2 papers
cs.LG2026
COSMOS: Soft Mechanism Mixtures with Verifiable Routing for Long-Horizon PDE Forecasting
Anupam Rawat, Manikandan Padmanaban, Jagabondhu Hazra
Neural operators offer an efficient alternative to classical PDE solvers, but most learn a monolithic map per equation family and discretization. Real systems are compositional: tr…
cs.CV2026
GeoNLI - A Natural Language Interpreter for Satellite Imagery
Ashutosh Gandhe, Anupam Rawat, Geet Sethi +5
Multi-modal multitasking models have shown strong performance on remote sensing datasets. However, because these models are trained on heterogeneous data and vary across tasks, des…