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 …

A detailed analysis of the influence of thermal nonequilibrium on transport in
semiconductors was carried out. Special attention was paid to the effect of this …

The photogenerated excess carriers' influence on the temperature distribution and
thermoelastic photoacoustic signals of n-type silicon excited with a light source of modulated …

Based on the experimental and theoretical signals of an open photoacoustic cell operating
with modulation frequencies from 20 Hz to 20 kHz, a significant contribution of …

In this paper, electronic semiconductor characterization using reverse-back procedure was
applied to different photoacoustic responses aiming to find effective ambipolar diffusion …

In modern high-speed semiconductor electronics, there is a high-rate heating of components
that is affected by very fast relaxation processes. The relaxation times of these processes …

In order to make the photothermal effect detectable from a sample with low optical
absorption, an optically opaque layer must be applied on its surface. A model of optically …

In this work, theoretically/mathematically simulated (TMS) model is presented for the
photoacoustic (PA) frequency response of a semiconductor in a minimum volume PA cell. By …

This paper introduces the possibility of the determination of optical absorption and reflexivity
coefficient of silicon samples using neural networks and reverse-back procedure based on …

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 …