Jason Zipeng Zhang

Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillations

Biological oscillations are periodic changes in various signaling processes crucial for the proper functioning of living organisms. These oscillations are modeled by ordinary differential equations, with coefficient variations leading to diverse periodic behaviors, typically measured by oscillatory…