2 papers
cs.LG2025
An LSTM-PINN Hybrid Method to the specific problem of population forecasting
Ze Tao
Deep learning has emerged as a powerful tool in scientific modeling, particularly for complex dynamical systems; however, accurately capturing age-structured population dynamics un…
physics.comp-ph2025
Analytical and Neural Network Approaches for Solving Two-Dimensional Nonlinear Transient Heat Conduction
Ze Tao, Fujun Liu, Jinhua Li +1
Accurately predicting nonlinear transient thermal fields in two-dimensional domains is a significant challenge in various engineering fields, where conventional analytical and nume…