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1. MATHEMATICAL MODELING OF MOLECULAR TRANSMEMBRANE TRANSPORT AND CHANGES OF TISSUES´ DIELECTRIC PROPERTIES DUE TO ELECTROPORATION
JANJA DERMOL-ČERNE, 2018, doktorsko delo/naloga

Ključne besede: Electroporation, multiscale modeling, excitable cells, predictive models, electrochemotherapy, numerical modeling, irreversible electroporation
Celotno besedilo (datoteka, 8,89 MB)

2. Neural network, ARX, and extreme learning machine models for the short-term prediction of temperature in buildings
Primož Potočnik, Boris Vidrih, Andrej Kitanovski, Edvard Govekar, 2019, izvirni znanstveni članek

Ključne besede: predictive models, neural networks, ARX model, extreme learning machines, residential buildings, indoor temperature
Celotno besedilo (datoteka, 1,91 MB) Gradivo ima več datotek! Več...

3. Deep learning of tissue-specific gene expression from DNA sequences
Uroš Polanc, 2023, magistrsko delo

Ključne besede: bioinformatics, convolutional neural network, DNA, DNABERT, gene expression, machine learning, sequence motifs, mRNA, predictive models, regulatory mechanisms, tissue-specific gene expression, tissue-specificity
Celotno besedilo (datoteka, 8,50 MB)

4. A global modeling framework for load forecasting in distribution networks
Miha Grabner, Yi Wang, Qingsong Wen, Boštjan Blažič, Vitomir Štruc, 2023, izvirni znanstveni članek

Ključne besede: load forecasting, distribution networks, predictive models, smart meter, global model, deep learning
Celotno besedilo (datoteka, 2,89 MB) Gradivo ima več datotek! Več...

5. Can protein expression be ‘solved’?
Catherine Baranowski, Hector Garcia Martin, Diego A. Oyarzún, Aviv Spinner, Bijoy Desai, Christopher J. Petzold, Evangelos-Marios Nikolados, Sebastian Jaaks-Kraatz, Aljaž Gaber, Robert J. Chalkley, Devin Scannell, Rachel Sevey, Michael C. Jewett, Peter J. Kelly, Erika A. DeBenedictis, 2025, pregledni znanstveni članek

Ključne besede: protein expression, machine learning, predictive models, open datasets
Celotno besedilo (datoteka, 907,45 KB) Gradivo ima več datotek! Več...
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