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2. Sewage sludge combustion model with reduced chemical kinetics mechanismsAnton Žnidarčič, Tomaž Katrašnik, I. G. Zsély, T. Nagy, Tine Seljak, 2021, original scientific article Keywords: combustion, chemical kinetics, sewage sludge, numerical simulations, reduced reaction mechanisms, 3-D CFD, surrogate model, detailed chemical kinetics, reaction mechanisms
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3. Efficient inactivation of MS-2 virus in water by hydrodynamic cavitationJanez Kosel, Ion Gutiérrez-Aguirre, Nejc Rački, Tanja Dreo, Maja Ravnikar, Matevž Dular, 2017, original scientific article Keywords: MS2 bacteriophage, norovirus surrogate, hydrodynamic cavitation, Venturi type constriction, phage infectivity
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4. Bayesian updating of tall timber building model using modal dataBlaž Kurent, Noemi Friedman, Wai Kei Ao, Boštjan Brank, 2022, original scientific article Keywords: Bayesian model updating, tall CLT building, Polynomial Chaos surrogate, Uncertainty quantification, mode pairing, modal data
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5. Probabilistic Modelling and Model Updating of Tall Timber BuildingsBlaž Kurent, 2023, doctoral dissertation Keywords: Built Environment, civil engineering, doctoral thesis, timber buildings, wind load, finite element model, modal analysis, surrogate model, model calibration, probabilistic model updating, sensitivity analysis, uncertainty quantification
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6. Towards machine learned generative designLuka Gradišar, Matevž Dolenc, Robert Klinc, 2024, original scientific article Keywords: computational design, generative design, machine learning, optimization, surrogate modelling
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7. Bayesian model updating of eight-storey CLT building using modal dataBlaž Kurent, Noemi Friedman, Angelo Aloisio, Dag Pasca, Roberto Tomasi, Boštjan Brank, 2024, original scientific article Keywords: timber building, model updating, CLT building, modal testing, Bayesian inference, surrogate model, parametric study
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8. DELWAVE 1.0Peter Mlakar, Antonio Ricchi, Sandro Carniel, Davide Bonaldo, Matjaž Ličer, 2024, original scientific article Keywords: surrogate modelling, deep learning, DEep Learning WAVe Emulating model, DELWAVE, Simulating WAves Nearshore, SWAN
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