Learning Surrogates of a Radiative Transfer Model for the Sentinel 5P Satellite. - Jure Brence; Jovan Tanevski; Jennifer Adams; Edward Malina; Saso Dzeroski (DS, 2020)

Probabilistic grammars for equation discovery. - Jure Brence; Ljupco Todorovski; Saso Dzeroski (Knowl. Based Syst., 2021)

Discovery of Differential Equations Using Probabilistic Grammars. - Bostjan Gec; Nina Omejc; Jure Brence; Saso Dzeroski; Ljupco Todorovski (DS, 2022)

Dimensionally-consistent equation discovery through probabilistic attribute grammars. - Jure Brence; Saso Dzeroski; Ljupco Todorovski (Inf. Sci., 2023)

Surrogate models of radiative transfer codes for atmospheric trace gas retrievals from satellite observations. - Jure Brence; Jovan Tanevski; Jennifer Adams; Edward Malina; Saso Dzeroski (Mach. Learn., 2023)

Boosting the performance of quantum annealers using machine learning. - Jure Brence; Dragan Mihailovic; Viktor V. Kabanov; Ljupco Todorovski; Saso Dzeroski; Jaka Vodeb (Quantum Mach. Intell., 2023)

Dynobench - extended Strogatz benchmark for system identification methods. - Nina Omejc; Bostjan Gec; Jure Brence; Ljupco Todorovski; Saso Dzeroski (Zenodo, 2023)

Probabilistic grammars for modeling dynamical systems from coarse, noisy, and partial data. - Nina Omejc; Bostjan Gec; Jure Brence; Ljupco Todorovski; Saso Dzeroski (Mach. Learn., 2024)