to statistical moments for transient flow in two‐dimensional, bounded, randomly heterogeneous media (2005) (8)
- 7 – FLOW IN FRACTURED POROUS MEDIA (2002) (8)
- A study on the characteristics of TCSC based on digital simulations and physical experiments (1998) (7)
- Can the Salt-Advection Feedback Be Detected in Internal Variability of the Atlantic Meridional Overturning Circulation? (2018) (7)
- A stochastic approach to nonlinear unconfined flow subject to multiple random fields (2009) (7)
- Nonstationary stochastic analysis of flow in a heterogeneous semiconfined aquifer (2002) (7)
- Lithology identification from well log curves via neural networks with additional geological constraint (2021) (7)
- Stochastic Methods in Subsurface Contaminant Hydrology (2007) (7)
- A mechanistic model for permeability in deformable gas hydrate-bearing sediments (2020) (7)
- Assessing surface heat fluxes in atmospheric reanalyses with a decade of data from the NOAA Kuroshio Extension Observatory (2016) (7)
- Deep Reinforcement Learning Approach for Autonomous Agents in Consumer-centric Electricity Market (2020) (6)
- Stochastic Collocation Methods for Efficient and Accurate Quantification of Uncertainty in Multiphase Reservoir Simulations (2009) (6)
- Constrained probabilistic collocation method for uncertainty quantification of geophysical models (2015) (6)
- A new analytical model for flow in acidized fractured-vuggy porous media (2019) (6)
- Theory-guided full convolutional neural network: An efficient surrogate model for inverse problems in subsurface contaminant transport (2021) (6)
- Some aspects of stochastic flow and transport in complex geologic media (1992) (6)
- Automatic Estimation of Fracture Properties in Multistage Fractured Shale Gas Horizontal Wells for Reservoir Modeling (2012) (6)
- Conditional stochastic analysis of solute transport in heterogeneous geologic media. (1993) (6)
- Exploring the Pacific Arctic Seasonal Ice Zone With Saildrone USVs (2021) (6)
- A novel targeted plugging and fracture‐adaptable gel used as a diverting agent in fracturing (2019) (6)
- Digital Rock Reconstruction with User-Defined Properties Using Conditional Generative Adversarial Networks (2020) (6)
- A Lagrangian dual-based theory-guided deep neural network (2020) (6)
- Development of 3‐D Curved Fracture Swarms in Shale Rock Driven by Rapid Fluid Pressure Buildup: Insights From Numerical Modeling (2021) (6)
- PRELIMINARY GEOLOGIC MODELING AND FLOW SIMULATION STUDY OF CO2 SEQUESTRATION IN A DEPLETED OIL RESERVOIR. (2001) (5)
- A Solute Flux Approach to Transport through Bounded, Unsaturated Heterogeneous Porous Media (2004) (5)
- Effectiveness of external Sanjierupi Gao on mastalgia caused by mammary gland hyperplasia: a placebo controlled trial. (2013) (5)
- A Dual-Grid, Implicit, and Sequentially Coupled Geomechanics-and-Composition Model for Fractured Reservoir Simulation (2020) (5)
- Impacts of local dispersion and first-order decay on solute transport in randomly heterogeneous porous media (1995) (5)
- Where gas is produced from a shale formation: A simulation study (2017) (5)
- A radial differential pressure decay method with micro-plug samples for determining the apparent permeability of shale matrix (2020) (5)
- Efficient uncertainty quantification for permeability of three-dimensional porous media through image analysis and pore-scale simulations. (2020) (5)
- An Adaptive Deep Learning Framework for Day-ahead Forecasting of Photovoltaic Power Generation (2021) (5)
- History Matching for Non-Gaussian Random Fields Using the Probabilistic Collocation based Kalman Filter (2011) (5)
- A numerical method of moments for solute transport in physically and chemically nonstationary formations: linear equilibrium sorption with random Kd (2004) (5)
- A Method for Cascading Failure Simulation based on Static Security Analysis (2009) (5)
- Data Assimilation of Coupled Fluid Flow and Geomechanics via Ensemble Kalman Filter (2009) (4)
- Interannual Variability of Lower Equatorial Intermediate Current Response to ENSO in the Western Pacific (2020) (4)
- Probabilistic Collocation Based Kalman Filter for Assisted History Matching - A Case Study (2011) (4)
- Simulating particle settling in inclined narrow channels with the unresolved CFD-DEM method (2021) (4)
- Efficient data‐worth analysis for the selection of surveillance operation in a geologic CO 2 sequestration system (2015) (4)
- Physics-constrained indirect supervised learning (2020) (4)
- A Markov Chain Monte Carlo method for the groundwater inverse problem. (2004) (4)
- A fuzzy control scheme for thyristor controlled series compensation in transients of power systems (1998) (4)
- Uncertainty in Net Surface Heat Flux due to Differences in Commonly Used Albedo Products (2020) (4)
- Efficient analytical upscaling method for elliptic equations in three-dimensional heterogeneous anisotropic media (2020) (4)
- Deep Learning of Dynamic Subsurface Flow via Theory-guided Generative Adversarial Network (2020) (4)
- Contrasting phase field method and pairwise force smoothed particle hydrodynamics method in simulating multiphase flow through fracture-vug medium (2020) (4)
- A New Approach to the Modeling of Hydraulic Fracturing Treatments in Naturally Fractured Reservoirs (2016) (3)
- Stochastic Subspace Projection Methods for Efficient Multiphase Flow Uncertainty Assessment (2006) (3)
- Deep learning based closed-loop optimization of geothermal reservoir production (2022) (3)
- A Deep Learning-Based Classification Scheme for False Data Injection Attack Detection in Power System (2021) (3)
- An Approach of State Estimation Based on Process Measurement Data (2009) (3)
- Risk based probabilistic security evaluation algorithm of bulk power system (2008) (3)
- Challenges of Measuring Abyssal Temperature and Salinity at the Kuroshio Extension Observatory (2020) (3)
- Recovery mechanisms and key issues in shale gas development (2016) (3)
- Spatial structure of a collisionally inhomogeneous Bose-Einstein condensate (2013) (3)
- Optimization method of fault feature extraction of broken rotor bar in squirrel cage induction motors (2010) (3)
- Wavelet estimation in nonparametric model under martingale difference errors (2004) (3)
- A deep learning‐based classification scheme for cyber‐attack detection in power system (2021) (3)
- RockGPT: reconstructing three-dimensional digital rocks from single two-dimensional slice with deep learning (2021) (3)
- Generalized prism grid: a pillar-based unstructured grid for simulation of reservoirs with complicated geological geometries (2018) (3)
- GANSim‐3D for Conditional Geomodeling: Theory and Field Application (2021) (3)
- Deep-Learning Discovers Macroscopic Governing Equations for Viscous Gravity Currents from Microscopic Simulation Data (2021) (3)
- Modelling the effects of tool edge radius on micro machining based on smooth particle hydrodynamics simulation method (2014) (3)
- GCEP Progress Report “ Collaborative Research on Carbon Sequestration in Saline Aquifers in China ” (2010) (2)
- COUPLED FLUID FLOW AND GEOMECHANICS IN COALBED METHANE RECOVERY STUDY (2010) (2)
- Surrogate and inverse modeling for two-phase flow in porous media via theory-guided convolutional neural network (2021) (2)
- Uncertainty quantification and inverse modeling for subsurface flow in 3D heterogeneous formations using a theory-guided convolutional encoder-decoder network (2021) (2)
- Pore-scale simulations of flow, transport, and reaction in porous media (2004) (2)
- A numerical method of moments for solute flux in nonstationary-flow fields (2003) (2)
- Evaluating the uncertainty of Darcy velocity with sparse grid collocation method (2009) (2)
- Uncrewed Ocean Gliders and Saildrones Support Hurricane Forecasting and Research (2021) (2)
- Non-intrusive Stochastic Approaches for Efficient Quantification of Uncertainty Associated with Reservoir Simulations (2008) (2)
- Understanding and predicting proppant bedload transport in hydraulic fracture via numerical simulation (2023) (2)
- Deep Learning Based Forecasting of Photovoltaic Power Generation via Theory-guided LSTM (2020) (2)
- Probabilistic Security Evaluation Software for Bulk Power System Considering Bus Arrangement (2008) (2)
- Disturbance propagation in power system based on an epidemic model (2017) (2)
- Hierarchical Dispatch Optimization for Intelligent Community Considering Electricity Evaluation (2020) (2)
- GANSim-3 D for conditional geomodelling : theory and field application 1 2 (2021) (1)
- SEQUESTRATION OF CO2 IN A DEPLETED OIL RESERVOIR: NUMERICAL SIMULATIONS RELATED TO A FIELD DEMONSTRATION (2001) (1)
- Reply to comment of Nield (2007) (1)
- A statistical thermodynamics-based equation of state and phase equilibrium calculation for confined hydrocarbons in shale reservoirs (2022) (1)
- Multiscale Approach to Mechanical Characterization of Shale (2017) (1)
- Search for rogue waves in Bose-Einstein condensates via a theory-guided neural network. (2022) (1)
- Information Fusion using the Kalman Filter based on Karhunen-Loève Decomposition (2008) (1)
- Evaluating the Transport Performance of Novel-Shaped Proppant in Slickwater Fracturing with the Multiscale Modeling Framework (2022) (1)
- Cold Pools Observed by Uncrewed Surface Vehicles in the Central and Eastern Tropical Pacific (2021) (1)
- An Efficient Stochastic Decomposition Approach for Large-Scale Subsurface Flow Problems (2006) (1)
- APPLICABILITY OF UNIMODAL STOCHASTIC APPROACHES IN SIMULATING FLOW IN BIMODAL HETEROGENEOUS FORMATIONS (2001) (1)
- Assessment of an Evaluation Approach for Malodorous Rivers (2015) (1)
- Roles of TAO/TRITON and Argo in tropical Pacific observing system: An OSSE study for multiple time scale variability (2021) (1)
- Author ' s personal copy Stochastic collocation and mixed finite elements for flow in porous media (2008) (1)
- Accelerating the iterative linear solver for reservoir simulation on multicore architectures (2014) (1)
- Conditional Stochastic Analysis for Multiphase Trsnsport in Randomly Heterogeneous, variably Saturated Media (1997) (1)
- Information-Dependent Prediction of Solute Transport in Heterogeneous Geologic Media (1994) (1)
- Analysis of Id-Iq Strategy for Active Power Filter (2020) (1)
- Lagrangian Numerical Simulation of Proppant Transport in Channel Fracturing (2022) (1)
- Sensitivity of asymmetric Oxygen Minimum Zones to remineralization rate and mixing intensity in the tropical Pacific using a basin-scale model (OGCM-DMEC V1.2) (2021) (1)
- Linking Seasonal‐to‐Interannual Variability of Intermediate Currents in the Southwest Tropical Pacific to Wind Forcing and ENSO (2021) (1)
- Super Sites for Advancing Understanding of the Oceanic and Atmospheric Boundary Layers (2021) (1)
- Editorial: Data Science Applications to Inverse and Optimization Problems in Earth Science (2021) (1)
- Recent progresses in Lattice Boltzmann simulations of flow and multi-component reactive transport in porous media (2006) (1)
- Scale-dependent dispersion for solute transport in bounded formations (2021) (0)
- Onset of density-driven convection in heterogeneous porous media: Non-modal stability analysis (2008) (0)
- GCEP Final Report “ Collaborative Research on Carbon Sequestration In Saline Aquifers in China ” (2013) (0)
- Nondilute effects reshape miscible displacement in porous media (2023) (0)
- A new analytical model for flow in acidized fractured-vuggy porous media (2019) (0)
- Hydromechanical Modeling of Nonplanar Three-Dimensional Fracture Propagation Using an Iteratively Coupled Approach (2020) (0)
- Exploring the Pacific Arctic Seasonal Ice Zone With Saildrone USVs. (2021) (0)
- Experimental study on multiphase flow in 3D-printed heterogeneous, filled vugs (2022) (0)
- Sensitivity of asymmetric Oxygen Minimum Zones to remineralization rate and mixing intensity and stoichiometry in the tropical Pacific using a basin-scale model (OGCM-DMEC V1.24) (2021) (0)
- 2 – STOCHASTIC VARIABLES AND PROCESSES (2002) (0)
- Estimation of Macrodispersivity in Bounded Formations by Circulant Embedding and Analysis of Variance (2021) (0)
- Evaluation of Surface Conditions from Operational Forecasts Using in situ Saildrone Observations in the Pacific Arctic (2022) (0)
- Decadal Variability and Predictability in This Issue Evaluation of Short-term Climate Change Prediction in Multi-model Cmip5 Decadal Hindcasts..............7 Evaluation of Multidecadal Variability in Cmip5 Surface Solar Radiation and Inferred Under-estimation of Aerosol Direct Effects over Europe, C (0)
- Experimental investigation of water sensitivity effectson microscale mechanical behavior of shale (2020) (0)
- Multiscale modeling of flow and transport in fractured porous media via the lattice Boltzmann method (2005) (0)
- Air-Sea Fluxes following the Unusually Early Ice Retreats in the Arctic (2020) (0)
- 6 – TWO-PHASE FLOW (2002) (0)
- Risk Evaluation and Management considering Wind Integration: Chinese Experience and Future Trends (2012) (0)
- An Efficient Data-worth Analysis Framework via Probabilistic Collocation Method Based Ensemble Kalman Filter (2015) (0)
- Numerical study on the water-entry characteristics of asynchronous parallel projectiles at an oblique impact angle (2023) (0)
- Saildrone direct covariance wind stress in various wind and current regimes of the tropical Pacific (2023) (0)
- 3 – STEADY-STATE SATURATED FLOW (2002) (0)
- EUREC4A-OA/ATOMIC experiment : Themohaline and dynamical descriptions of mesoscale and submesoscale structures of the Northwest Tropical Atlantic Ocean (2021) (0)
- Heavy Overload Forecasting of Distribution Transformers Based on XGBoost (2019) (0)
- Constructing Sub-scale Surrogate Model for Proppant Settling in Inclined Fractures from Simulation Data with Multi-fidelity Neural Network (2021) (0)
- The Barrier Layer Effect on the Heat and Freshwater Balance from Moored Observations in the Eastern Pacific Fresh Pool (2022) (0)
- Direct Numerical Simulations of the onset of density-driven convection in anisotropic porous media (2006) (0)
- Research on key node identification scheme for power system considering malicious data attacks (2021) (0)
- Science of Geological Carbon Sequestration: Integration of Experimentation and Simulation. (2003) (0)
- Discovery of partial differential equations from highly noisy and sparse data with physics-informed information criterion (2022) (0)
- Deep learning based closed-loop well control optimization of geothermal reservoir with uncertain permeability (2023) (0)
- Numerical Simulations of Density-Driven Flow in Heterogeneous Porous Media (2007) (0)
- Stochastic analysis of well capture zones in heterogeneous porous media (2002) (0)
- Focused Observations for Expanded Comprehension: Advancing Tropical Pacific Coupled Modeling and Process Understanding (2022) (0)
- Geochemical and mechanical characterization of organic matter in shale (2020) (0)
- Extracorporeal membrane oxygenation hospital transfer for treatment of cyanide poisoning combined with severe multiple organ failure: a case report and literature review (2019) (0)
- Deep-learning-based upscaling method for geologic models via theory-guided convolutional neural network (2021) (0)
- 4 – TRANSIENT SATURATED FLOW (2002) (0)
- Correction to “Higher‐order effects on flow and transport in randomly heterogeneous porous media” (1997) (0)
- A Case Study of Fluid Transport in Shale Crushed Samples : Experiment and Interpretation (2014) (0)
- GANSim-surrogate: An integrated framework for conditional geomodelling and uncertainty analysis (2022) (0)
- Evaluation of asymmetric Oxygen Minimum Zones in the tropical Pacific: a basin-scale OGCM-DMEC V1.0 (2020) (0)
- Inferring electrochemical performance and parameters of Li-ion batteries based on deep operator networks (2022) (0)
- Adsorbed and free gas occurrence characteristics and controlling factors of deep shales in the southern Sichuan Basin, China (2022) (0)
- Learning ground states of spin-orbit-coupled Bose-Einstein condensates by a theory-guided neural network (2021) (0)
- Identification of Physical Processes and Unknown Parameters of 3D Groundwater Contaminant Problems via Theory-guided U-net (2022) (0)
- 5 – UNSATURATED FLOW (2002) (0)
- Organic pore structure characterization of shale: a comparison between scanning electron microscopy and helium ion microscopy (2020) (0)
- Sensitivity of asymmetric oxygen minimum zones to mixing intensity and stoichiometry in the tropical Pacific using a basin-scale model (OGCM-DMEC V1.4) (2022) (0)
- Carbon Capture, Utilization & Storage: A General Overview (2021) (0)
- Monte Carlo Simulations of Solute Transport in Bimodal Randomly Heterogeneous Porous Media (2003) (0)
- A first glimpse from the EUREC4A-OA/ATOMIC air-sea experiment (2020) (0)
- MODELING COMPLEX ,N ONLINEAR GEOLOGICAL PROCESSES 1 (2002) (0)
- GANSim-surrogate: An integrated framework for stochastic conditional geomodelling (2023) (0)
- Ocean cross-validated observations from R/Vs L'Atalante, Maria S. Merian, and Meteor and related platforms as part of the EUREC4A-OA/ATOMIC campaign (2023) (0)
- Microscale modeling studies of chemical transport from petroleum contaminant sources (2004) (0)
- Higher-Order Approximations for Saturated Flow in Randomly Heterogeneous Media via Karhunen-Loéve Decomposition (2003) (0)
- Uncertainty quantification of two-phase flow in porous media via coupled-TgNN surrogate model (2022) (0)
- Corrigendum to “Data-worth analysis through probabilistic collocation-based Ensemble Kalman Filter” [J. Hydrol. 540 (2016) 488–503 (2018) (0)
- Effects of heterogeneity on density-driven convection in porous media (2007) (0)
- Introduction to special section: Geoscience of hydraulic fracturing (2021) (0)
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What Schools Are Affiliated With Dongxiao Zhang?
Dongxiao Zhang is affiliated with the following schools:
