Security monitoring via sound analysis and voice identification with artificial intelligence by Balabanova Ivelina, Sidorova Kristina, Georgiev Georgi

“…The proposed method and the synthesized neural models in the research can be used as units and modules in access control systems with biometric diagnostics and intelligent recognition of employees in company departments to electronically store classified information and physical access control.…”
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Role of Sn atoms on the Crotonaldehyde (2-Butenal) adsorption over bimetallic catalysts PtSn(110), Pt3Sn(111)/Pt(111), Pt3Sn(111) and PtSn4(010): A periodic DFT study by Mario Saavedra-Torres, Felipe Toledo, Yoan Hidalgo-Rosa, David Contreras, Eduardo Schott, Ximena Zarate

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Optimized Multi-Modal Conformer-Based Framework for Continuous Sign Language Recognition by Neena Aloysius, Geetha M, Prema Nedungadi

“…Efficient ConSignformer integrates video embeddings from dual-modal CNN pipelines that process heatmaps and RGB videos, along with temporal learning layers tailored for each modality. …”
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Fault Detection and Diagnosis in Air-Handling Unit (AHU) Using Improved Hybrid 1D Convolutional Neural Network by Prince, Byungun Yoon, Prashant Kumar

“…The advantages of the LSTM model and convolutional layers are combined to identify significant patterns in the input data, which considerably facilitates the detection of AHU defects. …”
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Numerical Simulation of Artificial Recharge Groundwater Effect on Overlying Soft Clay Compression Control by Chenghua Xu, Dandan Yu, Gang Liu, Zujiang Luo, Zhao Li

“…Soil deformation is prone to occur in the process of the foundation pit dewatering. A large number of metro existing tunnels are located in soft soil layers. …”
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The Analysis of Low-Level Jet and Water Vapor Transportation Characteristics on Continuous Extreme Precipitation in Shanxi from 2 to 6 October 2021 by Yingshu SUN, Yushu ZHOU, Guo DENG, Qing MIAO, Guiqiang QIU

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Study on the evolution of rock damage and blasting characteristics of deep tunnel splitting and drilling with explosives by Shigui FU, Zegong LIU, jinwei QIU, Shuai YANG, Gangjian AN, Guodong QIAO, Xin ZHANG

“…A comparison of existing experimental data with numerical simulation resulted in the development of a constitutive model (RHT model) to simulate the fracture propagation process of rock under cutting seam blasting loads. …”
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Research on Multi-objective Shielding Intelligent Optimization Method Based on Non-dominated Sorting Genetic Algorithm NSGA-Ⅲ by WANG Mengqi, ZHENG Zheng, MEI Qiliang, PENG Chao, GAO Jing, ZHOU Yan

“…The study employed a sophisticated multi-objective intelligent optimization procedure and designed a one-dimensional discrete ordinates scale computational model. The model played a key role in optimizing the shielding structure above the hatch cover, paying particular attention to the dimensions of the concrete and polyethylene layers. …”

Improving Subsurface Soil Moisture Estimation Using a 2‐Dimensional Data Assimilation Framework Incorporated With a Dual State‐Parameter Scheme by Dehai Liao, Jun Niu, Taisheng Du, Shaozhong Kang

“…This study may provide new insights into the diagnosis and refinements of the model representation of surface‐subsurface processes.…”
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Evaluation of Morphometric Factors on the Distribution of Debris: A Case Study on the Attica Ripples on the South of Paveh- Kermanshah Province, Iran by Mohammad Ahmadi

“…The Elam Formation here is a fine-grained, fine-grained limestone with regular layering, in which thin layers of black shale are also seen. …”
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An EWS-LSTM-Based Deep Learning Early Warning System for Industrial Machine Fault Prediction by Fabio Cassano, Anna Maria Crespino, Mariangela Lazoi, Giorgia Specchia, Alessandra Spennato

“…This research details the creation and evaluation of an EWS that incorporates deep learning methods, particularly using Long Short-Term Memory (LSTM) networks enhanced with attention layers to predict critical machine faults. The proposed system is designed to process time-series data collected from an industrial printing machine’s embosser component, identifying error patterns that could lead to operational disruptions. …”
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SUPERMAGOv2: Protein Function Prediction via Transformer Embeddings and Bitscore-Weighted Features by Gabriel Bianchin de Oliveira, Helio Pedrini, Zanoni Dias

“…Our machine learning-based model (SUPERMAGOv2) utilizes transformer-based backbones to extract features from multiple layers, which are then processed by six multilayer perceptrons that incorporate a novel bitscore-weighted input derived from DIAMOND alignments, and by an image classification model that converts the extracted feature vectors into images. …”
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Inclusion and equity in Israeli education: the Mizrahi perspective by Nissim Avissar

“…This model can help create more inclusive learning environments and address long-standing educational disparities in the Israeli context. …”
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A Coupling Error Compensation Approach Concerning Constrained Space Coordinate Precision of a Heavy-Load Longitudinal and Transversal Swing Table by Manxian Liu, Rui Bao, Shuo Li, Liang Ji, Suozhuang Li, Xiaoqiang Yan, Wei Li

“…The key geometric parameters of pitch and roll layers are determined according to the machining process and assembly relationship, and the kinematic model is modified to effectively reduce the impact of contour error on the system’s accuracy. …”
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Foams‐Induced Hierarchy for Multiscale Photonics on Flat Substrates: Lasing and Mie‐Bragg Diffraction as Case Studies. by Luisina Forzani, Pedro Tartaj, Yurena Luengo, Ramazan Dalmis, Pedro Moronta, Alvaro Blanco, Cefe López

“…Notably, the optical properties of the disordered foams can be effectively modeled using Mie calculations for individual spheres, serving as a valuable proof of concept for developing particulate portable detectors based on Mie resonances and a hierarchical configuration built upon a simple self‐assembly process carried out on flat substrates.…”
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Critical analysis and digital documentation of the transformations of heritage buildings by İrem Bekar, Izzettin Kutlu

“…The study comprises a four-stage process: (1) investigating the building’s history through a literature review, (2) obtaining visual and technical data through fieldwork, (3) conducting a transformation analysis and generating a three-dimensional measured model, and (4) providing evaluations and recommendations on the building’s transformation and digital modeling in alignment with conservation criteria. …”
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Research on marine atmospheric corrosion behavior of carbon steel during Western Pacific voyage by Mengqi Wang, Lihui Yang, Shuai Wu, Hao Liu, Weichen Xu, Xiutong Wang, Haiping Gao, Cunguo Lin

“…This work provides key corrosion data for the application of carbon steel in marine equipment and the development of protective technologies, while also offering fundamental insights into kinetic modeling of dynamic marine atmospheric corrosion processes.…”
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From design to 3D printing: A proof-of-concept study for multiple unit particle systems (MUPS) printed by dual extrusion fused filament fabrication by Lee Roy Oldfield, Aaron Felix Christofer Mentrup, Stefan Klinken-Uth, Tobias Auel, Anne Seidlitz

“…In this study, a modular four-particle-layered tablet computer model containing 196 cylindrical particles with a diameter of 1.4 mm, a height of 1.0 mm and a total tablet size of 22.6 × 8.5 × 6.0 mm is proposed. …”
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Evidence for Glaciovolcanic, Phreatomagmatic Tuff Dominated Ridges at Pavonis Mons, Mars by Kathleen E. Scanlon, W. Brent Garry, James W. Head

“…Abstract HiRISE images and digital elevation models (DEMs) of outcrops in candidate Martian glaciovolcanoes provide more detailed evidence for glaciovolcanic processes than has previously been available for Mars. …”
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Management of energy-efficient technologies of certification system in forestry industry by Oleynik Pavel, Kazaryan Ruben, Doroshin Ivan, Kisel Vadim

“…The purpose of the study is to assess the positive impact of certification standards on the final characteristics of load-bearing layers of asphalt concrete pavements on the basis of statistical information obtained in the process of using certification standards. …”
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