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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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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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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Design of a Mobile Mechanical Structure for Agricultural Robots. by Musinguzi Bosco

“…This report covers the design of a mobile mechanical structure for agricultural robots that will fit in the current crop spacing using the extendable link mechanism based on a four bar link mechanism linear actuator. …”
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Design of a Mobile Mechanical Structure for Agricultural Robots. by Musinguzi Bosco

“…This report covers the design of a mobile mechanical structure for agricultural robots that will fit in the current crop spacing using the extendable link mechanism based on a four bar link mechanism linear actuator. …”
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Design of a Mobile Mechanical Structure for Agricultural Robots. by Musinguzi, Bosco

“…This report covers the design of a mobile mechanical structure for agricultural robots that will fit in the current crop spacing using the extendable link mechanism based on a four bar link mechanism linear actuator. …”
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The phenomenology of inertial kinematics in the structure of forming motor adaptations by U. A. Lukashevich, U. U. Ponomarev, U. E. Mitskevich, S. V. Gubkin, Y. A. Gavrilovich, E. A. Zhurko, A. N. Kipel

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Linking abiotic conditions to mosquito assemblage structure in bromeliads by Antônio Ralph Medeiros-Sousa, Rafael de Oliveira-Christe, Walter Ceretti-Junior, Karolina Morales Barrio-Nuevo, Eduardo Evangelista, Ramon Wilk-da-Silva, Luis Filipe Mucci, Marcia Bicudo de Paula, Mauro Toledo Marrelli

“…Relationships between variables were tested using generalized linear mixed-effects models and structural equation modeling (Piecewise SEM). …”
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Challenges of organizing non-stationary retail structures in the urban fabric of Khabarovsk by L. G. Dyachkova, Yu. V. Ordynskaya, K. S. Ilyin

“…This study examines the organization of retail modules and linear retail structures in Khabarovsk, that shaping public perception of accessible, high-quality goods and services. …”
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A review on Linear Fresnel Reflector (LFR) as a solar line concentrator in polygeneration for low-medium temperature applications among the rural livelihoods by Sanju John Thomas, Sudhansu S. Sahoo, Sheffy Thomas, Ajith Kumar G, Mohamed M. Awad

“…Parabolic trough collectors (PTC), heliostats, and Linear Fresnel Reflectors (LFR) are solar concentrators used for high-temperature steam generation. …”
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Vibration of Multi-Chamber Shell Structures with Discontinuously Variable Cross-Sections by J. Drewko, M. Sperski

“…equations describing vibrations of a multichamber prismatic shell made of a linear-elastic orthotropic material. The solution is used to construct the equations of forced vibrations of a structure consisting of a series of interconnected shells of various cross-sections. …”
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Shape Optimization of 2D Elastic Structures Using Adaptne Grids by W. Gutkowski, J. Zawidzka

“… The paper deals with an effective adaptive method for 2D shape optimization of linear elastic structures. The design objective is to find the shape of the kinematically unconstrained boundary assuring minimum volume of the structural material with constraints imposed on equivalent stresses. …”
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Quasi-optimal discriminator of the two-channel angular coordinates measurer of the fast fluctuating signal source in the radar with linear scanning of the antenna direction pattern by M. M. Bulash, I. N. Davidenko, S. V. Shalyapin

“…Considering the synthesis of the quasi-optimal two-channel discriminator structure of the angle meter of the fast fluctuating signal source for using a linear scanning of the antenna pattern. …”
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Formation and investigation of characteristics of thermoresistive structures based on vanadium oxide films by T. D. Nguyen, A. I. Zanko, D. A. Golosov, S. M. Zavadski, S. N. Melnikov, V. V. Kolos, N. К. Тоlochko

“…Preliminary ion cleaning can significantly improve the linearity of the IV characteristic. The most linear IV characteristics were obtained for Ti contacts. …”
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Estimation of Beginning Points of Cross-Shore Sandbars Using Artificial Neural Network by Mert SABANCIOGLU, Mustafa DEMIRCI, Yunus Ziya KAYA

“…Sediment transport is critical for the design of coastal structures. In this paper, beginning points of cross-shore sandbars predicted using artificial neural network (ANN), multi-linear regression (MLR), and Quadratic-Multivariable Regression (Q-MR). …”
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Evaluating Optimal Deep Learning Models for Freshness Assessment of Silver Barb Through Technique for Order Preference by Similarity to Ideal Solution with Linear Programming by Atchara Choompol, Sarayut Gonwirat, Narong Wichapa, Anucha Sriburum, Sarayut Thitapars, Thanakorn Yarnguy, Noppakun Thongmual, Waraporn Warorot, Kiatipong Charoenjit, Ronnachai Sangmuenmao

“…The models were evaluated based on classification accuracy, inference speed, and computational efficiency, with Technique for Order Preference by Similarity to Ideal Solution with Linear Programming (TOPSIS-LP) applied as a multi-criteria decision-making approach. …”
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Enhanced RF analog linearity in metal gate modulated heterojunction based uniform TFET for label-free detection of dengue NS1 protein by Ranjith Kumar T, Lakshmi Priya G

“…This enhanced performance occurs because of structural asymmetry which makes it suitable for high-end RF and biosensing purposes while reaching a peak transconductance of 536 µS. …”
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NONLINEAR PROPERTIES OF BARIUM TITANATE CERAMICS by IVAYLO LAZAROV, ANKA ZHEGLOVA

“…The influence of the temperature of sintering on the values of the dielectric permittivity on the structural properties has been determined. The influence of the quantity of the added material on the temperature dependencies and the non-linear properties of the ceramics have been analyzed. …”
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Structural Health Monitoring under Nonlinear Environmental or Operational Influences by Jyrki Kullaa

“…Vibration-based structural health monitoring is based on detecting changes in the dynamic characteristics of the structure. …”
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COMPARATIVE STRUCTURAL STABILITY OF HISTONES BY INTERACTION OF SODIUM NDODECYL SULPHATE

“…The enthalpies of interaction and the spectroscopic data suggest different structural stability for histones-SDS interaction. The linear relation between enthaly and absorbtion was determined by the equation of m= , where m is the stability coefficient of histones-SDS interaction indicating the relationship of the structural stability of histones-SDS complexes.…”
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