publications

2024

1. arXiv

   

   The orientational structure of a model patchy particle fluid: simulations, integral equations, density functional theory and machine learning

   Alessandro Simon, Luc Belloni, Daniel Borgis, and Martin Oettel

   arXiv preprint arXiv:2411.06973, 2024

   HTML
2. JCTC

   

   Machine learning of a density functional for anisotropic patchy particles

   Alessandro Simon, Jens Weimar, Georg Martius, and Martin Oettel

   Journal of Chemical Theory and Computation, 2024

   DOI Bib

   @article{simon2024machine,
     doi = {10.1021/acs.jctc.3c01238},
     title = {Machine learning of a density functional for anisotropic patchy particles},
     author = {Simon, Alessandro and Weimar, Jens and Martius, Georg and Oettel, Martin},
     journal = {Journal of Chemical Theory and Computation},
     volume = {20},
     number = {3},
     pages = {1062--1077},
     year = {2024},
     publisher = {ACS Publications},
   }

3. arXiv

   

   Machine Learning approaches to classical density functional theory

   Alessandro Simon, and Martin Oettel

   arXiv preprint arXiv:2406.07345, 2024

   HTML
4. IEEE

   

   SRBench++: principled benchmarking of symbolic regression with domain-expert interpretation

   F. O. Franca, M. Virgolin, M. Kommenda, M. S. Majumder, and 20 more authors

   IEEE Transactions on Evolutionary Computation, 2024

   DOI

2023

1. arXiv

   

   Interpretable symbolic regression for data science: analysis of the 2022 competition

   F. O. Franca, M. Virgolin, M. Kommenda, M. S. Majumder, and 20 more authors

   arXiv preprint arXiv:2304.01117, 2023

   HTML

2021

1. PhysA

   

   Time-dependent condensate fraction in an analytical model

   Alessandro Simon, and Georg Wolschin

   Physica A: Statistical Mechanics and its Applications, 2021

   DOI

2018

1. PhysRevC

   

   Examining nonextensive statistics in relativistic heavy-ion collisions

   Alessandro Simon, and Georg Wolschin

   Physical Review C, 2018

   DOI