Deep learning and genomic best linear unbiased prediction integration: An approach to identify potential nonlinear genetic relationships between traits by F. Shokor, P. Croiseau, H. Gangloff, R. Saintilan, T. Tribout, T. Mary-Huard, B.C.D. Cuyabano

“…ABSTRACT: Genomic prediction (GP) aims to predict the breeding values of multiple complex traits, usually assumed to be multivariate normally distributed by the largely used statistical methods, thus imposing linear genetic relationships between traits. Although these methods are valuable for GP, they do not account for potential nonlinear genetic relationships between traits in scenarios. …”
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Integrating AlphaFold2 models and clinical data to improve the assessment of Short Linear Motifs (SLiMs) and their variants' pathogenicity. by Franco Gino Brunello, Lorenzo Erra, Juan Nicola, Marcelo Adrián Martí

“…Short Linear Motifs (SLiMs) are protein functionally relevant regions that mediate reversible protein-protein interactions. …”
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Metal Thickness Measurement Using an Ultrasonic Probe with a Linear Actuator for a Magnet-Type Climbing Robot: Design and Development by Yuki Nishimura, Cheng Wang, Wei Song

“…The linear actuator moves the probe to its initial position, the gel pump injects a coupling gel, and then the actuator moves the probe to the surface and back. …”
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Line structure representation for road network analysis by Stephen Marshall

“…This paper introduces the line structure—identified mathematically as a kind of linearly ordered incidence structure—as a means of representing road network structure and demonstrates its relation to existing representations of road networks: the “primal” graph, the “dual” graph, and the route structure. …”
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Probing structural alterations in shock compressed GaAs by Mithun Bhowmick, Dhanalakshmi Sellan, Kade Johnson, Kenneth Mikolaichik, Xuan Zhou, Amlan Das, Chari Ramkumar, Brenden A. Magill, Nicholas W. G. Smith, Giti A. Khodaparast

“…An alternative is applying a one-time shock wave to GaAs, transforming the material to a precisely controllable, permanently pressurized structure. In this study, laser-driven flyer plate experiments were conducted in crystalline GaAs to probe permanent structural changes induced by shock compression. …”
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Salt and pepper denoising filters for digital images: A technical review by Kumar Abhishek, Kumar Sanjeev, Kar Asutosh

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Non-uniform Rectilinear Grid in the Waveguide Modeling of the Vocal Tract by Tahir Mushtaq QURESHI, Khalid Saifullah SYED, Asim ZAFAR

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Intra-Community Trade Asymmetries-BaSed Clustering and Linear Ordering of Combined Nomenclature Chapters Using Generalized Distance Measure (GDM) by Iwona Markowicz, Paweł Baran

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Graph Neural Network With Hessian-Based Locally Linear Embedding for Cancer Metastasis Analysis in Lymph Nodes Using DeepLab Segmentation by Senthil Jayapal, R. Annamalai

“…These features are then inputted into a GNN, which utilizes the graph structure to identify and analyze metastatic patterns. …”
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Determining Non-Dimensional Group of Parameters Governing the Prediction of Penetration Depth and Holding Capacity of Drag Embedment Anchors Using Linear Regression by Mojtaba Olyasani, Hamed Azimi, Hodjat Shiri

“…Drag embedment anchors (DEAs) provide reliable and cost-effective mooring solutions for floating structures, e.g., platforms, ships, offshore wind turbines, etc., in offshore engineering. …”
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Estimation and Forecasting of the Average Unit Cost of Energy Supply in a Distribution System Using Multiple Linear Regression and ARIMAX Modeling in Ecuador by Pablo Alejandro Mendez-Santos, Nathalia Alexandra Chacón-Reino, Luis Fernando Guerrero-Vásquez, Jorge Osmani Ordoñez-Ordoñez, Paul Andrés Chasi-Pesantez

“…This study models the average unit cost of electricity supply (USD/kWh) in Ecuador using multiple linear regression techniques and ARIMAX forecasting, based on monthly data from 2018 to 2024. …”
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Model Checking of Distributed Systems with Affine Data Structures by N. O. Garanina

“…A new data structure is suggested for symbolic model checking of distributed systems defined by linear functions of integer variables.…”
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Development of Quantitative Structure–Anti-Inflammatory Relationships of Alkaloids by Cristian Rojas, Doménica Muñoz, Ivanna Cordero, Belén Tenesaca, Davide Ballabio

“…Molecules were properly curated, and the molecular geometries of the compounds were optimized using the semi-empirical method (PM3) to calculate molecular descriptors, binary fingerprints (extended-connectivity fingerprints and path fingerprints) and MACCS (Molecular ACCess System) structural keys. Then, we calibrated the QSAR models using well-known linear and non-linear machine learning classifiers, i.e., partial least squares discriminant analysis (PLSDA), random forests (RF), adaptive boosting (AdaBoost), <i>k</i>-nearest neighbors (<i>k</i>NN), <i>N</i>-nearest neighbors (N3) and binned nearest neighbors (BNN). …”
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THE PIENINY KLIPPEN BELT: ITS TECTONIC STRUCTURE AND EVOLUTION by M. G. Leonov

“…The article describes the paleo-evolution and characteristics of the Pieniny klippen belt, a major tectonic structure of the Carpathians and one of the largest linear tectonic zones in the Alpine-Himalayan folded belt.…”
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The Structure Design of Single Locomotive Bearing-examining Machine by 李小勇, 曾承志, 宋辛晖, 王定晓

“…Principle, characteristics, composition, performance and technique parameter of structure design of JK11412 bearing examination machine were introduced. …”
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Innovation in Active Vibration Control Strategy of Intelligent Structures by A. Moutsopoulou, G. E. Stavroulakis, A. Pouliezos

“…Large amplitudes and attenuating vibration periods result in fatigue, instability, and poor structural performance. In light of past approaches in this field, this paper intends to discuss some innovative approaches in vibration control of intelligent structures, particularly in the case of structures with embedded piezoelectric materials. …”
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Study on separation, purification and chemical structure of Curdlan polysaccharide by LI Zhi-ang, LI Wei-qi, YAN Ban-gan, He Guo-qing

“…CD-2 was composed of only glucose, which was proved by paper chromatography analysis after complete hydrolysis of the pure sample by sulfuric acid. And the chemical structure of CD-2 was indicated as a kind of linear glucan linked by β- (1, 3) linkage by infrared spectroscopy and ¹³C-NMR.…”
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Structuring groups for gender equitable equipment usage in labs by Matthew Dew, Emily M. Stump, N. G. Holmes

“…In this work, we use hierarchical linear modeling to compare men and women’s lab equipment usage in two group work structures across three course contexts. …”
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Hysteretic Live Load Effect in Soil-Steel Structure by Maciej SOBÓTKA, Czesław MACHELSKI

“…This paper deals with the mechanical behaviour of soil-steel structures subjected to live loads. The results of the full scale experiment show that the deformation of such structures is affected not only by the location and intensity of the load, but also by the direction of its movement. …”
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Effect of polymer structure and additives on silane grafting of polyethylene

“…Here, the silane grafting reactions of low density (LDPE), linear low density (LLDPE) and high density polyethylene (HDPE) were compared, all with a fixed amount of silane (vinyltrimethoxysilane) and peroxide (dicumylperoxide). …”
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