Lineament extraction and structural mapping using Landsat-9 OLI and Sentinel-1 SAR data in the Proterozoic North Singhbhum Mobile Belt, Eastern India by Nandini Choudhury, Atin Kumar Mitra, Biswajit Nath, Mark D Lindsay

“…Sentinel-1 SAR data, acquired in Interferometric Wide (IW) swath mode with dual polarization (VV and VH), was processed using Google Earth Engine, allowing for detailed analysis of surface features. The VH polarization was particularly effective in detecting fine-scale linear features due to its sensitivity to surface roughness and vegetation penetration. …”
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Recent advancements in hybrid electrochemical biosensors nanoarchitectronics by Christopher Igwe Idumah

“…Presently, NMs are versatily utilized in a vast range of electrochemical sensorial uses because of their physically, chemically, as well as biologically inclined features, presenting them as outstanding materials for designing electrode surface for the construction of electrochemical sensors exhibiting outstanding analytical behavior. …”
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Polymer planar microcavities with CdSe‐ZnS core‐shell quantum dots for label‐free vapor sensing by Laura Magnasco, Martina Martusciello, Andrea Escher, Giovanni Manfredi, Paola Lova, Davide Comoretto, Andrea Lanfranchi

“…The response to different analytes can be detected through both transmittance and photoluminescence measurements, with distinct features arising from the specific chemical and physical interactions between the sensor components and the pollutants.…”
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Dynamic response and discrimination of gaseous sarin using a boron‐difluoride complex film‐based fluorescence sensor by Zhijie Zhou, Lei Zhang, Lingya Peng, Yingjie Li, Xiaolin Zhu, Yidi Wu, Zebiao Qiu, Gang He, Molin Qin, Haonan Peng, Yu Fang

“…The sensor featured a rapid response time (less than 2 s), a broad linear detection range (1 ppb–1000 ppm), and superior selectivity for sarin vapor over a group of interfering analytes, outperforming existing sarin sensors. …”
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Research on Soft-Sensing Methods for Measuring Diene Yields Using Deep Belief Networks by Xiangwu Deng, Zhiping Peng, Delong Cui

“…The diene yield is an important production quality index parameter of ethylene units, and it is very important to detect and control them in real time. Due to the limitations of online analytical instrumentation technology, diene yields are difficult to measure online. …”
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MLinvitroTox reloaded for high-throughput hazard-based prioritization of high-resolution mass spectrometry data by Katarzyna Arturi, Eliza J. Harris, Lilian Gasser, Beate I. Escher, Georg Braun, Robin Bosshard, Juliane Hollender

“…This refinement makes the analytical confirmation of the toxicologically most relevant features feasible, offering significant benefits for cost-efficient chemical risk assessment. …”
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Analysis of digital intelligent financial audit system based on improved BiLSTM neural network by Zhu Xincai

“…Therefore, in order to achieve intelligent analysis and processing of audit reports, this study innovatively applies the convolution operation of convolutional neural networks to the forward and backward layers of bidirectional long short-term memory networks, obtaining more accurate feature recognition and prediction results. Meanwhile, by introducing radial basis functions for nonlinear mapping of the data space, the model’s ability to fit complex data is enhanced, thereby improving the analytical capability of the digital intelligent financial audit system. …”
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An Amperometric Sensor with Anti-Fouling Properties for Indicating Xylazine Adulterant in Beverages by Arielle Vinnikov, Charles W. Sheppard, Ann H. Wemple, Joyce E. Stern, Michael C. Leopold

“…Amperometric electrochemical sensing schemes, which are easily fabricated and can directly relate measured current with analyte concentrations, remain a promising strategy for the development of the portable, in situ detection of commonly employed adulterants. …”
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Metabolomics of Papanicolaou Tests for the Discovery of Ovarian Cancer Biomarkers by Samyukta Sah, Elisabeth M. Schwiebert, Samuel G. Moore, Ying Liu, David A. Gaul, Kristin L. M. Boylan, Amy P. N. Skubitz, Facundo M. Fernández

“…The cell pellets underwent a biphasic extraction, followed by an RP-LC-MS analysis, while the supernatants underwent two separate extractions and analyses, including RP-LC-MS and HILIC-LC-MS. Non-targeted features were detected in the range of 220–1000 <i>m/z</i> to determine the sensitivity and scope of the various extraction and analytical workflows, as well as evaluating residual Pap test samples as viable metabolomics biospecimens. …”
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Aflatoxin M1 Determination in Whole Milk with Immersible Silicon Photonic Immunosensor by Dimitra Kourti, Michailia Angelopoulou, Eleni Makarona, Anastasios Economou, Panagiota Petrou, Konstantinos Misiakos, Sotirios Kakabakos

“…Given its analytical performance and the absence of pumps and fluidics that lead to a compact instrument design, the proposed immunosensor is ideal for the on-site detection of AFM1 in milk samples.…”
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DIMENSIONS OF LENIENCY POLICIES IN BRICS: A COMPARATIVE ANALYSIS OF INDIA, SOUTH AFRICA, BRAZIL AND RUSSIA by D. Sharma

“…But it is well known that the enforcement mechanisms of laws against cartels differ from country to country, and yet the striking similarity is that almost all competition authorities face the same uphill task of detecting and busting cartels in a manner that leads to efficient and desired prosecution.This paper focuses on an analysis of the newly introduced leniency regulations in India and the parameters of their effectiveness through a comparative analytical study of BRICS leniency regulations, specifically the experiences shared by South Africa, Brazil and Russia in the application of leniency tools and a marker system. …”
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Integrating routine blood biomarkers and artificial intelligence for supporting diagnosis of silicosis in engineered stone workers by Daniel Sanchez‐Morillo, Antonio León‐Jiménez, María Guerrero‐Chanivet, Gema Jiménez‐Gómez, Antonio Hidalgo‐Molina, Antonio Campos‐Caro

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Rapid determination of sodium pentachlorophenate in bamboo and wooden cutting boards via ultrasonic-assisted liquid-liquid extraction coupled with ultra-performance liquid chromato... by Ye Wang, Mingyou Hu, Fang Wang, Juan Yu, Guojian Shao

“…The method exhibited excellent linearity across a concentration range of 1.0-500.0 μg/L (R2 ≥ 0.999), with a limit of detection (LOD) of 0.5 μg/kg and a limit of quantification (LOQ) of 1.5 μg/kg. …”
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On the Equilibrium State Stability of a Neural Network Model by Y. V. Bogomolov

“…In the paper, a neural network model based on three McCulloch–Pitts adder neurons is considered. Previously, the features of the model dynamics were numerically analyzed and the stability of various dynamic modes of the network with small changes of the current state was studied, including the detection of parameters specific for the chaotic system dynamics. …”
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Development of a Gastro-retentive Dosage Form of a New Promising Anti-tuberculosis Drug Macozinone by V. G. Nesterenko, R. N. Bolgarin, B. A. Rudoy, D. K. Salakhetdinov, Yu. G. Kazaishvili, V. S. Scherbakova, N. A. Nikitina, Yu. V. Medvedev, E. N. Fisher, E. A. Malashenko, I. E. Shohin

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Systematically constructing the likelihood for boosted $H\to gg$ decays by Andrew J. Larkoski

“…Though this decay mode of the Higgs is unlikely to be discovered at the LHC, we analytically demonstrate several features of the likelihood ratio for this problem through explicit analysis of signal and background matrix elements. …”
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QuEChERS combined with ultra-high performance liquid chromatography-tandem mass spectrometry to determine acrylamide in Xinjiang Naan products by XU Man, SONG Shaolong, HU Jun, SHI Haiyun, LIU Jian

“…The separation was performed using ACQUITY UPLC HSS T3 (100 mm×2.1 mm, 1.8 µm) column, with a mobile phase of water-methanol, in electrospray ionization positive ion mode and multi-reaction monitoring mode.ResultsThe method demonstrated a strong linear relationship for acrylamide detection within the range of 1.0~100 ng/mL (R2>0.999 1), with detection and quantitation limits of 0.25 µg/kg and 0.82 µg/kg, respectively. …”
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Simulation and Quantitative Analysis of Spatial Centromere Distribution Patterns by Adib Keikhosravi, Krishnendu Guin, Gianluca Pegoraro, Tom Misteli

“…A prominent feature of eukaryotic chromosomes are centromeres, which are specialized regions of repetitive DNA required for faithful chromosome segregation during cell division. …”
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Investigation of the Effect of Tool Rotation Rate in EDM Drilling of Ultrafine Grain Tungsten Carbide Using Predictive Machine Learning by Sai Dutta Gattu, Lucas Pardo Bernardi, Jiwang Yan

“…Classification models trained on raw and processed electrical signal features achieved over 88% accuracy and 90% recall. …”
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Brain microdialysis in neurobiology and neurochemistry by E. V. Kharitonova, O. L. Lopatina, S. A. Marchenko, Y. V. Gorina, A. B. Salmina

“…Widely established in pharmacology and neuroscience, it permits evaluation of the metabolism in any organ including brain and allows early detection of the cell stress. Concentrations of the target analytes in the dialysate are determined by the type of the analysed tissue, paracrine interactions, and technical features such as membrane type and surface area or flow rate of isotonic fluid. …”
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