Author

S. Ravishankar

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning May 2026

ForcingDAS: Unified and Robust Data Assimilation via Diffusion Forcing

ForcingDAS is introduced, a unified and robust DA framework that learns a joint-trajectory prior instead of frame-to-frame transitions that allows it to capture long-horizon temporal dependencies and reduce error accumulation.

Yi-Xuan Jia, Si-Yi Chen, Yi Pan et al. · arXiv.org · 3 citations

#machine learning Preprint Aug 2026

How Architecture and Training Affect TPC Representations Across Experiments

Results show that architecture is a major source of task-relevant structure in TPC embeddings and should be treated explicitly when assessing representation learning and developing reusable detector models.

T. Wheeler, M. Kuchera, R. Ramanujan et al. · 0 citations