Siddhant Agarwal

Neural fields for rapid aircraft aerodynamics simulations

G. Catalani, Siddhant Agarwal, Xavier Bertrand et al. · Scientific Reports · 2024 · 29 citations · Full text

Engineering, Aerospace Engineering, Computational Engineering +13

Poisoned classifiers are not only backdoored, they are fundamentally broken

Mingjie Sun, Siddhant Agarwal, J. Zico Kolter · arXiv (Cornell University) · 2020 · 14 citations · Full text

Computing, Computer Science, Cybersecurity +13

Deep learning for surrogate modeling of two-dimensional mantle convection

Siddhant Agarwal, Nicola Tosi, Pan Kessel et al. · Physical Review Fluids · 2021 · 14 citations

Natural Sciences, Earth Sciences, Geophysics +17

Traffic Sign Classification using Hybrid HOG-SURF Features and Convolutional Neural Networks

Rishabh Madan, Deepank Agrawal, Shreyas Kowshik et al. · 2019 · 13 citations · Full text

Computing, Computer Science, Computer Vision +15

A machine-learning-based surrogate model of Mars’ thermal evolution

Siddhant Agarwal, Nicola Tosi, D. Breuer et al. · Geophysical Journal International · 2020 · 12 citations · Full text

Natural Sciences, Earth Sciences, Heat Transfer +16