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Efficient Atomic-Resolution Uncertainty Estimation for Neural Network Potentials Using a Replica Ensemble

The journal of physical chemistry letters, 2020-08, Vol.11 (15), p.6090-6096

2020

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Metadynamics sampling in atomic environment space for collecting training data for machine learning potentials

npj computational materials, 2021-08, Vol.7 (1), p.1-9, Article 131

2021

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Applications and training sets of machine learning potentials

Science and technology of advanced materials. Methods, 2023-12, Vol.3 (1)

2023

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Predicting melting temperature of inorganic crystals via crystal graph neural network enhanced by transfer learning

Computational materials science, 2024-02, Vol.234, p.112783, Article 112783

2024

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Atomistic kinetic Monte Carlo simulation on atomic layer deposition of TiN thin film

Computational materials science, 2022-10, Vol.213, p.111620, Article 111620

2022

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Solution-Processed Cu2S Nanostructures for Solar Hydrogen Production

Chemistry of materials, 2023-03, Vol.35 (6), p.2371-2380

2023

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Training machine-learning potentials for crystal structure prediction using disordered structures

Physical review. B, 2020-12, Vol.102 (22), p.1, Article 224104

2020

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Controlled Assembly of Plasmonic Nanoparticles: From Static to Dynamic Nanostructures

Advanced materials (Weinheim), 2021-11, Vol.33 (46), p.n/a

2021

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Spin-wave propagation in the presence of interfacial Dzyaloshinskii-Moriya interaction

Physical review. B, Condensed matter and materials physics, 2013-11, Vol.88 (18), Article 184404

2013

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Highly Reversible Lithium Host Materials for High‐Energy‐Density Anode‐Free Lithium Metal Batteries

Advanced functional materials, 2022-11, Vol.32 (47), p.n/a

2022

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High-Resolution Colloidal Quantum Dot Film Photolithography via Atomic Layer Deposition of ZnO

ACS applied materials & interfaces, 2021-09, Vol.13 (36), p.43075-43084

2021

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Domain-Selective Enzymatic Cross-linking and Etching for Shape-Morphing DNA-Linked Nanoparticle Films

Nano letters, 2024-02, Vol.24 (8), p.2574-2580

2024

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Shape‐Changing DNA‐Linked Nanoparticle Films Dictated by Lateral and Vertical Patterns

Advanced materials (Weinheim), 2022-04, Vol.34 (13), p.e2109091-n/a

2022

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Tunable Redox-Active Triazenyl–Carbene Platforms: A New Class of Anolytes for Non-Aqueous Organic Redox Flow Batteries

ACS applied materials & interfaces, 2020-08, Vol.12 (33), p.37338-37345

2020

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Physicochemical Characteristics and Sensory Attributes of Yanggaeng Treated with Corni fructus Powder: A Pilot Study

Applied sciences, 2023-03, Vol.13 (5), p.2839

2023

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Synergistic effect of oxygen vacancy and dual electrocatalysts in activating anion redox in lithia-based cathodes

Journal of materials chemistry. A, Materials for energy and sustainability, 2022-12, Vol.1 (47), p.2555-2562

2022

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Behavior of Photocarriers in the Light-Induced Metastable State in the p - n Heterojunction of a Cu(In,Ga)Se 2 Solar Cell with CBD-ZnS Buffer Layer

ACS applied materials & interfaces, 2016-08, Vol.8 (34), p.22151-22158

2016

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Spatiotemporal tracking of intracellular nanoparticles using complementary imaging systems reveals acute ferroptosis triggered by burst reduction of ferric ions

Nano today, 2024-06, Vol.56, p.102242, Article 102242

2024

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Electrohydrodynamic jet printing of small-molecule semiconductor crystals on chemically patterned surface for high-performance organic field-effect transistors

Materials chemistry and physics, 2022-06, Vol.285, p.126165, Article 126165

2022

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Physicochemical Properties and Sensory Attributes of Yanggaeng Treated with Citrus Peel Powder

Applied sciences, 2023-10, Vol.13 (20), p.11377

2023

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Physicochemical Properties, Antioxidant Capacities, and Sensory Evaluation of Yanggaeng Treated with Cissus quadrangularis

Applied sciences, 2023-10, Vol.13 (19), p.11092

2023

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Effect of Monovalent Metal Iodide Additives on the Optoelectric Properties of Two-Dimensional Sn-Based Perovskite Films

Chemistry of materials, 2021-04, Vol.33 (7), p.2498-2505

2021

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A Therapeutic Nanovaccine that Generates Anti‐Amyloid Antibodies and Amyloid‐specific Regulatory T Cells for Alzheimer's Disease

Advanced materials (Weinheim), 2023-01, Vol.35 (3), p.e2207719-n/a

2023

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Atomically dispersed platinum electrocatalysts supported on gadolinia-doped ceria nanoparticles for practical high-temperature solid oxide cells

Journal of materials chemistry. A, Materials for energy and sustainability, 2023-11, Vol.11 (46), p.25298-2537

2023

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"Dragging mode" electrohydrodynamic jet printing of polymer-wrapped semiconducting single-walled carbon nanotubes for NO gas-sensing field-effect transistors

Journal of materials chemistry. C, Materials for optical and electronic devices, 2021-11, Vol.9 (44), p.1584-15812

2021

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Efficient Atomic-Resolution Uncertainty Estimation for Neural Network Potentials Using a Replica Ensemble

Metadynamics sampling in atomic environment space for collecting training data for machine learning potentials

Applications and training sets of machine learning potentials

Predicting melting temperature of inorganic crystals via crystal graph neural network enhanced by transfer learning

Atomistic kinetic Monte Carlo simulation on atomic layer deposition of TiN thin film

Solution-Processed Cu2S Nanostructures for Solar Hydrogen Production

Training machine-learning potentials for crystal structure prediction using disordered structures

Controlled Assembly of Plasmonic Nanoparticles: From Static to Dynamic Nanostructures

Spin-wave propagation in the presence of interfacial Dzyaloshinskii-Moriya interaction

Highly Reversible Lithium Host Materials for High‐Energy‐Density Anode‐Free Lithium Metal Batteries

High-Resolution Colloidal Quantum Dot Film Photolithography via Atomic Layer Deposition of ZnO

Domain-Selective Enzymatic Cross-linking and Etching for Shape-Morphing DNA-Linked Nanoparticle Films

Shape‐Changing DNA‐Linked Nanoparticle Films Dictated by Lateral and Vertical Patterns

Tunable Redox-Active Triazenyl–Carbene Platforms: A New Class of Anolytes for Non-Aqueous Organic Redox Flow Batteries

Physicochemical Characteristics and Sensory Attributes of Yanggaeng Treated with Corni fructus Powder: A Pilot Study

Synergistic effect of oxygen vacancy and dual electrocatalysts in activating anion redox in lithia-based cathodes

Behavior of Photocarriers in the Light-Induced Metastable State in the p - n Heterojunction of a Cu(In,Ga)Se 2 Solar Cell with CBD-ZnS Buffer Layer

Spatiotemporal tracking of intracellular nanoparticles using complementary imaging systems reveals acute ferroptosis triggered by burst reduction of ferric ions

Electrohydrodynamic jet printing of small-molecule semiconductor crystals on chemically patterned surface for high-performance organic field-effect transistors

Physicochemical Properties and Sensory Attributes of Yanggaeng Treated with Citrus Peel Powder

Physicochemical Properties, Antioxidant Capacities, and Sensory Evaluation of Yanggaeng Treated with Cissus quadrangularis

Effect of Monovalent Metal Iodide Additives on the Optoelectric Properties of Two-Dimensional Sn-Based Perovskite Films

A Therapeutic Nanovaccine that Generates Anti‐Amyloid Antibodies and Amyloid‐specific Regulatory T Cells for Alzheimer's Disease

Atomically dispersed platinum electrocatalysts supported on gadolinia-doped ceria nanoparticles for practical high-temperature solid oxide cells

"Dragging mode" electrohydrodynamic jet printing of polymer-wrapped semiconducting single-walled carbon nanotubes for NO gas-sensing field-effect transistors

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