Projects per year

## Fingerprint Dive into the research topics where Weinan E is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

continuums
Physics & Astronomy

Electronic Structure
Mathematics

Electronic structure
Engineering & Materials Science

Homogenization
Mathematics

Multiscale Methods
Mathematics

Incompressible flow
Engineering & Materials Science

Density functional theory
Engineering & Materials Science

strings
Physics & Astronomy

##
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.

## Projects 2006 2020

## Coupling Continuum and Density Functional Theories for Materials Modeling

NSF - National Science Foundation

8/15/14 → 1/31/16

Project: Research project

## Multi-scale/Multi-physics Modeling: Rare events in Complex Systems

2/1/13 → 7/31/16

Project: Research project

## FRG: Collaborative Research: Dynamical Processes in Many-Body Systems: Analysis and Simulations

NSF - National Science Foundation

7/1/11 → 6/30/14

Project: Research project

## Research Output 1900 2019

10
Citations
(Scopus)

## Active learning of uniformly accurate interatomic potentials for materials simulation

Car, R. & E, W., Feb 25 2019, In : Physical Review Materials. 3, 2, 023804.Research output: Contribution to journal › Article

Potential energy surfaces

Molecular modeling

Learning systems

Problem-Based Learning

1
Citation
(Scopus)

## Machine Learning Approximation Algorithms for High-Dimensional Fully Nonlinear Partial Differential Equations and Second-order Backward Stochastic Differential Equations

Weinan, E., Aug 15 2019, In : Journal of Nonlinear Science. 29, 4, p. 1563-1619 57 p.Research output: Contribution to journal › Article

Backward Stochastic Differential Equation

Fully Nonlinear

Approximation algorithms

Nonlinear Partial Differential Equations

Second order differential equation

## On Multilevel Picard Numerical Approximations for High-Dimensional Nonlinear Parabolic Partial Differential Equations and High-Dimensional Nonlinear Backward Stochastic Differential Equations

Weinan, E., Jun 15 2019, In : Journal of Scientific Computing. 79, 3, p. 1534-1571 38 p.Research output: Contribution to journal › Article

Backward Stochastic Differential Equation

Parabolic Partial Differential Equations

Numerical Approximation

Nonlinear Partial Differential Equations

Nonlinear Differential Equations

## Solving many-electron Schrödinger equation using deep neural networks

Han, J. & E, W., Dec 15 2019, In : Journal of Computational Physics. 399, 108929.Research output: Contribution to journal › Article

Wave functions

Wave Function

wave functions

Neural Networks

Electron

3
Citations
(Scopus)

## Spatial feedbacks and the dynamics of savanna and forest

E, W. & Levin, S. A., Jun 15 2019, In : Theoretical Ecology. 12, 2, p. 237-262 26 p.Research output: Contribution to journal › Article

savanna

grassland

vegetation

vegetation structure

hysteresis