Hello, I am Maxwell!

AI/HPC Software Solution Engineer at Intel Corporation

Deep Learning Researcher, HPC Practitioner, Computational Astrophysicist

Guest postdoc researcher at Leiden Observatory

Recent Publications | Show All

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
Inside-Out Planet Formation: VI. Oligarchic Coagulation of Planetesimals from a Pebble Ring? https://arxiv.org/abs/2104.03128 Cai, Maxwell X. ; Tan, Jonathan C. ; Portegies Zwart, Simon
Deep-learning enhancement of large scale numerical simulations https://arxiv.org/abs/2004.03454 van Leeuwen, Caspar; Podareanu, Damian; Codreanu, Valeriu; Cai, Maxwell X.; Berg, Axel; Portegies Zwart, Simon; Stoffer, Robin; Veerman, Menno; van Heerwaarden, Chiel; Otten, Sydney; Caron, Sascha; Geng, Cunliang; Ambrosetti, Francesco; Bonvin, Alexandre M. J. J.
DeepGalaxy: Deducing the Properties of Galaxy Mergers from Images Using Deep Neural Networks https://arxiv.org/abs/2010.11630 Cai, Maxwell X.; Bédorf, Jeroen; Saletore, Vikram A.; Codreanu, Valeriu; Podareanu, Damian; Chaibi, Adel; Qian, Penny X.
On the survival of resonant and non-resonant planetary systems in star clusters https://arxiv.org/abs/2007.11601 Stock, Katja; Cai, Maxwell X.; Spurzem, Rainer; Kouwenhoven, M. B. N.; Portegies Zwart, Simon