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2. Design and simulation of stormwater control measures using automated modelingMatej Radinja, Mateja Škerjanec, Sašo Džeroski, Ljupčo Todorovski, Nataša Atanasova, 2021, original scientific article Keywords: stormwater control measures, rainfall-runoff model, automated modeling, domain knowledge, equation discovery, process-based modeling
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3. Automated modelling and design of urban stormwater control measuresMatej Radinja, 2022, doctoral dissertation Keywords: Built Environment, civil engineering, doctoral thesis, urban drainage, stormwater control measures, rainfall-runoff model, automated modelling, domain knowledge, equation discovery, processbased modelling
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4. Probabilistic grammars for modeling dynamical systems from coarse, noisy, and partial dataNina Omejc, Boštjan Gec, Jure Brence, Ljupčo Todorovski, Sašo Džeroski, 2024, original scientific article Keywords: ordinary differential equations, equation discovery, mathematical modeling, system identification, symbolic regression, partial observability, probabilistic context-free grammars
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5. Dimensionally-consistent equation discovery through probabilistic attribute grammarsJure Brence, Sašo Džeroski, Ljupčo Todorovski, 2023, original scientific article Keywords: equation discovery, symbolic regression, dimensional analysis, units of measurement, background knowledge, background information, computational scientific discovery
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6. Efficient generator of mathematical expressions for symbolic regressionSebastian Mežnar, Sašo Džeroski, Ljupčo Todorovski, 2023, original scientific article Keywords: symbolic regression, equation discovery, generative models, variational autoencoders, evolutionary algorithms
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