List of works - Jinzhe Zeng

Combined QM/MM, Machine Learning Path Integral Approach to Compute Free Energy Profiles and Kinetic Isotope Effects in RNA Cleavage Reactions

scientific article published on 16 June 2022

Combustion Driven by Fragment-based Ab Initio Molecular Dynamics Simulation

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

scientific article published on 11 February 2020

DeePMD-kit v2: A software package for deep potential models

scientific article published on 01 August 2023

Development of Range-Corrected Deep Learning Potentials for Fast, Accurate Quantum Mechanical/Molecular Mechanical Simulations of Chemical Reactions in Solution

scholarly article by Jinzhe Zeng et al published 9 November 2021 in Journal of Chemical Theory and Computation

Development of Range-Corrected Deep Learning Potentials for Fast, Accurate Quantum Mechanical/molecular Mechanical Simulations of Chemical Reactions in Solution

scientific article published on 26 February 2021

Development of Range-Corrected Deep Learning Potentials for Fast, Accurate Quantum Mechanical/molecular Mechanical Simulations of Chemical Reactions in Solution

scholarly article published 26 February 2021

Explore the Chemical Space of Linear Alkanes Pyrolysis via Deep Potential Generator

Exploring the Chemical Space of Linear Alkane Pyrolysis via Deep Potential GENerator

scientific article published on 16 December 2020

Fragment-Based Ab Initio Molecular Dynamics Simulation for Combustion

scientific article

Growth of Polycyclic Aromatic Hydrocarbon and Soot Inception by in silico Simulation

scientific article published on 4 April 2022

Inorganic–Organic Hybrid Tongue-Mimic for Time-Resolved Luminescent Noninvasive Pattern and Chiral Recognition of Thiols in Biofluids toward Healthcare Monitoring

article

Modern semiempirical electronic structure methods and machine learning potentials for drug discovery: Conformers, tautomers, and protonation states

scientific article published on 06 March 2023

Neural Network Based in Silico Simulation of Combustion Reactions

scientific article published on 27 November 2019

QDπ: A Quantum Deep Potential Interaction Model for Drug Discovery

scientific article published on 25 January 2023

ReacNetGen: an Automatic Reaction Network Generator for Reactive Molecular Dynamic Simulations

ReacNetGenerator: an Automatic Reaction Network Generator for Reactive Molecular Dynamic Simulations

scientific article published on 26 November 2019

Understanding the selectivity of inhibitors toward PI4KIIIα and PI4KIIIβ based molecular modeling

scientific article published on 18 September 2019

neural network MD simulation of thermal decomposition of a high energy material CL-20/TNT

scientific article published on 18 May 2022

List of works by Jinzhe Zeng

Combined QM/MM, Machine Learning Path Integral Approach to Compute Free Energy Profiles and Kinetic Isotope Effects in RNA Cleavage Reactions

Combustion Driven by Fragment-based Ab Initio Molecular Dynamics Simulation

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

DeePMD-kit v2: A software package for deep potential models

Development of Range-Corrected Deep Learning Potentials for Fast, Accurate Quantum Mechanical/Molecular Mechanical Simulations of Chemical Reactions in Solution

Development of Range-Corrected Deep Learning Potentials for Fast, Accurate Quantum Mechanical/molecular Mechanical Simulations of Chemical Reactions in Solution

Development of Range-Corrected Deep Learning Potentials for Fast, Accurate Quantum Mechanical/molecular Mechanical Simulations of Chemical Reactions in Solution

Explore the Chemical Space of Linear Alkanes Pyrolysis via Deep Potential Generator

Exploring the Chemical Space of Linear Alkane Pyrolysis via Deep Potential GENerator

Fragment-Based Ab Initio Molecular Dynamics Simulation for Combustion

Growth of Polycyclic Aromatic Hydrocarbon and Soot Inception by in silico Simulation

Inorganic–Organic Hybrid Tongue-Mimic for Time-Resolved Luminescent Noninvasive Pattern and Chiral Recognition of Thiols in Biofluids toward Healthcare Monitoring

Modern semiempirical electronic structure methods and machine learning potentials for drug discovery: Conformers, tautomers, and protonation states

Neural Network Based in Silico Simulation of Combustion Reactions

QDπ: A Quantum Deep Potential Interaction Model for Drug Discovery

ReacNetGen: an Automatic Reaction Network Generator for Reactive Molecular Dynamic Simulations

ReacNetGenerator: an Automatic Reaction Network Generator for Reactive Molecular Dynamic Simulations

Understanding the selectivity of inhibitors toward PI4KIIIα and PI4KIIIβ based molecular modeling

neural network MD simulation of thermal decomposition of a high energy material CL-20/TNT