activity
20142026
most citedTowards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH)

4 citations · 9 across the 14 of their papers we have counts for

collaborators

16 papers

math.AP2026

Homogenization and Long Time Behavior of Wasserstein gradient flow for McKean-Vlasov Equation

Yuan Gao, Nung Kwan Yip

We consider a McKean-Vlasov equation incorporating spatial fast oscillatory behavior into both the energetic and kinematic components of the model. The former is given in terms of…

math.AP2025

Anisotropic mean curvature flow with contact angle and Neumann boundary conditions in arbitrary dimensions

Can Cui, Nung Kwan Yip

Over a bounded strictly convex domain in with smooth boundary, we establish a priori gradient estimate for an anisotropic mean curvature flow with prescribed contact…

math.AP2025

Two dimensional anisotropic mean curvature flow with contact angle condition

Can Cui, Nung Kwan Yip

In this paper, we study surfaces which evolve by anisotropic mean curvature flow with contact angle boundary condition over a strictly convex domain in . We establish…

math.AP2024

Far Field Asymptotics of Nematic Flows Around a Small Spherical Particle

Dmitry Golovaty, Nung Kwan Yip

Given a small spherical particle, we consider flow of a nematic liquid crystal in the corresponding exterior domain. Our focus is on precise far field asymptotic behavior of the fl…

math.AP2023★ 2 cited

Homogenization of Wasserstein gradient flows

Yuan Gao, Nung Kwan Yip

We prove the convergence of a Wasserstein gradient flow of a free energy in inhomogeneous media. Both the energy and media can depend on the spatial variable in a fast oscillatory…

math.NA2023

Numerical Stability for Differential Equations with Memory

Guihong Wang, Yuqing Li, Tao Luo +3

In this work, we systematically investigate linear multi-step methods for differential equations with memory. In particular, we focus on the numerical stability for multi-step meth…

math.AP2022

Dynamics and steady state of squirmer motion in liquid crystal

Leonid Berlyand, Hai Chi, Mykhailo Potomkin +1

We analyze a nonlinear PDE system describing the motion of a microswimmer in a nematic liquid crystal environment. For the microswimmer's motility, the squirmer model is used in wh…

math.AP2022

Bunching instability and asymptotic properties in epitaxial growth with elasticity effects: continuum model

Tao Luo, Yang Xiang, Nung Kwan Yip

We study the continuum epitaxial model for elastic interacting atomic steps on vicinal surfaces proposed by Xiang and E (Xiang, SIAM J. Appl. Math. 63:241-258, 2002; Xiang and E, P…

math.AP2021

Stability of Self-similar Solutions to Geometric Flows

Hengrong Du, Nung Kwan Yip

We show that self-similar solutions for the mean curvature flow, surface diffusion and Willmore flow of entire graphs are stable upon perturbations of initial data with small Lipsc…

math.OC2021

A Retrospective Approximation Approach for Smooth Stochastic Optimization

David Newton, Raghu Bollapragada, Raghu Pasupathy +1

Stochastic Gradient (SG) is the defacto iterative technique to solve stochastic optimization (SO) problems with a smooth (non-convex) objective and a stochastic first-order ora…

cs.LG2020★ 4 cited

Towards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH)

Yuqing Li, Tao Luo, Nung Kwan Yip

Gradient descent yields zero training loss in polynomial time for deep neural networks despite non-convex nature of the objective function. The behavior of network in the infinite…

math.CA2020★ 2 cited

Energy Scaling and Asymptotic Properties of One-Dimensional Discrete System with Generalized Lennard--Jones Interaction

Tao Luo, Yang Xiang, Nung Kwan Yip

It is well known that elastic effects can cause surface instability. In this paper, we analyze a one-dimensional discrete system which can reveal pattern formation mechanism resemb…

math.PR2020

Infinite server queues in a random fast oscillatory environment

Harsha Honnappa, Yiran Liu, Samy Tindel +1

In this paper, we consider a infinite server queueing model in a random environment. More specifically, the arrival rate in our server is modeled as a highly fluct…

math.AP2017

Convergence of Diffusion Generated Motion to Motion by Mean Curvature

Drew Swartz, Nung Kwan Yip

We provide a new proof of convergence to motion by mean curvature (MMC) for the Merriman-Bence-Osher (MBO) thresholding algorithm. The proof is elementary and does not rely on maxi…

math.AP2014★ 1 cited

Convergence of Space-Time Discrete Threshold Dynamics to Anisotropic Motion by Mean Curvature

Oleksandr Misiats, Nung Kwan Yip

We analyze the continuum limit of a thresholding algorithm for motion by mean curvature of one dimensional interfaces in various space-time discrete regimes. The algorithm can be v…

math.AP2014

Existence and uniqueness of invariant measures for stochastic reaction-diffusion equations in unbounded domains

Oleksandr Misiats, Oleksandr Stanzhytsyi, Nung Kwan Yip

In this paper we investigate the long-time behavior of stochastic reaction-diffusion equations of the type , where is an elliptic operator, …