Jianfeng Lu

According to our database1, Jianfeng Lu authored at least 65 papers between 2011 and 2020.

Collaborative distances:



In proceedings 
PhD thesis 



On csauthors.net:


The Full Configuration Interaction Quantum Monte Carlo Method through the Lens of Inexact Power Iteration.
SIAM J. Scientific Computing, 2020

Dirac Operators and Domain Walls.
SIAM J. Math. Analysis, 2020

Variational training of neural network approximations of solution maps for physical models.
J. Comput. Phys., 2020

A Universal Approximation Theorem of Deep Neural Networks for Expressing Distributions.
CoRR, 2020

A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth.
CoRR, 2020

Solving high-dimensional eigenvalue problems using deep neural networks: A diffusion Monte Carlo like approach.
CoRR, 2020

Deep Network Approximation for Smooth Functions.
CoRR, 2020

Non-Convex Planar Harmonic Maps.
CoRR, 2020

Stop Memorizing: A Data-Dependent Regularization Framework for Intrinsic Pattern Learning.
SIAM J. Math. Data Sci., 2019

CoordinateWise Descent Methods for Leading Eigenvalue Problem.
SIAM J. Scientific Computing, 2019

Scaling Limit of the Stein Variational Gradient Descent: The Mean Field Regime.
SIAM J. Math. Analysis, 2019

Trigonometric integrators for quasilinear wave equations.
Math. Comput., 2019

A numerical method for coupling the BGK model and Euler equations through the linearized Knudsen layer.
J. Comput. Phys., 2019

Universal approximation of symmetric and anti-symmetric functions.
CoRR, 2019

Accelerating Langevin Sampling with Birth-death.
CoRR, 2019

A stochastic version of Stein Variational Gradient Descent for efficient sampling.
CoRR, 2019

Numerical methods for Kohn-Sham density functional theory.
Acta Numer., 2019

A Surface Hopping Gaussian Beam Method for High-Dimensional Transport Systems.
SIAM J. Scientific Computing, 2018

A Quantum Kinetic Monte Carlo Method for Quantum Many-Body Spin Dynamics.
SIAM J. Scientific Computing, 2018

A Quasi-nonlocal Coupling Method for Nonlocal and Local Diffusion Models.
SIAM J. Numer. Anal., 2018

Phase-Space Sketching for Crystal Image Analysis Based on Synchrosqueezed Transforms.
SIAM J. Imaging Sciences, 2018

Frozen Gaussian approximation with surface hopping for mixed quantum-classical dynamics: A mathematical justification of fewest switches surface hopping algorithms.
Math. Comput., 2018

Analysis of Multiscale Integrators for Multiple Attractors and Irreversible Langevin Samplers.
Multiscale Model. Simul., 2018

Point Cloud Discretization of Fokker-Planck Operators for Committor Functions.
Multiscale Model. Simul., 2018

A Diabatic Surface Hopping Algorithm Based on Time Dependent Perturbation Theory and Semiclassical Analysis.
Multiscale Model. Simul., 2018

A Concurrent Global-Local Numerical Method for Multiscale PDEs.
J. Sci. Comput., 2018

Stochastic dynamical low-rank approximation method.
J. Comput. Phys., 2018

ELSI: A unified software interface for Kohn-Sham electronic structure solvers.
Comput. Phys. Commun., 2018

Stochastic modified equations for the asynchronous stochastic gradient descent.
CoRR, 2018

Butterfly-Net: Optimal Function Representation Based on Convolutional Neural Networks.
CoRR, 2018

Stop memorizing: A data-dependent regularization framework for intrinsic pattern learning.
CoRR, 2018

Solving for high dimensional committor functions using artificial neural networks.
CoRR, 2018

Frozen Gaussian approximation for high frequency wave propagation in periodic media.
Asymptotic Analysis, 2018

Removal of Canvas Patterns in Digital Acquisitions of Paintings.
IEEE Trans. Image Process., 2017

Quasi-nonlocal Coupling of Nonlocal Diffusions.
SIAM J. Numer. Anal., 2017

Weak Solution of a Continuum Model For Vicinal Surface in The Attachment-Detachment-Limited Regime.
SIAM J. Math. Analysis, 2017

Half-space kinetic equations with general boundary conditions.
Math. Comput., 2017

Preconditioning Orbital Minimization Method for Planewave Discretization.
Multiscale Model. Simul., 2017

An Asymptotic Preserving Method for Transport Equations with Oscillatory Scattering Coefficients.
Multiscale Model. Simul., 2017

Continuum Limit of a Mesoscopic Model with Elasticity of Step Motion on Vicinal Surfaces.
J. Nonlinear Science, 2017

A cubic scaling algorithm for excited states calculations in particle-particle random phase approximation.
J. Comput. Phys., 2017

Cubic scaling algorithms for RPA correlation using interpolative separable density fitting.
J. Comput. Phys., 2017

Orbital minimization method with ℓ1 regularization.
J. Comput. Phys., 2017

Gauge-Invariant Frozen Gaussian Approximation Method for the Schrödinger Equation with Periodic Potentials.
SIAM J. Scientific Computing, 2016

Analysis of the divide-and-conquer method for electronic structure calculations.
Math. Comput., 2016

Sparsifying preconditioner for soliton calculations.
J. Comput. Phys., 2016

Localized density matrix minimization and linear-scaling algorithms.
J. Comput. Phys., 2016

Quantitative Canvas Weave Analysis Using 2-D Synchrosqueezed Transforms: Application of time-frequency analysis to art investigation.
IEEE Signal Process. Mag., 2015

Efficient Rare Event Simulation for Failure Problems in Random Media.
SIAM J. Scientific Computing, 2015

Crystal Image Analysis Using 2D Synchrosqueezed Transforms.
Multiscale Model. Simul., 2015

Orbital-Free Density Functional Theory of Out-of-Plane Charge Screening in Graphene.
J. Nonlinear Science, 2015

Compression of the electron repulsion integral tensor in tensor hypercontraction format with cubic scaling cost.
J. Comput. Phys., 2015

Numerical scheme for a spatially inhomogeneous matrix-valued quantum Boltzmann equation.
J. Comput. Phys., 2015

Diffusion approximations and domain decomposition method of linear transport equations: Asymptotics and numerics.
J. Comput. Phys., 2015

Classification of whale vocalizations using the Weyl transform.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Stability Of A Force-Based Hybrid Method With Planar Sharp Interface.
SIAM J. Numer. Anal., 2014

Analysis of Time Reversible Born-Oppenheimer Molecular Dynamics.
Entropy, 2014

Frozen Gaussian Approximation for General Linear Strictly Hyperbolic Systems: Formulation and Eulerian Methods.
Multiscale Model. Simul., 2012

Optimized local basis set for Kohn-Sham density functional theory.
J. Comput. Phys., 2012

Adaptive local basis set for Kohn-Sham density functional theory in a discontinuous Galerkin framework I: Total energy calculation.
J. Comput. Phys., 2012

The Landscape of Complex Networks
CoRR, 2012

SelInv - An Algorithm for Selected Inversion of a Sparse Symmetric Matrix.
ACM Trans. Math. Softw., 2011

A Fast Parallel Algorithm for Selected Inversion of Structured Sparse Matrices with Application to 2D Electronic Structure Calculations.
SIAM J. Scientific Computing, 2011

Multiscale modeling.
Scholarpedia, 2011

Fast construction of hierarchical matrix representation from matrix-vector multiplication.
J. Comput. Phys., 2011