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23451. Hierarhija anomalij v modelu z mehko sredico
Rok Breznikar, 2022, undergraduate thesis

Keywords: Monte Carlo, potencial CSW, voda, anomalije
Full text (file, 1,69 MB)

23452. Vpliv kovinske elektrode na robna stanja dvodimenzionalnega topološkega izolatorja
Marjan Maček, 2015, undergraduate thesis

Keywords: kvantni Hallov pojav, kvantni anomalni Hallov prevodnik, topološki izolatorji, kvantni balistični transport, mezoskopska fizika
Full text (file, 16,78 MB)

23453. Simulacija molekulske dinamike za sistem delcev s potencialom z več karakterističnimi dolžinami
Rok Rutar, 2023, undergraduate thesis

Keywords: molekulska dinamika, računalniške simulacije, sferično simetrični potencial, anomalni sistem
Full text (file, 2,19 MB)

23454. Nonequilibrium statistical physics in discrete space-time
Žiga Krajnik, 2023, doctoral dissertation

Keywords: classical integrability, discrete space-time, inverse scattering method, soliton gas, spin transport, superdiffusion, full-counting statistics, charged single-file dynamics, dynamical criticality, anomalous spin dynamics
Full text (file, 22,55 MB)

23455. Visual inspection system for anomaly detection on KTL coatings using variational autoencoders
Nejc Kozamernik, Drago Bračun, 2020, published scientific conference contribution

Keywords: surface defect inspection, imaging system, anomaly detection, deep generative models, variational autoencoders
Full text (file, 1,16 MB) This document has more files! More...

23456. AIoT and edge computing of sensor data
Jakob Šalej, 2021, master's thesis

Keywords: internet of things, machine learning, sensor data, edge computing, anomaly detection
Full text (file, 4,80 MB)

23457. Application of Unsupervised Anomaly Detection techniques to Moisture Content data from wood constructions
Álvaro García Faura, Dejan Štepec, Matija Cankar, Miha Humar, 2021, original scientific article

Keywords: wood moisture monitoring, Unsupervised Anomaly Detection (UAD), Moisture Content (MC) data, wooden facade, wooden windows
Full text (file, 2,13 MB) This document has more files! More...

23458. Analysis of machine learning algorithms for anomaly detection on edge devices
Aleks Huč, Jakob Šalej, Mira Trebar, 2021, original scientific article

Keywords: machine learning, classification, edge computing, imbalanced dataset, training dataset, anomaly detection, clustering
Full text (file, 10,89 MB) This document has more files! More...

23459. Detecting surface anomalies with deep learning
Domen Rački, 2022, doctoral dissertation

Keywords: Surface defect detection, visual inspection, quality control, solid oral dosage forms, pharmaceutical industry, deep learning, segmentation, convolutional neural networks, visual anomaly detection
Full text (file, 11,17 MB)

23460. Mixed supervision for surface-defect detection
Jakob Božič, 2022, master's thesis

Keywords: deep learning, surface-defect detection, mixed supervision, anomaly detection, robustness
Full text (file, 44,43 MB)
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