Various Deep Learning Techniques for the Applications in Polymer, Polymer Composite Chemistry, Structures and Processing by Sanaz Mohammadzadeh Koumleh, Hamid Hassanpour, Masoumeh Esmaeili, Akram Gholami

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Pupillary manifolds: uncovering the latent geometrical structures behind phasic changes in pupil size by Elvio Blini, Roberto Arrighi, Giovanni Anobile

“…Here we show that phasic changes in pupil size are inherently low-dimensional, with modes that are highly consistent across behavioral tasks of very different nature, suggesting that these changes occur along pupillary manifolds that are highly constrained by the underlying physiological structures rather than functions. These results provide not only a unified approach to analyze pupillary data, but also the opportunity for physiology and psychology to refer to the same processes by tracing the sources of the reported changes in pupil size in the underlying biology.…”
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Load magnitude and location estimation on additively manufactured circular structures using deep learning by Romaine Byfield, Ibrahim Tansel

“…Two 3D printed stainless steel rocket nozzle type structures with two different sizes and a C shaped tube section were used. …”
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Automated Quantification of Rebar Mesh Inspection in Hidden Engineering Structures via Deep Learning by Yalong Xie, Xianhui Nie, Hongliang Liu, Yifan Shen, Yuming Liu

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Contributions of Social Community Structures on Conflict Management among Pastoral Communities in the Ilemi Triangle by Daniel M. Kitonga, Beatrice Ndiga, Oliver Noonan

“…Drawing from the Systems Theory, the study established how informal community social structures contribute to sustainable conflict management among the pastoralist communities in the Ilemi Triangle. …”
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Mirror mode structures ahead of dipolarization front near the neutral sheet observed by Cluster by G. Q. Wang, T. L. Zhang, M. Volwerk, D. Schmid, W. Baumjohann, R. Nakamura, Z. H. Pan

“…Abstract Magnetic compressional structures ahead of a dipolarization front (DF) on 30 August 2002 are investigated by using Cluster data. …”
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Monitoring the reliability of integrated circuits protection against Trojans: encoding and decoding of combinational structures by L. A. Zolotorevich, V. A. Ilyinkov

“…The initial data for decoding the structure of a digital device is the structural implementation of encoded circuit, obtained, for example, by reverse engineering (prototype design), as well as an activated physical sample of an integrated circuit, when into protected from unauthorized access memory the correct key value is loaded. …”
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Correlation between lithospheric magnetic anomalies and tectonic structures in the Norwegian-Greenland region of the Arctic by D. Yu. Abramova, L. M. Abramova, S. V. Filippov

“…The studies of the deep structure and tectonics of the Arctic are important for solving the fundamental problems of modern geodynamics and developing its natural resources. …”
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Experimental and Numerical Study of Shape Memory Alloys for Vibration Amplitude Reduction in Mechanical Structures by Hyginus Chidiebere Onyekachi Unegbu, Danjuma Saleh Yawas, Bashar Dan-asabe, Abdulmumin Akoredeley Alabi

“…This study explores the effectiveness of Shape Memory Alloys (SMAs) for adaptive vibration control in mechanical structures through both experimental and numerical methods. …”
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A comparison of anatomic and cellular transcriptome structures across 40 human brain diseases. by Yashar Zeighami, Trygve E Bakken, Thomas Nickl-Jockschat, Zeru Peterson, Anil G Jegga, Jeremy A Miller, Jay Schulkin, Alan C Evans, Ed S Lein, Michael Hawrylycz

“…These results describe structural and cellular transcriptomic relationships of disease risk genes in the adult brain and provide a molecular-based strategy for classifying and comparing diseases, potentially identifying novel disease relationships.…”
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Overlapping social structures behind Brazil's cesarean section births: A decomposition analysis. by Surbhi Shrivastava, Heeju Sohn

“…The findings untangle the overlapping social structures that predispose some race and ethnic groups to a greater risk of CS and increase overall CS prevalence in Brazil.…”
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Force Reduction Factor R for Shear Dominated Low-Rise Brick Masonry Structures by N. Ahmad, Q. Ali, M. Javed

“…In-plane quasi-static cyclic tests were conducted on twelve full scale brick masonry walls, to understand behavior of shear-dominated walls under in-plane lateral loads. The tests’ data were analyzed to obtain the lateral shear strength, elastic and inelastic displacement capacities and hysteretic response of walls to facilitate numerical modelling of masonry structures. …”
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Impact Analysis of Price Cap on Bidding Strategies of VPP Considering Imbalance Penalty Structures by Youngkook Song, Yongtae Yoon, Younggyu Jin

“…Simulations were performed under various market conditions using real-world price and generation data from the Korean electricity market. The analysis reveals that higher price cap coefficients lead to greater revenue and more segmented bidding strategies, especially under asymmetric penalty structures. …”
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Predict the degree of secondary structures of the encoding sequences in DNA storage by deep learning model by Wanmin Lin, Ling Chu, Xiangyu Yao, Zhihua Chen, Peng Xu, Wenbin Liu

“…Abstract DNA storage has been widely considered as a promising alternative for exponentially growing data. However, the inherent complex secondary structures severely compromise the processes of synthesis, PCR amplification, and sequencing, interfering with reliable information recovery. …”
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Seismic Damage Detection of Moment Resisting Frame Structures Using Time-Frequency Features by Dongwang Tao, Qiang Ma, Shanyou Li

“…To detect seismic damage of moment resisting frame (MRF) structures, a data-driven method using the fractal dimension (FD) of time-frequency feature (TFF) of structural seismic dynamic responses at measured stories is extended and refined. …”
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Managing the reliability of structures in the mechanism of implementation of end-to-end technologies in innovative ecosystem of the department by V. V. Galayko, A. A. Karpekin

“…An innovative ecosystem is a condition for achieving the effectiveness of innovations in the mechanism for implementing end-to-end technologies, through managing the reliability of structures carried out at regional enterprises. It has a particular impact on the development of regional industry, ensuring a reduction in the cost of products and economic sectors through the production of high-tech products.Goal. …”
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Estimation of S-wave velocity structures of Tainan area, Taiwan, using array records of microtremors by Huey-Chu Huang, Jung-Huang Chen, Cheng-Feng Wu, Tien-Han Shih

“…Abstract In this study, the shallow S-wave velocity structures beneath the Tainan area, Taiwan are investigated using microtremor array measurements at 18 sites. …”
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Differences in Functional Characteristics and Microbial Community Structures of Three Types of High-Temperature Daqu by LIANG Erhong, LI Jinyang, LI Weiwei, ZHU Hua, WANG Kun, ZHANG Chengnan, LIANG Xin, CHEN Xi, SUN Baoguo, LI Xiuting

“…Microbial community structure analysis revealed that Bacillus and Scopulibacillus were the dominant bacteria, and Thermomyces and Thermoascus were the major fungi in all three types of Daqu. …”
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Effect of measurement errors in determining the heat transfer coefficient of the enclosing structures of an isothermal car by A. A. GOLUBIN, N. V. BELOVA, S. N. NAUMENKO

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Segmentation of Spatial Crack Structures in Concrete by Deep Learning Enabling Image Based Characterization by Anna Nowacka, Katja Schladitz, Szymon Grzesiak, Matthias Pahn

“…Cracks in concrete structures are an integral part of this heterogeneous material. …”
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