Hello, I am Maxwell!

AI/HPC Software Solution Engineer at NVIDIA

Deep Learning Researcher, HPC Practitioner, Computational Astrophysicist

Affiliated Lecturer at the Department of Physics, University of Cambridge

Recent Publications | Show All

ρ-Diffusion: A diffusion-based density estimation framework for computational physics https://arxiv.org/abs/2312.08153 Cai, Maxwell X. ; Lee, Kin Long Kelvin
Hot Jupiter formation in dense star clusters https://arxiv.org/pdf/2401.11613.pdf Benkendorff, L.; Flammini Dotti, F.; Stock, K.; Cai, Maxwell X.; Spurzem, R.
A hybrid approach for solving the gravitational N-body problem with Artificial Neural Networks https://arxiv.org/pdf/2310.20398.pdf Saz Ulibarrena, Veronica ; Horn, Philipp ; Portegies Zwart, Simon ; Sellentin, Elena ; Koren, Barry ; Cai, Maxwell X.
Birth cluster simulations of planetary systems with multiple super-Earths: initial conditions for white dwarf pollution drivers https://arxiv.org/abs/2203.01364 Stock, Katja ; Veras, Dimitri; Cai, Maxwell X.; Spurzem, Rainer ; Portegies Zwart, Simon
Neural Symplectic Integrator with Hamiltonian Inductive Bias for the Gravitational N-body Problem https://arxiv.org/abs/2111.15631 Cai, Maxwell X. ; Portegies Zwart, Simon ; Podareanu, Damian
Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimation https://arxiv.org/abs/2111.08030 Cole, Alex ; Miller, Benjamin Kurt ; Witte, Samuel J. ; Cai, Maxwell X. ; Grootes, Meiert W. ; Nattino, Francesco ; Weniger, Christoph
Oort cloud Ecology II: The chronology of the formation of the Oort cloud https://arxiv.org/abs/2105.12816 Portegies Zwart, Simon ; Torres, Santiago ; Cai, Maxwell X. ; Brown, Anthony