Results 71 to 80 of about 72,257 (309)

Rapid and Ultra‐Sensitive SARS‐CoV‐2 Subgenomic RNA Detection Using Single‐Molecule With a Large Transistor‐SiMoT Bioelectronic Platform

Advanced Electronic Materials, EarlyView.
The single‐molecule with a large transistor‐SiMoT is proposed for the detection of the subgenomic RNA of SARS‐CoV‐2, achieving a diagnostic sensitivity of 98.0% and a specificity of 87.8%. The SiMoT technology, currently at TRL‐5, is suitable for point‐of‐care settings and delivers the result to the end user in 30 min.
Eleonora Macchia, Anna Maria D'Erchia, Mariapia Caputo, Angelica Bianco, Claudia Leoni, Francesca Intranuovo, Cecilia Scandurra, Lucia Sarcina, Cinzia Di Franco, Paolo Bollella, Gaetano Scamarcio, Luisa Torsi, Graziano Pesole   +12 more
wiley   +1 more source

Convolutional neural networks for classification and regression analysis of one-dimensional spectral data [PDF]

arXiv, 2020
Convolutional neural networks (CNNs) are widely used for image recognition and text analysis, and have been suggested for application on one-dimensional data as a way to reduce the need for pre-processing steps. Pre-processing is an integral part of multivariate analysis, but determination of the optimal pre-processing methods can be time-consuming due
arxiv  

Artificial Intelligence for reverse engineering: application to detergents using Raman spectroscopy [PDF]

arXiv, 2023
The reverse engineering of a complex mixture, regardless of its nature, has become significant today. Being able to quickly assess the potential toxicity of new commercial products in relation to the environment presents a genuine analytical challenge.
arxiv  

Voltammetry: mathematical modelling and Inverse Problem [PDF]

Chemometrics and Intelligent Laboratory Systems, Vol.157, 2016, pp.78-84, 2016
We propose the fast semi-analytical method of modelling the polarization curves in the voltammetric experiment. The method is based on usage of the special func- tions and shows a big calculation speed and a high accuracy and stability. Low computational needs of the proposed algorithm allow us to state the set of Inverse Problems of voltammetry for ...
arxiv   +1 more source

The development of an anti-cancer peptide M1-21 targeting transcription factor FOXM1

Cell & Bioscience, 2023
Background Transcription factor FOXM1 is a potential target for anti-cancer drug development. An interfering peptide M1-21, targeting FOXM1 and FOXM1-interacting proteins, is developed and its anti-cancer efficacy is evaluated.
Haojie Cheng, Jie Yuan, Chaozhu Pei, Min Ouyang, Huitong Bu, Yan Chen, Xiaoqin Huang, Zhenwang Zhang, Li Yu, Yongjun Tan   +9 more
doaj   +1 more source

Applied Artificial Intelligence in Materials Science and Material Design

Advanced Intelligent Systems, EarlyView.
AI‐driven methods are transforming materials science by accelerating material discovery, design, and analysis, leveraging large datasets to enhance predictive modeling and streamline experimental techniques. This review highlights advancements in AI applications across spectroscopy, microscopy, and molecular design, enabling efficient material ...
Emigdio Chávez‐Angel, Martin Børstad Eriksen, Alejandro Castro‐Alvarez, Jose H. Garcia, Marc Botifoll, Oscar Avalos‐Ovando, Jordi Arbiol, Aitor Mugarza   +7 more
wiley   +1 more source

Data-driven Soft Sensors in the Process Industry [PDF]

, 2009
In the last two decades Soft Sensors established themselves as a valuable alternative to the traditional means for the acquisition of critical process variables, process monitoring and other tasks which are related to process control.
Abdi, Alhoniemi, Angelov, Angelov, Angelov, Arazo-Bravo, Atkeson, Bastin, Bauer, Bishop, Bogdan Gabrys, Bonne, Breiman, Bro, Casali, Chen, Chen, Chen, Chen, Chen, Choi, Chruy, Davies, Dayal, De Wolf, Desai, Devogelaere, Ding, Dong, Dong, Dote, Doyle, Dunia, Dunia, Dunia, Eriksson, Fellner, Fortuna, Fortuna, Frank, Freund, Funahashi, Gabrielsson, Gabrys, Gabrys, Gabrys, Gabrys, Gama, Geladi, Gomez, Gonzalez, Gonzalez, Goodwin, Gosset, Guyon, Han, Hastie, He, Hodge, Hotelling, Jackson, James, Jang, Jiang, Jolliffe, Jordaan, Jos de Assis, Kadlec, Kadlec, Kalos, Kampjarvi, Kittler, Kohavi, Kohonen, Kordon, Kourti, Kourti, Krogh, Kuncheva, Lee, Lee, Lee, Lee, Li, Li, Lin, Lin, Luo, Macias, Mandic, Marjanovic, Meleiro, Menold, Nauck, Neogi, Nomikos, Nomikos, Nomikos, Opitz, Park, Pearson, Pearson, Petr Kadlec, Poggio, Prasad, Principe, Qin, Qin, Qin, Qin, Radhakrishnan, Rnnar, Rong, Rotem, Ruta, Ruta, Schafer, Scheffer, Serneels, Sibylle Strandt, Stanimirova, Su, Tzanakou, van Sprang, van Sprang, Vapnik, Venkatasubramanian, Venkatasubramanian, Venkatasubramanian, Vilalta, Walczak, Walczak, Walczak, Wang, Wang, Wang, Wang, Warne, Weiss, Widmer, Wold, Wold, Wold, Wolpert, Yan, Yang, Zadeh, Zamprogna, Zamprogna, Zhang   +149 more
core   +1 more source

A comparative evaluation of the enhanced PLS‐Tree algorithm with multiple latent score vectors

Journal of Advanced Manufacturing and Processing, EarlyView.
Abstract Multicollinearity and heterogeneity are prevalent challenges in the analysis of process industry datasets, necessitating algorithms capable of addressing both simultaneously. The partial least squares (PLS)‐Tree algorithm, which integrates PLS regression with decision tree methodologies, stands out by concurrently addressing data heterogeneity
Shyam Panjwani, Alice Almazan, Hao Wei, Konstantinos Spetsieris   +3 more
wiley   +1 more source

Tensor Decompositions for Signal Processing Applications From Two-way to Multiway Component Analysis [PDF]

, 2014
The widespread use of multi-sensor technology and the emergence of big datasets has highlighted the limitations of standard flat-view matrix models and the necessity to move towards more versatile data analysis tools. We show that higher-order tensors (i.
Caiafa, C., Cichocki, A., De Lathauwer, L., Mandic, D., Phan, A-H., Zhao, Q., Zhou, G.   +6 more
core   +1 more source

The playground of chemometrics

Analytica Chimica Acta, 1986
Abstract A useful description of chemometrics is “the software part of analytical chemistry”. This description opens wide fields of applications and does not contradict the more official definition of “statistical and mathematical methods”. The typical systems approach allows the application of chemometric methods in such diverse fields as sampling ...
openaire   +3 more sources