List of works - Dongxiao Zhang

A new analytical model for flow in acidized fractured-vuggy porous media

scientific article published on 05 June 2019

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

scientific article published in June 2013

Combining transfer learning and constrained long short-term memory for power generation forecasting of newly-constructed photovoltaic plants

scientific article published on 28 December 2021

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

scientific article published on 16 October 2012

DLGA-PDE: Discovery of PDEs with incomplete candidate library via combination of deep learning and genetic algorithm

scientific article published in 2020

Deep-learning based discovery of partial differential equations in integral form from sparse and noisy data

scientific article published in 2021

Deep-learning of parametric partial differential equations from sparse and noisy data

scientific article published in 2021

Development of 3‐D Curved Fracture Swarms in Shale Rock Driven by Rapid Fluid Pressure Buildup: Insights From Numerical Modeling

scientific article published in 2021

Direct Oil Recovery from Saturated Carbon Nanotube Sponges.

scientific article

Ensemble Neural Networks (ENN): A gradient-free stochastic method

scientific article published on 03 December 2018

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

scientific article published in 2021

Impact of Adsorption on Gas Transport in Nanopores

scientific article published on 29 March 2016

Lattice Boltzmann method on quadtree grids

scientific article published on 28 February 2011

Long-term viability of carbon sequestration in deep-sea sediments.

scientific article

Prediction of solute spreading during vertical infiltration in unsaturated, bounded heterogeneous porous media

scientific article published in March 2000

Robust discovery of partial differential equations in complex situations

scientific article published in 2021

Role of low flow and backward flow zones on colloid transport in pore structures derived from real porous media.

scientific article published on July 2010

Stochastic analysis of transient saturated flow through heterogeneous fractured porous media: A double-permeability approach

scientific article published in April 2000

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

scientific article published in 2022

Symbolic genetic algorithm for discovering open-form partial differential equations (SGA-PDE)

scientific article published in 2022

Unified lattice Boltzmann method for flow in multiscale porous media.

scientific article

List of works by Dongxiao Zhang

A new analytical model for flow in acidized fractured-vuggy porous media

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

Combining transfer learning and constrained long short-term memory for power generation forecasting of newly-constructed photovoltaic plants

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

DLGA-PDE: Discovery of PDEs with incomplete candidate library via combination of deep learning and genetic algorithm

Deep-learning based discovery of partial differential equations in integral form from sparse and noisy data

Deep-learning of parametric partial differential equations from sparse and noisy data

Development of 3‐D Curved Fracture Swarms in Shale Rock Driven by Rapid Fluid Pressure Buildup: Insights From Numerical Modeling

Direct Oil Recovery from Saturated Carbon Nanotube Sponges.

Ensemble Neural Networks (ENN): A gradient-free stochastic method

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

Impact of Adsorption on Gas Transport in Nanopores

Lattice Boltzmann method on quadtree grids

Long-term viability of carbon sequestration in deep-sea sediments.

Prediction of solute spreading during vertical infiltration in unsaturated, bounded heterogeneous porous media

Robust discovery of partial differential equations in complex situations

Role of low flow and backward flow zones on colloid transport in pore structures derived from real porous media.

Stochastic analysis of transient saturated flow through heterogeneous fractured porous media: A double-permeability approach

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

Symbolic genetic algorithm for discovering open-form partial differential equations (SGA-PDE)

Unified lattice Boltzmann method for flow in multiscale porous media.