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Density and Temperature Dependence of Proton Diffusion in Water: A First-Principles Molecular Dynamics Study
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journal
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September 2005 |
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Tight-binding Hamiltonian from first-principles calculations
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journal
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April 2008 |
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Atomistic simulation studies of complex carbon and silicon systems using environment-dependent tight-binding potentials
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journal
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April 2008 |
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Atomistic modeling of finite-temperature properties of crystalline β-SiC
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journal
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June 1998 |
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Interatomic potential for Si–O systems using Tersoff parameterization
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journal
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April 2007 |
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PhysNet: A Neural Network for Predicting Energies, Forces, Dipole Moments, and Partial Charges
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journal
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April 2019 |
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Second-Generation ReaxFF Water Force Field: Improvements in the Description of Water Density and OH-Anion Diffusion
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journal
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June 2017 |
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Embedded Atom Neural Network Potentials: Efficient and Accurate Machine Learning with a Physically Inspired Representation
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journal
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August 2019 |
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Charge equilibration for molecular dynamics simulations
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journal
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April 1991 |
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ReaxFF: A Reactive Force Field for Hydrocarbons
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October 2001 |
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ReaxFF SiO Reactive Force Field for Silicon and Silicon Oxide Systems
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journal
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May 2003 |
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Quantum-chemical insights from deep tensor neural networks
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journal
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January 2017 |
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Towards exact molecular dynamics simulations with machine-learned force fields
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September 2018 |
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SpookyNet: Learning force fields with electronic degrees of freedom and nonlocal effects
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journal
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December 2021 |
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Quantum chemistry structures and properties of 134 kilo molecules
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August 2014 |
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Commentary: The Materials Project: A materials genome approach to accelerating materials innovation
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July 2013 |
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Charge-transfer interatomic potential for investigation of the thermal-oxidation growth process of silicon
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journal
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October 2016 |
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FCHL revisited: Faster and more accurate quantum machine learning
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journal
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January 2020 |
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Dipole moment fluctuation formulas in computer simulations of polar systems
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journal
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November 1983 |
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Embedded-atom method: Derivation and application to impurities, surfaces, and other defects in metals
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journal
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June 1984 |
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Computer simulation of local order in condensed phases of silicon
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journal
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April 1985 |
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New empirical approach for the structure and energy of covalent systems
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journal
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April 1988 |
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Modeling solid-state chemistry: Interatomic potentials for multicomponent systems
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journal
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March 1989 |
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Model of vitreous SiO 2 generated by an ab initio molecular-dynamics quench from the melt
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journal
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November 1995 |
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Time-dependent density functional theory with ultrasoft pseudopotentials: Real-time electron propagation across a molecular junction
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journal
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January 2006 |
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Charge optimized many-body potential for the Si ∕ SiO 2 system
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journal
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February 2007 |
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Quasiatomic orbitals for ab initio tight-binding analysis
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journal
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December 2008 |
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Atomistic mechanism of graphene growth on a SiC substrate: Large-scale molecular dynamics simulations based on a new charge-transfer bond-order type potential
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journal
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March 2018 |
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Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning
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journal
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January 2012 |
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Deep Potential Molecular Dynamics: A Scalable Model with the Accuracy of Quantum Mechanics
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journal
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April 2018 |
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Exponential Decay Properties of Wannier Functions and Related Quantities
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journal
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June 2001 |
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Generalized Neural-Network Representation of High-Dimensional Potential-Energy Surfaces
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journal
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April 2007 |
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Iterative minimization techniques for ab initio total-energy calculations: molecular dynamics and conjugate gradients
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October 1992 |
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Geometric Deep Learning: Going beyond Euclidean data
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July 2017 |
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The Graph Neural Network Model
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journal
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December 2008 |
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Moment Tensor Potentials: A Class of Systematically Improvable Interatomic Potentials
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journal
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January 2016 |
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The Radial Distribution Functions of Water as Derived from Radiation Total Scattering Experiments: Is There Anything We Can Say for Sure?
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journal
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January 2013 |