List of works - Linfeng Zhang

Adaptive coupling of a deep neural network potential to a classical force field

article

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

scientific article published on 11 February 2020

DeePCG: Constructing coarse-grained models via deep neural networks

scientific article published on 01 July 2018

DeePKS: A Comprehensive Data-Driven Approach toward Chemically Accurate Density Functional Theory

scientific article published on 09 December 2020

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

scientific article published on 01 August 2023

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

scientific article published in July 2018

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

scientific article

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

scientific article published on 17 June 2019

Deep neural network for the dielectric response of insulators

scientific article published on 22 July 2020

End-to-end Symmetry Preserving Inter-atomic Potential Energy Model for Finite and Extended Systems ⬇️

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

Ground State Energy Functional with Hartree-Fock Efficiency and Chemical Accuracy

scientific article published on 03 August 2020

Isotope effects in liquid water via deep potential molecular dynamics

scientific article published on 15 October 2019

Phase Diagram of a Deep Potential Water Model

scientific article published on 09 June 2021

Raman spectrum and polarizability of liquid water from deep neural networks

scientific article published on 07 May 2020

Reinforced dynamics for enhanced sampling in large atomic and molecular systems