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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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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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Energy management in a microgrid with distributed energy resources

Energy conversion and management, 2014-02, Vol.78, p.297-305

2014

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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 performance of a grid-tied microgrid with hydrogen storage and a hydrogen fuel cell stack

Energy conversion and management, 2014-11, Vol.87, p.421-427

2014

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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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Multi-UAV Data Collection and Path Planning Method for Large-Scale Terminal Access

Sensors (Basel, Switzerland), 2023-10, Vol.23 (20), p.8601

2023

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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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Isotope effects in liquid water via deep potential molecular dynamics

Molecular physics, 2019-11, Vol.117 (22), p.3269-3281

2019

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One-pot synthesized NiFe2O4/CeO2 composite catalyst for efficient degradation of methylene blue via photocatalysis under visible light

Catalysis communications, 2023-12, Vol.185, p.106814, Article 106814

2023

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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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Crystal Structure Prediction of Binary Alloys via Deep Potential

Frontiers in chemistry, 2020-11, Vol.8, p.589795-589795

2020

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A Joint Graph-Based Approach for Simultaneous Underwater Localization and Mapping for AUV Navigation Fusing Bathymetric and Magnetic-Beacon-Observation Data

Journal of marine science and engineering, 2024-06, Vol.12 (6), p.954

2024

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Prediction of Marine Pycnocline Based on Kernel Support Vector Machine and Convex Optimization Technology

Sensors (Basel, Switzerland), 2019-03, Vol.19 (7), p.1562

2019

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Docosahexaenoic acid supresses breast cancer cell proliferation and migration by promoting the expression of miR-99a and targeting mTOR signaling

Arabian journal of chemistry, 2021-08, Vol.14 (8), p.103298, Article 103298

2021

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DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics

Computer physics communications, 2018-07, Vol.228 (C), p.178-184

2018

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How protective is China's National Ambient Air Quality Standards on short-term PM2.5? Findings from blood pressure measurements of 1 million adults

Environmental research letters, 2020-12, Vol.15 (12), p.125014

2020

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Hazard-Free Treatment of Electrolytic Manganese Residue and Recovery of High-Concentration SO2 Using High-Temperature Reduction Roasting Process

Separations, 2023-05, Vol.10 (5), p.288

2023

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Simulation of Pedestrian Behavior in the Collision-Avoidance Process considering Their Moving Preferences

Discrete dynamics in nature and society, 2017-01, Vol.2017 (2017), p.1-11

2017

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Deep Potential Molecular Dynamics: A Scalable Model with the Accuracy of Quantum Mechanics

Physical review letters, 2018-04, Vol.120 (14), p.143001-143001, Article 143001

2018

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Solving many-electron Schrödinger equation using deep neural networks

Phase Diagram of a Deep Potential Water Model

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

Energy management in a microgrid with distributed energy resources

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 performance of a grid-tied microgrid with hydrogen storage and a hydrogen fuel cell stack

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

Multi-UAV Data Collection and Path Planning Method for Large-Scale Terminal Access

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

Isotope effects in liquid water via deep potential molecular dynamics

One-pot synthesized NiFe2O4/CeO2 composite catalyst for efficient degradation of methylene blue via photocatalysis under visible light

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

Neural Canonical Transformation with Symplectic Flows

Crystal Structure Prediction of Binary Alloys via Deep Potential

A Joint Graph-Based Approach for Simultaneous Underwater Localization and Mapping for AUV Navigation Fusing Bathymetric and Magnetic-Beacon-Observation Data

Prediction of Marine Pycnocline Based on Kernel Support Vector Machine and Convex Optimization Technology

Docosahexaenoic acid supresses breast cancer cell proliferation and migration by promoting the expression of miR-99a and targeting mTOR signaling

DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics

How protective is China's National Ambient Air Quality Standards on short-term PM2.5? Findings from blood pressure measurements of 1 million adults

Hazard-Free Treatment of Electrolytic Manganese Residue and Recovery of High-Concentration SO2 Using High-Temperature Reduction Roasting Process

Simulation of Pedestrian Behavior in the Collision-Avoidance Process considering Their Moving Preferences

Deep Potential Molecular Dynamics: A Scalable Model with the Accuracy of Quantum Mechanics

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