Jin Wang

Dynamics of ML-based Morphological Features Indicate a Shear Stress-Dependent Bifurcation of hiPSC-Derived Endothelial Cell States

The paper uses ML to analyze morphological dynamics of hiPSC-derived endothelial cells under shear stress, identifying a bifurcation between two stable cell states.

Global Stability and Tipping Point Prediction in a Coral-Algae Model Using Landscape-Flux Theory

This paper applies landscape-flux theory to a coral-reef model to identify early warning indicators for ecosystem transitions, finding that some indicators can predict tipping points earlier than traditional methods based on critical slowing down.

Neural Circuit Mechanisms Underlying Dominance Traits and Social Competition

This study constructs a dmPFC circuit model to explore how neural bistability influences social dominance behaviors and reveals the trade-offs between perseverance and flexibility in competitive contexts.

Global Stability and Tipping Point Prediction of the cell fate decision making model

This paper develops non-equilibrium indicators to predict tipping points in cell fate decision models, showing improved predictive power over traditional methods.

Quantifying landscape-flux via single-cell transcriptomics uncovers the underlying mechanism of cell cycle

The paper quantifies landscape-flux using single-cell transcriptomics to uncover cell cycle mechanisms and identify key genes involved in maintaining dynamics.

Acid-Base Homeostasis and Implications to the Phenotypic Behaviors of Cancer

The paper uses computational modeling and transcriptomic data to show that cancer cell phenotypes can be explained by Fenton reaction-driven proton production and reprogrammed metabolisms.