1 citations · 1 across the 9 of their papers we have counts for
10 papers
A Conservation Law for Equilibrium Propagation and Coupled Learning
Joshua A. McGinnis, Adam G. Kline, Yoichiro Mori
In this paper we show that the physical learning methods known as coupled learning (CL) and equilibrium propagation (EP) conserve a mass-like quantity in the trainable parameters i…
Coercivity and Local Convergence of Physical Learning in Linear Circuits
Joshua A. McGinnis, Xinbo Li, Yoichiro Mori
Physical learning methods train physical networks to perform computational tasks using only local update rules, exploiting the physics of the system to handle the global transfer o…
Surfing on metachronal waves: ciliary transport by inertial coasting
Rafał Błaszkiewicz, Margot Young, Albane Théry +4
Motile cilia drive biological fluid transport through whip-like beating motions that synchronize into metachronal waves. The lengths of these cilia span three orders of magnitude,…
Well-posedness of the Langmuir film problem
Yoichiro Mori, Shinya Okabe, Koya Sakakibara
We analyze the inviscid Langmuir layer--Stokesian subfluid (ILLSS) model for two-phase Langmuir monolayers coupled to a Stokes flow in the underlying subfluid. Eliminating the bulk…
Error analysis of an acceleration corrected diffusion approximation of Langevin dynamics with background flow
Yoichiro Mori, Chanoknun Sintavanuruk, Truong-Son P. Van
We consider the problem of approximating the Langevin dynamics of inertial particles being transported by a background flow. In particular, we study an acceleration corrected advec…
Sharp Interface Dynamics in a Minimal Non-Reciprocal Cahn-Hilliard System
Daniel Gomez, Yoichiro Mori, Sarah Strikwerda
Interest in non-reciprocally coupled systems recently led to the introduction of a minimal non-reciprocally coupled Cahn-Hilliard (CH) model by Brauns and Marchetti in 2024 arXiv:2…
Isochronal Phase Reduction and Speed Correction of a Pulse in a Stochastic Kinematic Model
Joshua A. McGinnis, Xinbo Li, Toshiyuki Ogawa +1
We develop a method for computing the stochastic wave speed of pulse solutions in kinematic equations subject to small stochastic forcing based on the isochronal phase reduction. T…
Modeling and Simulation of Open Membranes in Stokes Flow with Mixed-Dimensional Coupling
Han Zhou, Yuan-Nan Young, Yoichiro Mori
In this work, we present a mathematical and computational framework to model the dynamics of open lipid bilayer membranes interacting with ambient Stokes flow. The model explicitly…
Self-construction and destruction of living transport networks
Chanoknun Sintavanuruk, Yoichiro Mori, Reza Farhadifar +1
Biological transport networks adapt through dynamic interactions between material transport and structural modification during growth and development. In this work, we present a mo…
Strong convergence with error estimates for a stochastic compartmental model of electrophysiology
Wai-Tong Louis Fan, Joshua A. McGinnis, Yoichiro Mori
This paper presents a rigorous mathematical analysis, alongside simulation studies, of a spatially extended stochastic electrophysiology model, the Hodgkin-Huxley model of the squi…