Alexander Roman

According to our database, Alexander Roman authored at least 9 papers between 2021 and 2023.

Collaborative distances:

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

2023

Oracle-Preserving Latent Flows.

Alexander Roman, Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu

Symmetry, July, 2023

Identifying the Group-Theoretic Structure of Machine-Learned Symmetries.

Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner

CoRR, 2023

Accelerated Discovery of Machine-Learned Symmetries: Deriving the Exceptional Lie Groups G2, F4 and E6.

Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner

CoRR, 2023

Discovering Sparse Representations of Lie Groups with Machine Learning.

Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner

CoRR, 2023

Deep Learning Symmetries and Their Lie Groups, Algebras, and Subalgebras from First Principles.

Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup Unlu, Sarunas Verner

CoRR, 2023

Simulation-Based Optimization of Air Force Mission Planning.

Mihaela Lechner, Alexander Roman, Tobias Uhlig, Oliver Rose, Thomas Mayer

Proceedings of the Winter Simulation Conference, 2023

2022

Unsupervised Machine Learning for Exploratory Data Analysis of Exoplanet Transmission Spectra.

Konstantin T. Matchev, Katia Matcheva, Alexander Roman

CoRR, 2022

2021

Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression.

Konstantin T. Matchev, Katia Matcheva, Alexander Roman

CoRR, 2021

Lessons Learned from Ariel Data Challenge 2022 - Inferring Physical Properties of Exoplanets From Next-Generation Telescopes.

Kai Hou Yip, Quentin Changeat, Ingo P. Waldmann, Eyup B. Unlu, Roy T. Forestano, Alexander Roman, Katia Matcheva, Konstantin T. Matchev, Stefan Stefanov, Ondrej Podsztavek, Mario Morvan, Nikolaos Nikolaou, Ahmed F. Al-Refaie, Clare Jenner, Chris Johnson, Angelos Tsiaras, Billy Edwards, Catarina Alves de Oliveira, Jeyan Thiyagalingam, Pierre-Olivier Lagage, James Cho, Giovanna Tinetti

Proceedings of the NeurIPS 2022 Competition Track, 2021