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Anupam Rawat

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#artificial intelligence Preprint Oct 2026

COSMOS: Soft Mechanism Mixtures with Verifiable Routing for Long-Horizon PDE Forecasting

This work proposes COSMOS (Cooperative Operator Specialists with Mechanism-level Operator Soft-routing, a soft mechanism-mixture neural operator), a soft mechanism-mixture neural operator that supports compositional accuracy, not mechanism identity.

Anupam Rawat, Manikandan Padmanaban, Jagabondhu Hazra · 0 citations

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