Influence of data scaling and normalization on overall neural network performances in photoacoustics

КL Djordjević, MI Jordović-Pavlović… - Optical and Quantum …, 2022 - Springer
In this paper, the influence of the input and output data scaling and normalization on the
neural network overall performances is investigated aimed at inverse problem-solving in …

Use neural network in photoacoustic measurement of thermoelastic properties of aluminum foil

КL Djordjević, SP Galović, MN Popović, MV Nešić… - Measurement, 2022 - Elsevier
The objective of this paper is to present methodology of the precise and reliable
determination of thermal diffusivity and linear coefficient of thermal expansion of the …

Estimation of linear expansion coefficient and thermal diffusivity by photoacoustic numerical self-consistent procedure

MV Nesic, MN Popovic, SP Galovic… - Journal of Applied …, 2022 - pubs.aip.org
In this paper, a self-consistent inverse procedure is developed for the estimation of linear
thermal expansion coefficient and thermal diffusivity of solids from transmission …

Photoacoustic Characterization of TiO2 Thin-Films Deposited on Silicon Substrate Using Neural Networks

KL Djordjević, DK Markushev, MN Popović, MV Nesić… - Materials, 2023 - mdpi.com
In this paper, the possibility of determining the thermal, elastic and geometric characteristics
of a thin TiO2 film deposited on a silicon substrate, with a thickness of 30 μm, in the …

Application of neural network to study of frequency range effect to photoacoustic measurement of thermoelastic properties of thin aluminum samples

KL Djordjević, ZZ Stoisavljević, MA Dragaš… - Measurement, 2024 - Elsevier
In this paper, the influence of the measurement range on the prediction of thermoelastic and
geometric properties of a thin aluminum sample obtained by solving the inverse …

Potential of Using Simulated Data in Processing Photoacoustic Measurement Data

M Jordovic Pavlovic, A Kupusinac, S Galovic… - 2021 - scidar.kg.ac.rs
This paper explores the potential of using simulated data in calibration of photoacoustic
measurement system. The database of simulated experimental values is created using …

Using simulated data in computationally intelligent photoacoustics

MJ Pavlović, MR Milić, K Đorđević, M Nešić, M Popović - Engineering Today, 2023 - mfkv.rs
A development of simulated data and discussion on potential use in processing
photoacoustic measurement data, as well as in solving of an inverse problem are presented …

COVID19 TOURISM AND MODERN TREND IN THE APPLICATION OF INFORMATION TECHNOLOGIES

S Stankov, MJ Pavlović - Tourism International Scientific Conference Vrnjačka …, 2022 - tisc.rs
Tourism is one of the most impacted sectors of the economy caused by the COVID-19
pandemic consequences. The transformation of the tourism industry has conditioned new …

A method for efficient classification of microphones based on expert knowledge and computational intelligence

M Jordovic Pavlovic, M Raspopovic Milic, M Popović… - 2023 - scidar.kg.ac.rs
Classification of microphones as photoacoustic detectors is important part of procedure of
photoacoustic measurements calibration. The requirements of photoacoustic experiment are …

3D Fringe Pattern Coding and Recognition Using Plasmonic Sensing Circuit

AE Arumona, A Garhwal, P Youplao, K Ray… - Plasmonics, 2021 - Springer
Abstract 3D interference fringe pattern recognition using a plasmonic sensing circuit is
proposed. The plasmonic sensing in the form of a panda ring comprises an embedded gold …