3 papers
cs.LG2025
Enlightenment Period Improving DNN Performance
Tiantian Liu, Meng Wan, Jue Wang +1
The start of deep neural network training is characterized by a brief yet critical phase that lasts from the beginning of the training until the accuracy reaches approximately 50\%…
cs.LG2025
Lossless Compression: A New Benchmark for Time Series Model Evaluation
Meng Wan, Benxi Tian, Jue Wang +7
The evaluation of time series models has traditionally focused on four canonical tasks: forecasting, imputation, anomaly detection, and classification. While these tasks have drive…
cs.DC2025
Neutron particle transport 3D method of characteristic Multi GPU platform Parallel Computing
Faguo Zhou, Shunde Li, Rong Xue +9
Three-dimensional neutron transport calculations using the Method of Characteristics (MOC) are highly regarded for their exceptional computational efficiency, precision, and stabil…