Author

A. Vishwasrao

2 papers indexed here

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#machine learning May 2026

AeroJEPA: Learning Semantic Latent Representations for Scalable 3D Aerodynamic Field Modeling

In this selective-decoding experiment, AeroJEPA substantially outperforms the evaluated direct-regression surrogates while avoiding predictions over the remainder of the aircraft, and shows how predictive representations can support aerodynamic analysis with or without full-field reconstruction.

Francisco Giral, A. Vishwasrao, Andrea Arroyo Ramo et al. · arXiv.org · 1 citation

#artificial intelligence May 2025

Diff-SPORT: Diffusion-based Sensor Placement Optimization and Reconstruction of Turbulent flows in urban environments

Diff--SPORT is established as a modular foundation offering a zero-shot alternative to retraining-intensive downstream strategies, supporting scalable urban flow monitoring for air quality management and resilient city design and consistently outperforming state-of-the-art methods.

A. Vishwasrao, Sai Bharath Chandra Gutha, Andrés Cremades et al. · arXiv.org · 17 citations