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20242026
most citedThe cosmological analysis of X-ray cluster surveys: VI. Inference based on analytically simulated observable diagrams

5 citations · 8 across the 6 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★ 3 cited

The Cosmological analysis of X-ray cluster surveys VII. Bypassing scaling relations with Lagrangian Deep Learning and Simulation-based inference

Nicolas Cerardi, Marguerite Pierre, François Lanusse +1

Galaxy clusters, the pinnacle of structure formation in our universe, are a powerful cosmological probe. Several approaches have been proposed to express cluster number counts, but…