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Solving many-electron Schrödinger equation using deep neural networks

Journal of computational physics, 2019-12, Vol.399, p.108929, Article 108929

2019

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Phase Diagram of a Deep Potential Water Model

Physical review letters, 2021-06, Vol.126 (23), p.1-236001, Article 236001

2021

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Deep Potential: A General Representation of a Many-Body Potential Energy Surface

Communications in computational physics, 2018-01, Vol.23 (3), p.629-639

2018

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DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models

Computer physics communications, 2020-08, Vol.253 (C), p.107206, Article 107206

2020

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DeePCG: Constructing coarse-grained models via deep neural networks

The Journal of chemical physics, 2018-07, Vol.149 (3), p.034101-034101

2018

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Measuring imported case risk of COVID-19 from inbound international flights --- A case study on China

Journal of air transport management, 2020-10, Vol.89, p.101918-101918, Article 101918

2020

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Accurate Deep Potential model for the Al–Cu–Mg alloy in the full concentration space

Chinese physics B, 2021-05, Vol.30 (5), p.50706-21

2021

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Raman spectrum and polarizability of liquid water from deep neural networks

Physical chemistry chemical physics : PCCP, 2020-05, Vol.22 (19), p.1592-162

2020

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Free energy of proton transfer at the water–TiO2 interface from ab initio deep potential molecular dynamics

Chemical science (Cambridge), 2020-03, Vol.11 (9), p.2335-2341

2020

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The Disease Burden of Atrial Fibrillation in China from a National Cross-sectional Survey

The American journal of cardiology, 2018-09, Vol.122 (5), p.793-798

2018

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Author Correction: Data-driven quantum chemical property prediction leveraging 3D conformations with Uni-Mol

Nature communications, 2024-10, Vol.15 (1), p.8548-1, Article 8548

2024

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Data-driven quantum chemical property prediction leveraging 3D conformations with Uni-Mol

Nature communications, 2024-08, Vol.15 (1), p.7104-11, Article 7104

2024

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LncRNA DLX6-AS1 Contributes to Epithelial–Mesenchymal Transition and Cisplatin Resistance in Triple-negative Breast Cancer via Modulating Mir-199b-5p/Paxillin Axis

Cell transplantation, 2020-01, Vol.29, p.963689720929983

2020

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Deep learning inter-atomic potential model for accurate irradiation damage simulations

Applied physics letters, 2019-06, Vol.114 (24)

2019

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MSC Exosomes Containing Valproic Acid Promote Wound Healing by Modulating Inflammation and Angiogenesis

Molecules (Basel, Switzerland), 2024-09, Vol.29 (17), p.4281

2024

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Applications of Engineered Skin Tissue for Cosmetic Component and Toxicology Detection

Cell transplantation, 2024-01, Vol.33, p.9636897241235464-9636897241235464

2024

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Entangled X-Ray Photon Pair Generation by Free-Electron Lasers

Physical review letters, 2023-08, Vol.131 (7), p.073601-073601, Article 073601

2023

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Dux-Mediated Corrections of Aberrant H3K9ac during 2-Cell Genome Activation Optimize Efficiency of Somatic Cell Nuclear Transfer

Cell stem cell, 2021-01, Vol.28 (1), p.150-163.e5

2021

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A comprehensive transformer-based approach for high-accuracy gas adsorption predictions in metal-organic frameworks

Nature communications, 2024-03, Vol.15 (1), p.1904-1904, Article 1904

2024

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A Novel Design Method of High Throughput Blockchain for 6G Networks: Performance Analysis and Optimization Model

IEEE internet of things journal, 2022-12, Vol.9 (24), p.25643-25659

2022

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m^$ of two-dimensional electron gas: A neural canonical transformation study

SciPost physics, 2023-06, Vol.14 (6), p.154, Article 154

2023

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Neural Canonical Transformation with Symplectic Flows

Physical review. X, 2020-04, Vol.10 (2), p.021020, Article 021020

2020

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Highly diverse sputum microbiota correlates with the disease severity in patients with community-acquired pneumonia: a longitudinal cohort study

Respiratory research, 2024-05, Vol.25 (1), p.223-13, Article 223

2024

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Identification of a highly conserved neutralizing epitope within the RBD region of diverse SARS-CoV-2 variants

Nature communications, 2024-01, Vol.15 (1), p.842-15, Article 842

2024

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Air pollution attenuated the benefits of physical activity on blood pressure: Evidence from a nationwide cross-sectional study

Ecotoxicology and environmental safety, 2023-09, Vol.262, p.115345-115345, Article 115345

2023

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Solving many-electron Schrödinger equation using deep neural networks

Phase Diagram of a Deep Potential Water Model

Deep Potential: A General Representation of a Many-Body Potential Energy Surface

DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models

DeePCG: Constructing coarse-grained models via deep neural networks

Measuring imported case risk of COVID-19 from inbound international flights --- A case study on China

Accurate Deep Potential model for the Al–Cu–Mg alloy in the full concentration space

Raman spectrum and polarizability of liquid water from deep neural networks

Free energy of proton transfer at the water–TiO2 interface from ab initio deep potential molecular dynamics

The Disease Burden of Atrial Fibrillation in China from a National Cross-sectional Survey

Author Correction: Data-driven quantum chemical property prediction leveraging 3D conformations with Uni-Mol

Data-driven quantum chemical property prediction leveraging 3D conformations with Uni-Mol

LncRNA DLX6-AS1 Contributes to Epithelial–Mesenchymal Transition and Cisplatin Resistance in Triple-negative Breast Cancer via Modulating Mir-199b-5p/Paxillin Axis

Deep learning inter-atomic potential model for accurate irradiation damage simulations

MSC Exosomes Containing Valproic Acid Promote Wound Healing by Modulating Inflammation and Angiogenesis

Applications of Engineered Skin Tissue for Cosmetic Component and Toxicology Detection

Entangled X-Ray Photon Pair Generation by Free-Electron Lasers

Dux-Mediated Corrections of Aberrant H3K9ac during 2-Cell Genome Activation Optimize Efficiency of Somatic Cell Nuclear Transfer

A comprehensive transformer-based approach for high-accuracy gas adsorption predictions in metal-organic frameworks

A Novel Design Method of High Throughput Blockchain for 6G Networks: Performance Analysis and Optimization Model

m^$ of two-dimensional electron gas: A neural canonical transformation study

Neural Canonical Transformation with Symplectic Flows

Highly diverse sputum microbiota correlates with the disease severity in patients with community-acquired pneumonia: a longitudinal cohort study

Identification of a highly conserved neutralizing epitope within the RBD region of diverse SARS-CoV-2 variants

Air pollution attenuated the benefits of physical activity on blood pressure: Evidence from a nationwide cross-sectional study

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