Author

Arush Ramteke

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Book Open access Nov 2025

CoRGI: GNNs with Convolutional Residual Global Interactions for Lagrangian Simulation

Partial differential equations (PDEs) govern dynamical systems in hydrodynamics, where classical solvers face well-known difficulties with nonlinearity and computational cost. Lagrangian neural surrogates such as GNS and SEGNN learn directly from particle-based simulations, but local message passing alone is limited in...

Ethan Ji, Yuanzhou Chen, Arush Ramteke et al. · Proceedings of the 32nd ACM... · 1 citation · ⚡1

Open access Aug 2026

A biobank-scale method for learning modulators of gene-environment interaction underlying human complex traits from multiple environmental exposures.

Efficient multi-eNvironmental Gene-environment Interaction iNference Estimator (ENGINE), a supervised variance-component framework that learns an embedding that combines multiple environmental exposures while jointly estimating additive, G×E, and heteroskedastic noise components, making polygenic G×E analysis tractable...

Zheng-Tong Liu, Arush Ramteke, Aakarsh Anand et al. · Genome Research · 0 citations