张东晓

2026

Response of terrestrial ecosystems carbon budget to large-scale direct CO2 removal using Community Earth System Model

DOI

2026

Rectal delivered nanocomposite suppository against radiation-induced proctitis

Journal of Nanobiotechnology

DOI

2026

Spatiotemporal iron-hijacking hydrogel reprograms host-pathogen iron homeostasis for fungal keratitis therapy

Cell Reports Medicine

DOI

2026

Polyphenol‐Based Biomaterials Against Cancer Radio/Chemotherapy‐Induced Intestinal Toxicity

Advanced NanoBiomed Research

DOI

2025

Mitigating Human-Nature Tensions Through Adaptive Zoning Informed by the Habitat Suitability of Flagship Species: Insights from the Longbao Reserve on the Qinghai-Tibet Plateau

Land，Vol. 14, No. 8

DOI

2025

Inhalable Nano-Astaxanthin for Radiation-Induced Lung Injury via Enhanced Lung Retention and Inflammation Suppression.

ACS Applied Materials and Interfaces

DOI

2024

Wake biofilm up to enhance suicidal uptake of gallium for chronic lung infection treatment.

Biomaterials

DOI

2023

Smartphone-triggered targeted inactivation of MRSA under SERS monitoring

Nano Today

DOI

2023

Oral Microalgae-Nano Integrated System against Radiation-Induced Injury.

ACS Nano

DOI

2023

Inverse Modeling for Subsurface Flow Based on Deep Learning Surrogates and Active Learning Strategies

Water Resources Research

DOI

2023

Deep learning based closed-loop well control optimization of geothermal reservoir with uncertain permeability

Renewable Energy

DOI

2023

GANSim-surrogate: An integrated framework for stochastic conditional geomodelling

Journal of Hydrology

DOI

2022

SERS/NIR‐II Optical Nanoprobes for Multidimensional Tumor Imaging from Living Subjects, Pathology, and Single Cells and Guided NIR‐II Photothermal Therapy

Advanced Functional Materials

DOI

2022

Visualized Gallium/Lyticase‐Integrated Antifungal Strategy for Fungal Keratitis Treatment

Advances in Materials

DOI

2022

Astaxanthin Activated the Nrf2/HO-1 Pathway to Enhance Autophagy and Inhibit Ferroptosis, Ameliorating Acetaminophen-Induced Liver Injury.

ACS Applied Materials and Interfaces

DOI

2022

Microalgae-based oral microcarriers for gut microbiota homeostasis and intestinal protection in cancer radiotherapy

Nature Communications

DOI

2022

Radiation-assisted strategies provide new perspectives to improve the nanoparticle delivery to tumor.

Advanced Drug Delivery Reviews

DOI

2022

GANSim‐3D for Conditional Geomodeling: Theory and Field Application

Water Resources Research

DOI

2022

Identification of physical processes and unknown parameters of 3D groundwater contaminant problems via theory-guided U-net

Stochastic environmental research and risk assessment (Print)

DOI

2022

Uncertainty quantification of two-phase flow in porous media via coupled-TgNN surrogate model

Geoenergy Science and Engineering

DOI

2021

Simultaneous Deep Tracking of Stem Cells by Surface Enhanced Raman Imaging Combined with Single‐Cell Tracking by NIR‐II Imaging in Myocardial Infarction

Advanced Functional Materials

DOI

2021

Lung-Targeting Lysostaphin Microspheres for Methicillin-Resistant Staphylococcus aureus Pneumonia Treatment and Prevention.

ACS Nano

DOI

2021

Orally deliverable strategy based on microalgal biomass for intestinal disease treatment

Science Advances

DOI

2021

Solution of diffusivity equations with local sources/sinks and surrogate modeling using weak form Theory-guided Neural Network

Advances in Water Resources

DOI

2021

Carbon Capture, Utilization & Storage: A General Overview

Climate Mitigation and Adaptation in China

DOI

2021

Surrogate and inverse modeling for two-phase flow in porous media via theory-guided convolutional neural network

Journal of Computational Physics

DOI

2021

RockGPT: reconstructing three-dimensional digital rocks from single two-dimensional slice with deep learning

Computational Geosciences

DOI

2021

GANSim-3D for conditional geomodelling: theory and field application

DOI

2021

Estimation of Macrodispersivity in Bounded Formations by Circulant Embedding and Analysis of Variance

Water Resources Research

DOI

2021

Uncertainty quantification and inverse modeling for subsurface flow in 3D heterogeneous formations using a theory-guided convolutional encoder-decoder network

Journal of Hydrology

DOI

2021

Lithology identification from well log curves via neural networks with additional geological constraint

Geophysics

DOI

2021

Fluid and heat flow in enhanced geothermal systems considering fracture geometrical and topological complexities: An extended embedded discrete fracture model

DOI

2021

Editorial: Data Science Applications to Inverse and Optimization Problems in Earth Science

Frontiers in Applied Mathematics and Statistics

DOI

2021

Scale-dependent dispersion for solute transport in bounded formations

DOI

2021

Theory-guided full convolutional neural network: An efficient surrogate model for inverse problems in subsurface contaminant transport

Advances in Water Resources

DOI

2021

Deep-learning-based upscaling method for geologic models via theory-guided convolutional neural network

Computational Geosciences

DOI

2020

Biodegradable Microalgae-Based Carriers for Targeted Delivery and Imaging-Guided Therapy toward Lung Metastasis of Breast Cancer.

Small

DOI

2020

Drug Delivery: Biodegradable Microalgae‐Based Carriers for Targeted Delivery and Imaging‐Guided Therapy toward Lung Metastasis of Breast Cancer (Small 20/2020)

Small

DOI

2020

Physics-Constrained Deep Learning of Geomechanical Logs

IEEE Transactions on Geoscience and Remote Sensing

DOI

2020

Efficient analytical upscaling method for elliptic equations in three-dimensional heterogeneous anisotropic media

DOI

2020

Deep‐Learning‐Based Inverse Modeling Approaches: A Subsurface Flow Example

Journal of Geophysical Research - Solid Earth

DOI

2020

Deep Learning of Dynamic Subsurface Flow via Theory-guided Generative Adversarial Network

arXiv.org

DOI

2020

Comprehensive study and comparison of equilibrium and kinetic models in simulation of hydrate reaction in porous media

Journal of Computational Physics

DOI

2020

Efficient Uncertainty Quantification for Dynamic Subsurface Flow with Surrogate by Theory-guided Neural Network

Computer Methods in Applied Mechanics and Engineering

DOI

2020

Weak Form Theory-guided Neural Network (TgNN-wf) for Deep Learning of Subsurface Single and Two-phase Flow

Journal of Computational Physics

DOI

2020

Digital Rock Reconstruction with User-Defined Properties Using Conditional Generative Adversarial Networks

Transport in Porous Media

DOI

2020

Three‐Dimensional Hydrochemical Model for Dissolutional Growth of Fractures in Karst Aquifers

Water Resources Research

DOI

2020

Hydromechanical Modeling of Nonplanar Three‐Dimensional Fracture Propagation Using an Iteratively Coupled Approach

Journal of Geophysical Research - Solid Earth

DOI

2020

A mechanistic model for permeability in deformable gas hydrate-bearing sediments

DOI

2020

A Dual-Grid, Implicit, and Sequentially Coupled Geomechanics-and-Composition Model for Fractured Reservoir Simulation

DOI

2020

Theory-guided Auto-Encoder for Surrogate Construction and Inverse Modeling

arXiv.org

DOI

2019

Coupled thermo-hydro-mechanical analysis of stimulation and production for fractured geothermal reservoirs

Applied Energy

DOI

2019

Efficient History Matching Using the Markov-Chain Monte Carlo Method by Means of the Transformed Adaptive Stochastic Collocation Method

SPE Journal

DOI

2019

Analytical solution for upscaling hydraulic conductivity in anisotropic heterogeneous formations

Advances in Water Resources

DOI

2019

Machine learning subsurface flow equations from data

Computational Geosciences

DOI

2019

An Integrated Approach for History Matching of Multiscale-Fracture Reservoirs

SPE Journal

DOI

2019

Deep Learning of Subsurface Flow via Theory-guided Neural Network

Journal of Hydrology

DOI

2018

Tuning Fractures With Dynamic Data

DOI

2018

Identification of physical processes via combined data-driven and data-assimilation methods

Journal of Computational Physics

DOI

2018

Synthetic well logs generation via Recurrent Neural Networks

Petroleum Exploration and Development

DOI

2018

Generalized prism grid: a pillar-based unstructured grid for simulation of reservoirs with complicated geological geometries

Computational Geosciences

DOI

2018

Corrigendum to “Data-worth analysis through probabilistic collocation-based Ensemble Kalman Filter” [J. Hydrol. 540 (2016) 488–503

DOI

2017

Where gas is produced from a shale formation: A simulation study

DOI

2017

A two-stage adaptive stochastic collocation method on nested sparse grids for multiphase flow in randomly heterogeneous porous media

Journal of Computational Physics

DOI

2017

Surrogate model based iterative ensemble smoother for subsurface flow data assimilation

DOI

2017

Reservoir characterization and production optimization using the ensemble-based optimization method and multi-layer capacitance-resistive models

DOI

2017

Nested sparse grid collocation method with delay and transformation for subsurface flow and transport problems

DOI

2017

History Matching of Stimulated Reservoir Volume of Shale-Gas Reservoirs Using an Iterative Ensemble Smoother

DOI

2016

A New Approach to the Modeling of Hydraulic Fracturing Treatments in Naturally Fractured Reservoirs

DOI

2016

Data-worth analysis through probabilistic collocation-based Ensemble Kalman Filter

DOI

2016

A fully coupled thermo-hydro-mechanical, three-dimensional model for hydraulic stimulation treatments

DOI

2016

Probabilistic collocation method for strongly nonlinear problems: 3. Transform by time

DOI

2015

Jointly updating the mean size and spatial distribution of facies in reservoir history matching

Computational Geosciences

DOI

2015

Data Assimilation for Strongly Nonlinear Problems by Transformed Ensemble Kalman Filter

DOI

2015

Efficient data‐worth analysis for the selection of surveillance operation in a geologic CO 2 sequestration system

DOI

2015

Assisted History Matching for Fractured Reservoirs by Use of Hough-Transform-Based Parameterization

DOI

2015

Benchmark problems for subsurface flow uncertainty quantification

DOI

2015

Water flooding performance prediction by multi-layer capacitance-resistive models combined with the ensemble Kalman filter

DOI

2015

A multi-continuum multiple flow mechanism simulator for unconventional oil and gas recovery

DOI

2015

Quantitative dynamic analysis of gas desorption contribution to production in shale gas reservoirs

DOI

2015

Constrained probabilistic collocation method for uncertainty quantification of geophysical models

Computational Geosciences

DOI

2015

A Surrogate-based Adaptive Sampling Approach for History Matching and Uncertainty Quantification

Annual Simulation Symposium

DOI

2014

History matching of statistically anisotropic fields using the Karhunen-Loeve expansion-based global parameterization technique

Computational Geosciences

DOI

2014

A backward automatic differentiation framework for reservoir simulation

Computational Geosciences

DOI

2014

Accelerating the iterative linear solver for reservoir simulation on multicore architectures

International Conference on Parallel and Distributed Systems

DOI

2014

Efficient and Accurate Global Sensitivity Analysis for Reservoir Simulations By Use of Probabilistic Collocation Method

DOI

2014

Probabilistic collocation method for strongly nonlinear problems: 2. Transform by displacement

DOI

2014

Multimodel Bayesian analysis of groundwater data worth

DOI

2014

An adaptive ANOVA-based PCKF for high-dimensional nonlinear inverse modeling

Journal of Computational Physics

DOI

2014

History Matching of Channelized Reservoirs With Vector-Based Level-Set Parameterization

DOI

2014

Mechanisms for Geological Carbon Sequestration

DOI

2014

History matching of facies distribution with varying mean lengths or different principle correlation orientations

DOI

2014

A multimodel data assimilation framework via the ensemble Kalman filter

DOI

2013

GCEP Final Report “ Collaborative Research on Carbon Sequestration In Saline Aquifers in China ”

2013

A Fully Coupled Multiphase Multicomponent Flow and Geomechanics Model for Enhanced Coalbed-Methane Recovery and CO2 Storage

DOI

2013

Comprehensive review of caprock-sealing mechanisms for geologic carbon sequestration.

Environmental Science and Technology

DOI

2013

A partitioned update scheme for state‐parameter estimation of distributed hydrologic models based on the ensemble Kalman filter

DOI

2013

Probabilistic collocation method for strongly nonlinear problems: 1. Transform by location

DOI

2013

History matching of fracture distributions by ensemble Kalman filter combined with vector based level set parameterization

DOI

2013

Assessing leakage detectability at geologic CO2 sequestration sites using the probabilistic collocation method

DOI

2013

Stochastic representation and dimension reduction for non-Gaussian random fields: review and reflection

Stochastic environmental research and risk assessment (Print)

DOI

2012

Multiscale-finite-element-based ensemble Kalman filter for large-scale groundwater flow

DOI

2012

Automatic Estimation of Fracture Properties in Multistage Fractured Shale Gas Horizontal Wells for Reservoir Modeling

DOI

2012

Ensemble based co-optimization of carbon dioxide sequestration and enhanced oil recovery

DOI

2012

A sparse grid based Bayesian method for contaminant source identification

DOI

2011

Evaluation of a lab-scale tidal flow constructed wetland performance: Oxygen transfer capacity, organic matter and ammonium removal

Ecological Engineering，Vol. 37, No. 11

DOI

2011

New method for reservoir characterization and optimization using CRM–EnOpt approach

DOI

2011

A Comparative Study of the Probabilistic-Collocation and Experimental-Design Methods for Petroleum-Reservoir Uncertainty Quantification

DOI

2011

A Probabilistic Collocation-Based Kalman Filter for History Matching

DOI

2011

Optimization of the Net Present Value of Carbon Dioxide Sequestration and Enhanced Oil Recovery

DOI

2011

History Matching for Non-Gaussian Random Fields Using the Probabilistic Collocation based Kalman Filter

Annual Simulation Symposium

DOI

2011

Effect of spatial heterogeneity on plume distribution and dilution during CO2 sequestration

DOI

2011

Probabilistic Collocation Based Kalman Filter for Assisted History Matching - A Case Study

Annual Simulation Symposium

DOI

2010

利用复合微生物菌剂控制水华的治理工程试验

《环境科学与技术》

2010

Data assimilation for distributed hydrological catchment modeling via ensemble Kalman filter

DOI

2010

COUPLED FLUID FLOW AND GEOMECHANICS IN COALBED METHANE RECOVERY STUDY

DOI

2010

A stochastic collocation based Kalman filter for data assimilation

DOI

2010

Coupled fluid-flow and geomechanics for triple-porosity/dual-permeability modeling of coalbed methane recovery

DOI

2010

A comparative study of numerical approaches to risk assessment of contaminant transport

DOI

2010

A multiscale probabilistic collocation method for subsurface flow in heterogeneous media

DOI

2010

Optimization of Carbon Dioxide Sequestration and Enhanced Oil Recovery in Oil Reservoir

DOI

2010

Pore‐scale simulation of density‐driven convection in fractured porous media during geological CO2 sequestration

DOI

2010

Data Assimilation of Coupled Fluid Flow and Geomechanics Using the Ensemble Kalman Filter

DOI

2010

Ensemble Based Characterization and History Matching of Naturally Fractured Tight/Shale Gas Reservoirs

DOI

2010

History matching of facies distribution with the EnKF and level set parameterization

Journal of Computational Physics

DOI

2009

Stochastic analysis of unsaturated flow with probabilistic collocation method

DOI

2009

Efficient Ensemble-Based Closed-Loop Production Optimization

DOI

2009

Evaluating the uncertainty of Darcy velocity with sparse grid collocation method

DOI