E, Weinan, 1963-....
Weinan E mathematician
E., Weinan
VIAF ID: 116482221 (Personal)
Permalink: http://viaf.org/viaf/116482221
Preferred Forms
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- 100 1 _ ‡a E, Weinan
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- 100 1 _ ‡a E, Weinan ‡d 1963-
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- 100 1 _ ‡a E, Weinan, ‡d 1963-....
- 100 1 _ ‡a E., Weinan
- 100 0 _ ‡a Weinan E ‡c mathematician
4xx's: Alternate Name Forms (16)
5xx's: Related Names (2)
- 551 _ _ ‡a Princeton ‡4 ortw ‡4 https://d-nb.info/standards/elementset/gnd#placeOfActivity
- 510 2 _ ‡a Princeton University ‡b Department of Mathematics ‡4 affi ‡4 https://d-nb.info/standards/elementset/gnd#affiliation ‡e Affiliation
Works
Title | Sources |
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Adaptive coupling of a deep neural network potential to a classical force field | |
Adaptive minimum action method for the study of rare events. | |
Algorithms for solving high dimensional PDEs: from nonlinear Monte Carlo to machine learning | |
Analysis of the heterogeneous multiscale method for elliptic homogenization problems | |
Applied stochastic analysis | |
Atomistic Models of Materials: Mathematical Challenges | |
Continuum theory of a moving membrane. | |
Deep Potential Molecular Dynamics: A Scalable Model with the Accuracy of Quantum Mechanics. | |
DeePCG: Constructing coarse-grained models via deep neural networks | |
DeePMD-kit v2: A software package for deep potential models | |
DeFine: deep convolutional neural networks accurately quantify intensities of transcription factor-DNA binding and facilitate evaluation of functional non-coding variants. | |
Density-gradient-corrected embedded atom method | |
Domain decomposition interface preconditioners for fourth-order elliptic problems | |
DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models | |
End-to-end Symmetry Preserving Inter-atomic Potential Energy Model for Finite and Extended Systems | |
Failure of random materials: A large deviation and computational study | |
The gentlest ascent dynamics | |
Gibbsian Dynamics and Ergodicity for the Stochastically Forced Navier–Stokes Equation | |
Ground State Energy Functional with Hartree-Fock Efficiency and Chemical Accuracy | |
How SGD Selects the Global Minima in Over-parameterized Learning: A Dynamical Stability Perspective | |
Hyperbolic equations and frequency interactions | |
Invariant Measures for Burgers Equation with Stochastic Forcing | |
Kinetic theory for flows of nonhomogeneous rodlike liquid crystalline polymers with a nonlocal intermolecular potential | |
The Kohn-Sham equation for deformed crystals | |
Localized bases of eigensubspaces and operator compression | |
A mathematical model for universal semantics | |
Microscopic mechanisms of equilibrium melting of a solid. | |
Modified models of polymer phase separation. | |
Multilevel Picard iterations for solving smooth semilinear parabolic heat equations | |
Nested stochastic simulation algorithm for chemical kinetic systems with disparate rates. | |
Noise can play an organizing role for the recurrent dynamics in excitable media | |
Nucleation of ordered phases in block copolymers. | |
Numerical study of metastability due to tunneling: The quantum string method | |
Optimal convergence rate of the universal estimation error | |
Optimal partition and effective dynamics of complex networks | |
Phase Diagram of a Deep Potential Water Model | |
Principles of multiscale modeling | |
Probabilistic framework for network partition. | |
Probability Distribution Functions for the Random Forced Burgers Equation | |
Reinforced dynamics for enhanced sampling in large atomic and molecular systems | |
Sampling saddle points on a free energy surface | |
Sci. comput. (Internet) | |
Scientific computation | |
Simplified and improved string method for computing the minimum energy paths in barrier-crossing events. | |
Solving high-dimensional partial differential equations using deep learning | |
Study of the instability of the Poiseuille flow using a thermodynamic formalism | |
Subcritical bifurcation in spatially extended systems | |
Transition-path theory and path-finding algorithms for the study of rare events | |
Transition pathways in complex systems: Application of the finite-temperature string method to the alanine dipeptide | |
Uniformly accurate machine learning-based hydrodynamic models for kinetic equations |