activity
20162026
most citedTransition path theory for Langevin dynamics on manifold: optimal control and data-driven solver

22 citations · 202 across the 36 of their papers we have counts for

collaborators

36 papers

math.AP2026

Phase-Field Models, Sharp Interface Limits, and Numerical Schemes for Contact Line Dynamics

Guosheng Fu, Yuan Gao, Jian-Guo Liu

We study phase-field and sharp-interface models for contact line dynamics of a liquid droplet on a solid substrate within a unified variational framework. The motion of the contact…

math.OC2023★ 1 cited

Optimal control formulation of transition path problems for Markov Jump Processes

Yuan Gao, Jian-Guo Liu, Oliver Tse

We formulate the transition path problem for Markov jump processes as a stochastic optimal control problem on path space. Transitions between metastable sets are induced by an unbo…

math.OC2022★ 2 cited

Master equations for finite state mean field games with nonlinear activations

Yuan Gao, Wuchen Li, Jian-Guo Liu

We formulate a class of mean field games on a finite state space with variational principles resembling those in continuous-state mean field games. We construct a controlled contin…

math.AP2022★ 1 cited

A selection principle for weak KAM solutions via Freidlin-Wentzell large deviation principle of invariant measures

Yuan Gao, Jian-Guo Liu

This paper reinterprets Freidlin-Wentzell's variational construction of the rate function in the large deviation principle for invariant measures from the weak KAM perspective. Thr…

math.AP2022★ 1 cited

Large deviation principle and thermodynamic limit of chemical master equation via nonlinear semigroup

Yuan Gao, Jian-Guo Liu

Chemical reactions can be modeled by a random time-changed Poisson process on countable states. The macroscopic behaviors, such as large fluctuations, can be studied via the WKB re…

math.AP2022

Asymptotic stability for diffusion with dynamic boundary reaction from Ginzburg-Landau energy

Yuan Gao, Jean-Michel Roquejoffre

The nonequilibrium process in dislocation dynamics and its relaxation to the metastable transition profile is crucial for understanding the plastic deformation caused by line defec…

cs.DS2021

Physarum Inspired Dynamics to Solve Semi-Definite Programs

Yuan Gao, Hamidreza Kamkari, Andreas Karrenbauer +2

Physarum Polycephalum is a slime mold that can solve shortest path problems. A mathematical model based on Physarum's behavior, known as the Physarum Directed Dynamics, can solve p…

math.OC2021★ 11 cited

Revisit of macroscopic dynamics for some non-equilibrium chemical reactions from a Hamiltonian viewpoint

Yuan Gao, Jian-Guo Liu

Most biochemical reactions in living cells are open systems interacting with environment through chemostats to exchange both energy and materials. At a mesoscopic scale, the number…

math.NA2021★ 2 cited

Random walk approximation for irreversible drift-diffusion process on manifold: ergodicity, unconditional stability and convergence

Yuan Gao, Jian-Guo Liu

Irreversible drift-diffusion processes are very common in biochemical reactions. They have a non-equilibrium stationary state (invariant measure) which does not satisfy detailed ba…

physics.flu-dyn2021★ 7 cited

Surfactant-dependent contact line dynamics and droplet spreading on textured substrates: derivations and computations

Yuan Gao, Jian-Guo Liu

We study spreading of a droplet, with insoluble surfactant covering its capillary surface, on a textured substrate. In this process, the surfactant-dependent surface tension domina…

math.SG2020

Lagrangian correspondences and the generalized Viterbo restriction functor

Yuan Gao

We study two kinds of functors of wrapped Fukaya categories: 1) the Viterbo restriction functor for an inclusion of a Liouville sub-domain; 2) the Lagrangian correspondence functor…

math.OC2020★ 22 cited

Transition path theory for Langevin dynamics on manifold: optimal control and data-driven solver

Yuan Gao, Tiejun Li, Xiaoguang Li +1

We present a data-driven point of view for rare events, which represent conformational transitions in biochemical reactions modeled by over-damped Langevin dynamics on manifolds in…

math.AP2020★ 6 cited

Existence and rigidity of the Peierls-Nabarro model for dislocations in high dimensions

Yuan Gao, Jian-Guo Liu, Zibu Liu

We focus on existence and rigidity problems of the vectorial Peierls-Nabarro (PN) model for dislocations. Under the assumption that the misfit potential on the slip plane only depe…

math.NA2020★ 5 cited

Inbetweening auto-animation via Fokker-Planck dynamics and thresholding

Yuan Gao, Guangzhen Jin, Jian-Guo Liu

We propose an equilibrium-driven deformation algorithm (EDDA) to simulate the inbetweening transformations starting from an initial image to an equilibrium image, which covers imag…

math.NA2020★ 10 cited

Data-driven Efficient Solvers for Langevin Dynamics on Manifold in High Dimensions

Yuan Gao, Jian-Guo Liu, Nan Wu

We study the Langevin dynamics of a physical system with manifold structure based on collected sample points $\{\mathsf{x}_i\}_{i=1}^n \subset \mat…

math.NA2020★ 8 cited

Projection method for droplet dynamics on groove-textured surface with merging and splitting

Yuan Gao, Jian-Guo Liu

The geometric motion of small droplets placed on an impermeable textured substrate is mainly driven by the capillary effect, the competition among surface tensions of three phases…

math.AP2020

Regularity and monotonicity for solutions to a continuum model of epitaxial growth with nonlocal elastic effects

Yuan Gao, Xin Yang Lu, Chong Wang

We study a nonlocal 4th order degenerate equation deriving from the epitaxial growth on crystalline materials. We first prove the global existence of evolution variational inequali…

math.AP2020★ 7 cited

Existence and uniqueness of bounded stable solutions to the Peierls-Nabarro model for curved dislocations

Hongjie Dong, Yuan Gao

We study the well-posedness of the vector-field Peierls-Nabarro model for curved dislocations with a double well potential and a bi-states limit at far field. Using the Dirichlet t…

math.AP2020★ 6 cited

Analysis of a fourth order exponential PDE arising from a crystal surface jump process with Metropolis-type transition rates

Yuan Gao, Anya E. Katsevich, Jian-Guo Liu +2

We analytically and numerically study a fourth order PDE modeling rough crystal surface diffusion on the macroscopic level. We discuss existence of solutions globally in time and l…

math.NA2020★ 5 cited

Gradient flow formulation and second order numerical method for motion by mean curvature and contact line dynamics on rough surface

Yuan Gao, Jian-Guo Liu

We study the dynamics of a droplet moving on an inclined rough surface in the absence of inertial and viscous stress effects. In this case, the dynamics of the droplet is a purely…

math.AP2019★ 4 cited

Mathematical validation of the Peierls--Nabarro model for edge dislocations

Yuan Gao, Jian-Guo Liu, Tao Luo +1

In this paper, we perform mathematical validation of the Peierls--Nabarro (PN) models, which are multiscale models of dislocations that incorporate the detailed dislocation core st…

math.AP2019★ 4 cited

Long time behavior of dynamic solution to Peierls--Nabarro dislocation model

Yuan Gao, Jian-Guo Liu

In this paper we study the relaxation process of Peierls-Nabarro dislocation model, which is a gradient flow with singular nonlocal energy and double well potential describing how…

math.AP2019★ 9 cited

Analysis of a continuum theory for broken bond crystal surface models with evaporation and deposition effects

Yuan Gao, Jian-Guo Liu, Jianfeng Lu +1

We study a th order PDE with a nd order correction that is a modification of one suggested by Peter Smereka using the tools of Krug et al (Z. Phys. B., 1994). First, we provi…

math.AP2019

Global Strong Solution With BV Derivatives to Singular Solid-on-Solid model With Exponential Nonlinearity

Yuan Gao

In this work, we consider the one dimensional very singular fourth-order equation for solid-on-solid model in attachment-detachment-limit regime with exponential nonlinearity $$h_t…