Maxwell X. Cai

According to our database, Maxwell X. Cai authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A hybrid approach for solving the gravitational <i>N</i>-body problem with Artificial Neural Networks.

Veronica Saz Ulibarrena, Philipp Horn, Simon Portegies Zwart, Elena Sellentin, Barry Koren, Maxwell X. Cai

J. Comput. Phys., January, 2024

2023

ρ-Diffusion: A diffusion-based density estimation framework for computational physics.

Maxwell X. Cai, Kin Long Kelvin Lee

CoRR, 2023

A hybrid approach for solving the gravitational N-body problem with Artificial Neural Networks.

Veronica Saz Ulibarrena, Philipp Horn, Simon Portegies Zwart, Elena Sellentin, Barry Koren, Maxwell X. Cai

CoRR, 2023

2021

Neural Symplectic Integrator with Hamiltonian Inductive Bias for the Gravitational $N$-body Problem.

Maxwell X. Cai, Simon Portegies Zwart, Damian Podareanu

CoRR, 2021

Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimation.

Alex Cole, Benjamin Kurt Miller, Samuel J. Witte, Maxwell X. Cai, Meiert W. Grootes, Francesco Nattino, Christoph Weniger

CoRR, 2021

2020

Deep-learning enhancement of large scale numerical simulations.

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

CoRR, 2020

DeepGalaxy: Deducing the Properties of Galaxy Mergers from Images Using Deep Neural Networks.

Maxwell X. Cai, Jeroen Bédorf, Vikram A. Saletore, Valeriu Codreanu, Damian Podareanu, Adel Chaibi, Penny X. Qian

Proceedings of the Fourth IEEE/ACM Workshop on Deep Learning on Supercomputers, 2020