eLife

Anti-resonance in developmental signaling regulates cell fate decisions

Cells process dynamic signaling inputs to regulate fate decisions during development. While oscillations or waves in key developmental pathways, such as Wnt, have been widely observed, the principles ...
IEEE

Memristor Circuits as Linear-Gradient Systems and Discrete Analogues Preserving a First Integral

Abstract: The paper considers a wide class of nonlinear circuits with an ideal memristor, capacitors, inductors and current or voltage sources. A fundamental dynamical property is that each memristor ...
IEEE

Semi-Heterogeneous Graph-Perception Network With Gradient-Weighted Class Activation Mapping for Class-Incremental Industrial Fault Recognition and Root Cause Diagnosis

Abstract: Modern industrial systems often operate under complex dynamics and strict reliability constraints, demanding a timely and precise fault diagnosis with efficient root cause analysis to ensure ...
GitHub

Identifying gradient-flow SDEs

Code base for generating and visualizing data from gradient flow SDEs and inferring them from marginals - guanton/identifying-gradient-flow-sdes ...
GitHub

This repository contains a Jupyter Notebook that provides a practical lab for understanding and interpreting eigenvalues and eigenvectors in the context of linear transformations.

Interpreting-Eigenvalues-and-Eigenvectors This repository contains a Jupyter Notebook that provides a practical lab for understanding and interpreting eigenvalues and eigenvectors in the context of ...