STEP: Scientific Time-Series Encoder Pretraining via Cross-Domain Distillation

Chen Zhang, Liwei Liu, Jun Tao +6

Scientific time series are central to scientific AI but are typically sparse, highly heterogeneous, and limited in scale, making unified representation learning particularly challe…