Kunning Tang
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View article: Super-Resolution Imaging of Multiphase Fluid Distributions in Porous Media Using Deep Learning
Super-Resolution Imaging of Multiphase Fluid Distributions in Porous Media Using Deep Learning Open
Super-resolution imaging techniques use deep learning to create large-scale, high-resolution images by combining a low-resolution image encompassing a large volume with high-resolution images on a smaller volume; however, applications to d…
View article: Unlocking Sub‐Micrometer Features in Carbonate Rocks: A Cascading Super‐Resolution Approach for Multiscale Multi‐Instrument Carbonate Characterization
Unlocking Sub‐Micrometer Features in Carbonate Rocks: A Cascading Super‐Resolution Approach for Multiscale Multi‐Instrument Carbonate Characterization Open
Digital imaging and modeling are essential tools for characterizing rock structures and understanding fluid flow behavior. These efforts often rely on X‐ray micro‐computed tomography (micro‐CT), which faces an inherent trade‐off between re…
View article: Revealing Transport, Dissolution, and Precipitation Behaviors in Electrokinetic‐Geochemical Reaction System at Pore‐to‐Core Scales
Revealing Transport, Dissolution, and Precipitation Behaviors in Electrokinetic‐Geochemical Reaction System at Pore‐to‐Core Scales Open
Net‐zero carbon targets drive the development of new underground activities such as hydrogen storage and in situ critical mineral recovery, all of which involve geochemical reactions between minerals and fluid/ion transport. Understanding …
View article: TopoRSNet: A Unique Approach to Maintaining Topological Features for Digital Rock Image Rescaling With Minimal Quality Degradation
TopoRSNet: A Unique Approach to Maintaining Topological Features for Digital Rock Image Rescaling With Minimal Quality Degradation Open
The composition, microstructure, and physical behavior of rock at the core‐to‐pore scale are commonly visualized and characterized using 3D X‐ray microcomputed tomography (micro‐CT). However, a key geophysical problem in micro‐CT rock char…
View article: Electrocatalytic and Photocatalytic N2 Fixation Using Carbon Catalysts
Electrocatalytic and Photocatalytic N2 Fixation Using Carbon Catalysts Open
Carbon catalysts have shown promise as an alternative to the currently available energy-intensive approaches for nitrogen fixation (NF) to urea, NH3, or related nitrogenous compounds. The primary challenges for NF are the natural inertia o…
View article: High-performance zinc anodes enabled by atmospheric plasma enhanced cellulose protective layer for zinc ion batteries
High-performance zinc anodes enabled by atmospheric plasma enhanced cellulose protective layer for zinc ion batteries Open
View article: Controlled ion transport in the subsurface: A coupled advection–diffusion–electromigration system
Controlled ion transport in the subsurface: A coupled advection–diffusion–electromigration system Open
Ion transport within saturated porous media is an intricate process in which efficient ion delivery is desired in many engineering problems. However, controlling the behavior of ion transport proves challenging, as ion transport is influen…
View article: Efficient energy generation from a sweat-powered, wearable, MXene-based hydroelectric nanogenerator
Efficient energy generation from a sweat-powered, wearable, MXene-based hydroelectric nanogenerator Open
Hydroelectric nanogenerators (HENGs) utilize the synergy between conductive nanomaterials and hydrodynamic flow to generate electricity, but their applications are limited by low output power density. Here, a high-performance HENG is devel…
View article: In situ characterization of heterogeneous surface wetting in porous materials
In situ characterization of heterogeneous surface wetting in porous materials Open
The performance of nano- and micro-porous materials in capturing and releasing fluids, such as during CO2 geo-storage and water/gas removal in fuel cells and electrolyzers, is determined by their wettability in contact with the …
View article: Dendrite-free zinc deposition enabled by MXene/nylon scaffold and polydopamine solid-electrolyte interphase for flexible zinc-ion batteries
Dendrite-free zinc deposition enabled by MXene/nylon scaffold and polydopamine solid-electrolyte interphase for flexible zinc-ion batteries Open
The rapid growth of wearable and portable electronic devices calls for energy storage devices with good flexibility, high energy density, and safety. Rechargeable aqueous Zn ion batteries (ZIBs) with the merits of environmental benignity, …
View article: From Surface to Volume: Deep Learning-Driven 3D Realisation of Super-Large 2D SEM Images for Material Characterisation
From Surface to Volume: Deep Learning-Driven 3D Realisation of Super-Large 2D SEM Images for Material Characterisation Open
View article: Scaling Deep Learning for Material Imaging: A Pseudo-3d Model for Tera-Scale 3d Domain Transfer
Scaling Deep Learning for Material Imaging: A Pseudo-3d Model for Tera-Scale 3d Domain Transfer Open
View article: A Pore-Scale Model for Electrokinetic In situ Recovery of Copper: The Influence of Mineral Occurrence, Zeta Potential, and Electric Potential
A Pore-Scale Model for Electrokinetic In situ Recovery of Copper: The Influence of Mineral Occurrence, Zeta Potential, and Electric Potential Open
Electrokinetic in-situ recovery is an alternative to conventional mining, relying on the application of an electric potential to enhance the subsurface flow of ions. Understanding the pore-scale flow and ion transport under electric potent…
View article: Harnessing the power of water: A review of hydroelectric nanogenerators
Harnessing the power of water: A review of hydroelectric nanogenerators Open
Hydroelectric nanogenerators (HENGs) are emerging devices towards sustainable and green energy production. The voltage produced by HENGs varies depending on several variables including the device size and architecture, the type of material…
View article: Controlled Ion Transport in the Subsurface: A Coupled Advection-Diffusion-Electromigration System
Controlled Ion Transport in the Subsurface: A Coupled Advection-Diffusion-Electromigration System Open
Groundwater pollution poses a significant threat to environmental sustainability during urbanization. Existing remediation methods like pump-and-treat and electrokinetics have limited ion transport control. This study introduces a coupled …
View article: A pore-scale model for electrokinetic in situ recovery of copper: the Influence of mineral occurrence, zeta potential, and electric potential
A pore-scale model for electrokinetic in situ recovery of copper: the Influence of mineral occurrence, zeta potential, and electric potential Open
Electrokinetic in-situ recovery is an alternative to conventional mining, relying on the application of an electric potential to enhance the subsurface flow of ions. Understanding the pore-scale flow and ion transport under electric potent…
View article: Large-scale physically accurate modelling of real proton exchange membrane fuel cell with deep learning
Large-scale physically accurate modelling of real proton exchange membrane fuel cell with deep learning Open
View article: Multi-scale modelling of multi-physics flow in coal seams
Multi-scale modelling of multi-physics flow in coal seams Open
View article: Multi-Scale Modelling of Multi-Physics Flow in Coal Seams
Multi-Scale Modelling of Multi-Physics Flow in Coal Seams Open