1D heat equation

The '1D heat equation' is a mathematical model that describes the distribution of heat (or temperature) in a one-dimensional medium over time, and it is used to evaluate the performance of models in adhering to physical principles in the context of real-time predictions.

Papers using 1D heat equation (3)

Physics-Informed Spiking Neural Networks via Conservative Flux Quantization2025Towards a Foundation Model for Physics-Informed Neural Networks: Multi-PDE Learning with Active Sampling2025Meta-learning Loss Functions of Parametric Partial Differential Equations Using Physics-Informed Neural Networks2024