State-of-the-art review of neural network applications in pharmaceutical manufacturing: current state and future directions

E Gholipour, A Bastas - Journal of Intelligent Manufacturing, 2024 - Springer
Neural network applications, as an emerging machine learning technology, are increasingly
being integrated into pharmaceutical manufacturing technologies, offering significant …

Quantitative analysis of polycyclic aromatic hydrocarbons (PAHs) in water by surface-enhanced Raman spectroscopy (SERS) combined with Random Forest

M Guo, M Li, H Fu, Y Zhang, T Chen, H Tang… - … Acta Part A: Molecular …, 2023 - Elsevier
Polycyclic aromatic hydrocarbons (PAHs) have strong carcinogenicity, teratogenicity,
mutagenicity and other adverse effects on human beings. They are one of the most …

Atomic spectrometry update: review of advances in the analysis of metals, chemicals and materials

R Clough, A Fisher, B Gibson, B Russell - Journal of Analytical Atomic …, 2023 - pubs.rsc.org
This update covers the literature published between approximately June 2022 and April
2023 and is the latest part of a series of annual reviews. It is designed to provide the reader …

Artificial neural network for high-throughput spectral data processing in LIBS imaging: application to archaeological mortar

N Herreyre, A Cormier, S Hermelin, C Oberlin… - Journal of Analytical …, 2023 - pubs.rsc.org
With the development of micro-LIBS imaging, the ever-increasing size of datasets
(sometimes> 1 million spectra) makes the processing of spectral data difficult and time …

Traceability of cold medications with similar ingredients based on laser-induced breakdown spectroscopy

L Yao, J Li, Y Liu, L Shen, C Wang - Journal of Analytical Atomic …, 2024 - pubs.rsc.org
Cold medications are widely used in daily life, and the quality and safety of the medications
are directly related to the personal health of the user. However, with more and more …

Determination of austenitic steel alloys composition using laser-induced breakdown spectroscopy (LIBS) and machine learning algorithms

I Traparić, M Ivković - The European Physical Journal D, 2023 - Springer
In this paper, the determination of composition of certified samples of austenitic steel alloys
was done by combining laser-induced breakdown spectroscopy (LIBS) technique with …

Discrimination of rocks by laser-induced breakdown spectroscopy combined with Random Forest (RF)

X Jin, G Yang, X Sun, D Qu, S Li, G Chen… - Journal of Analytical …, 2023 - pubs.rsc.org
The great significance of geological research is to serve the development of society and
economy. Laser-Induced Breakdown Spectroscopy (LIBS), a simple but efficient spectral …

Homogeneity analysis of medicine tablets by laser induced breakdown spectroscopy combined with multivariate methods

AH Farhadian, M Mollaei - European Journal of Pharmaceutics and …, 2024 - Elsevier
Pharmaceutical tablets need to have a homogenous chemical structure, especially in cases
where the patient may divide the tablet in half prior to consumption. This work aims to …

Rapid Test for Adulteration of Fritillaria Thunbergii in Fritillaria Cirrhosa by Laser-Induced Breakdown Spectroscopy

K Wei, G Teng, Q Wang, X Xu, Z Zhao, H Liu, M Bao… - Foods, 2023 - mdpi.com
Fritillaria has a long history in China, and it can be consumed as medicine and food. Owing
to the high cost of Fritillaria cirrhosa, traders sometimes mix it with the cheaper Fritillaria …

Evaluation of Sample Preparation Methods for the Classification of Children's Ca–Fe–Zn Oral Liquid by Libs

W Xie, G Fu, J Xu, M Zeng, Q Wan, X Yao… - Journal of Applied …, 2024 - Springer
Different manufacturers do not produce the same quality of children's Ca–Fe–Zn oral liquid
due to different production materials and processes. To improve the phenomenon of …