SciTS: Scientific Time Series Understanding and Generation with LLMs Paper • 2510.03255 • Published Sep 26, 2025
AOT-POT: Adaptive Operator Transformation for Large-Scale PDE Pre-training Paper • 2605.15793 • Published May 15
MMTA: Benchmarking Multimodal Temporal Analysis with Time Series, Text, and Vision Paper • 2610.17856 • Published 6 days ago
STEP: Scientific Time-Series Encoder Pretraining via Cross-Domain Distillation Paper • 2603.18688 • Published Mar 19