Ensemble Machine Learning, Deep Learning, and Time Series Forecasting: Improving Prediction Accuracy for Hourly Concentrations of Ambient Air Pollutants V Petrić, H Hussain, K Časni, M Vuckovic, A Schopper, ŽU Andrijić, ... Aerosol and Air Quality Research 24 (12), 230317, 2024 | 2 | 2024 |
Development of a Calibration Model for Real-Time Solute Concentration Monitoring during Crystallization of Ceritinib Using Raman Spectroscopy and In-Line Process Microscopy M Gavran, Ž Ujević Andrijić, N Bolf, N Rimac, J Sacher, D Šahnić Processes 11 (12), 3439, 2023 | 2 | 2023 |
Application of Neural Networks for Estimating the Concentration of Active Ingredients Solution using In-situ ATR-FTIR Spectroscopy T Herceg, Ž Ujević Andrijić, M Gavran, J Sacher, I Vrban, N Bolf Kemija u industriji: Časopis kemičara i kemijskih inženjera Hrvatske 72 (11 …, 2023 | | 2023 |
Development of Mathematical Models for Industrial Processes Using Dynamic Neural Networks S Herceg, Ž Ujević Andrijić, N Rimac, N Bolf Mathematics 11 (21), 4518, 2023 | 2 | 2023 |
Primjena neuronskih mreža za procjenu koncentracije otopine ksilometazolin hidroklorida u n-butanolu primjenom ATR-FTIR spektroskopije in situ. T Herceg, ŽU Andrijić, M Gavran, J Sache, I Vrban, N Bolf Kemija u Industriji 72, 2023 | 1 | 2023 |
Calculation of the Optimal Cooling Temperature Profile of the Batch Crystalliser J Sacher, M Sejdić, M Gavran, N Bolf, Ž Ujević Andrijić Kemija u industriji: Časopis kemičara i kemijskih inženjera Hrvatske 72 (7-8 …, 2023 | | 2023 |
Proračun optimalnog temperaturnog profila hlađenja šaržnog kristalizatora J Sacher, M Sejdić, M Gavran, N Bolf, Ž Ujević Andrijić Kemija u industriji: Časopis kemičara i kemijskih inženjera Hrvatske 72 (7-8 …, 2023 | 1 | 2023 |
Comparison of NTU and neural network models for fouling monitoring of heat exchangers in the preheat train section of a Crude Distillation Unit ŽU Andrijić, N Rimac Book of Abstracts, 176, 2023 | | 2023 |
Design, construction and control of a manipulator driven by pneumatic artificial muscles Ž Šitum, S Herceg, N Bolf, Ž Ujević Andrijić Sensors 23 (2), 776, 2023 | 12 | 2023 |
The rapid development of calibration models for supersaturation tracking using in-situ ATR-FTIR spectroscopy J Sacher, M Gavran, N Bolf, Ž Ujević Andrijić 28HSKIKI, 169-169, 2023 | | 2023 |
Fouling detection in industrial heat exchanger using number of transfer units method, neural network, and nonlinear finite impulse response models ŽU Andrijić, N Bolf, N Rimac, A Brzović Heat transfer engineering 43 (21), 1852-1866, 2022 | 8 | 2022 |
Support Vector Machine-based Soft Sensors in the Isomerisation Process S Herceg, Ž Ujević Andrijić, N Bolf Chemical and Biochemical Engineering Quarterly 34 (4), 243-255, 2020 | 5 | 2020 |
Development of soft sensors for isomerization process based on support vector machine regression and dynamic polynomial models S Herceg, ŽU Andrijić, N Bolf Chemical Engineering Research and Design 149, 95-103, 2019 | 66 | 2019 |
Osvježimo znanje: Umjetne neuronske mreže Ž Ujević Andrijić Kemija u industriji: Časopis kemičara i kemijskih inženjera Hrvatske 68 (5-6 …, 2019 | 23 | 2019 |
Umjetne neuronske mreže ŽU Andrijić, N Bolf Kem. Ind 68 (5-6), 219-220, 2019 | 6 | 2019 |
Soft sensors model optimization and application for the refinery real-time prediction of toluene content I Mohler, Ž Ujević Andrijić, N Bolf Chemical engineering communications 205 (3), 411-421, 2018 | 7 | 2018 |
Using the PI System in Chemical Engineering Education and Research Ž Ujević Andrijić, N Bolf | | 2018 |
Continuous estimation of the key components content in the isomerization process products S Herceg, ŽU Andrijić, N Bolf CHEMICAL ENGINEERING 69, 2018 | 3 | 2018 |
Soft sensor models for a fractionation reformate plant using small and bootstrapped data sets ŽU Andrijić, M Cvetnić, N Bolf Brazilian journal of chemical engineering 35 (2), 745-756, 2018 | 12 | 2018 |
Development of inferential models for fractionation reformate unit ŽU Andrijić, I Mohler, N Bolf, H Dorić 2017 21st International Conference on Process Control (PC), 143-148, 2017 | 4 | 2017 |