TAB

TFRD benchmark

Temperature field reconstruction benchmark services for thermal management of electronic devices. It tries to learn the temperature information of Point-of-interests (PoIs) from limited monitoring points and finally realizes real-time health detection of the system.

dataset

OHTP benchmark

Optimal heat transfer path prediction benchmark, for the efficient heat transfer structure optimization design problem of aircraft multi-component system, the system explores the key steps of discipline model construction, optimization data generation, deep learning training, heat transfer structure topology optimization scheme generation in near real time, etc., and forms a set of standard datasets for heat transfer structure topology optimization design research, deep neural network surrogate model and surrogate model performance evaluation baseline.

dataset

HSLD benchmark

Heat source layout benchmark services for the satellite design of heat sources and achieves the real-time temperature field prediction. It can reduce the computational complexity from common numerical simulation methods.

dataset