
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 Problemhttps://arxiv.org/abs/2111.15631Cai, Maxwell X. ; Portegies Zwart, Simon ; Podareanu, Damian |
Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimationhttps://arxiv.org/abs/2111.08030Cole, 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 cloudhttps://arxiv.org/abs/2105.12816Portegies 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/2104.03128Cai, Maxwell X. ; Tan, Jonathan C. ; Portegies Zwart, Simon |
Deep-learning enhancement of large scale numerical simulationshttps://arxiv.org/abs/2004.03454van 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 Networkshttps://arxiv.org/abs/2010.11630Cai, 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 clustershttps://arxiv.org/abs/2007.11601Stock, Katja; Cai, Maxwell X.; Spurzem, Rainer; Kouwenhoven, M. B. N.; Portegies Zwart, Simon |