3 citations · 3 across the 2 of their papers we have counts for
4 papers
Low-Fidelity FDM Spectral Guidance for Neural Eigenvalue Solvers
Aryan Chaudhary, Manikandan Padmanaban, Jagabondhu Hazra
Operator eigenvalue problems appear throughout science. Classical methods usually discretize the operator into a matrix and then solve the resulting matrix eigenvalue problem. This…
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…
Geospatial Chain of Thought Reasoning for Enhanced Visual Question Answering on Satellite Imagery
Shambhavi Shanker, Manikandan Padmanaban, Jagabondhu Hazra
Geospatial chain of thought (CoT) reasoning is essential for advancing Visual Question Answering (VQA) on satellite imagery, particularly in climate related applications such as di…
Supply chain emission estimation using large language models
Ayush Jain, Manikandan Padmanaban, Jagabondhu Hazra +2
Large enterprises face a crucial imperative to achieve the Sustainable Development Goals (SDGs), especially goal 13, which focuses on combating climate change and its impacts. To m…