Maxwell X. Cai

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Density Estimation

Hypothesis Space

Artificial Neural

Top Venues

J. Comput. Phys.

Publications

Veronica Saz Ulibarrena, Philipp Horn, Simon Portegies Zwart, Elena Sellentin, Barry Koren, Maxwell X. Cai
-body problem with Artificial Neural Networks. J. Comput. Phys. 496 (2024)
Veronica Saz Ulibarrena, Philipp Horn, Simon Portegies Zwart, Elena Sellentin, Barry Koren, Maxwell X. Cai
A hybrid approach for solving the gravitational N-body problem with Artificial Neural Networks. CoRR (2023)
Maxwell X. Cai, Kin Long Kelvin Lee
ρ-Diffusion: A diffusion-based density estimation framework for computational physics. CoRR (2023)
Maxwell X. Cai, Simon Portegies Zwart, Damian Podareanu
Neural Symplectic Integrator with Hamiltonian Inductive Bias for the Gravitational $N$-body Problem. CoRR (2021)
Alex Cole, Benjamin Kurt Miller, Samuel J. Witte, Maxwell X. Cai, Meiert W. Grootes, Francesco Nattino, Christoph Weniger
Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimation. CoRR (2021)
Maxwell X. Cai, Jeroen Bédorf, Vikram A. Saletore, Valeriu Codreanu, Damian Podareanu, Adel Chaibi, Penny X. Qian
DeepGalaxy: Deducing the Properties of Galaxy Mergers from Images Using Deep Neural Networks. DLS@SC (2020)
Caspar van Leeuwen, Damian Podareanu, Valeriu Codreanu, Maxwell X. Cai, Axel Berg, Simon Portegies Zwart, Robin Stoffer, Menno Veerman, Chiel van Heerwaarden, Sydney Otten, Sascha Caron, Cunliang Geng, Francesco Ambrosetti, Alexandre M. J. J. Bonvin
Deep-learning enhancement of large scale numerical simulations. CoRR (2020)