251. Deep learning of tissue-specific gene expression from DNA sequencesUroš Polanc, 2023, master's thesis Keywords: bioinformatics, convolutional neural network, DNA, DNABERT, gene expression, machine learning, sequence motifs, mRNA, predictive models, regulatory mechanisms, tissue-specific gene expression, tissue-specificity
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252. A data-driven simulation and Gaussian process regression model for hydraulic press condition diagnosisDenis Jankovič, Marko Šimic, Niko Herakovič, 2024, original scientific article Keywords: hydraulic system, artificial intelligence, Gaussian regression modeling, simulation-based learning, condition monitoring, cause and effect analysis
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253. Identification of electroporation sites in the complex lipid organization of the plasma membraneLea Rems, Xinru Tang, Fangwei Zhao, Sergio Pérez-Conesa, Ilaria Testa, Lucie Delemotte, 2022, original scientific article Keywords: plasma membrane, electric field, pores, molecular dynamics simulation, machine learning, Bayesian survival analysis
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254. Application of machine learning models for estimating the material parameters for multiaxial fatigue strength calculationMarko Nagode, Jan Papuga, Simon Oman, 2023, original scientific article Keywords: estimation of material parameters, fatigue strength, multiaxial fatigue analysis, machine learning, random forest
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255. Search for type-II seesaw mechanism processes with same charge leptons in the final states with the ATLAS detectorBlaž Leban, 2023, doctoral dissertation Keywords: ATLAS, CERN, LHC Run 2, left-right symmetry, type-II seesaw, Zee-Babu model, machine learning, boosted decision trees, neural networks, same-charge leptons, doubly charged Higgs, lepton flavour violation
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256. Liquid organic hydrogen carrier hydrogenation–dehydrogenationEmilija Rakić, Miha Grilc, Blaž Likozar, 2023, review article Keywords: liquid organic hydrogen carrier molecules, LOHC, multiscale modelling chemical reaction kinetics, density functional theory, DFT, computational fluid dynamics, CFD, machine learning, ML, catalysis, H$_2$ storage
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257. IPADMatej Vitek, Matic Bizjak, Peter Peer, Vitomir Štruc, 2023, original scientific article Keywords: biometrics, sclera segmentation, ocular biometrics, ocular segmentation, model pruning, lightweight deep learning
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259. Hierarchical learning of robotic contact policiesMihael Simonič, Aleš Ude, Bojan Nemec, 2024, original scientific article Keywords: autonomous robot learning, learning, experience, compliance and impedance control, learning from experience, perception-action coupling, compliant assembly
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260. An innovative tailored instructional design for computer programming courses in engineeringDominique Persano Adorno, Tuba Ugras, James Sunney Quaicoe, Veselina Jecheva, Abiodun A. Ogunyemi, Merja Bauters, Angel Toshkov, Yasin Ortakci, Kasim Ozacar, Ferhat Atasoy, Daniele Peri, Slavko Kocijančič, David Rihtaršič, Špela Cerar, Huseyin Uvet, 2023, original scientific article Keywords: hybrid learning, course design, undergraduate innovative education, programming languages
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