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20242026
most citedRadio Halo Detection in MWA Data using Deep Neural Networks and Generative Data Augmentation

1 citations · 1 across the 5 of their papers we have counts for

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astro-ph.CO2025

Solving the Cosmological Vlasov-Poisson Equations with Physics-Informed Kolmogorov-Arnold Networks

Nicolas Cerardi, Emma Tolley, Ashutosh Mishra

Cold dark matter (CDM) evolves as a collisionless fluid under the Vlasov-Poisson equations, but N-body simulations approximate this evolution by discretising the distribution funct…

astro-ph.CO2025

SPINN: Advancing Cosmological Simulations of Fuzzy Dark Matter with Physics Informed Neural Networks

Ashutosh Kumar Mishra, Emma Tolley

Physics-Informed Neural Networks (PINNs) have emerged as a powerful tool for solving differential equations by integrating physical laws into the learning process. This work levera…