2 papers
cs.LG2025
Predicting symbolic ODEs from multiple trajectories
Yakup Emre Şahin, Niki Kilbertus, Sören Becker
We introduce MIO, a transformer-based model for inferring symbolic ordinary differential equations (ODEs) from multiple observed trajectories of a dynamical system. By combining mu…
gr-qc2023
Subtleties in constraining gravity theories with mass-radius data
Ekrem S. Demirboğa, Yakup Emre Şahin, Fethi M. Ramazanoğlu
Simultaneous measurements of neutron star masses and radii can be used to constrain deviations from general relativity (GR) as was recently demonstrated for the spontaneous scalari…