A deep learning approach: Physics-informed neural networks for solving the 2D nonlinear Sine–Gordon equation by Alemayehu Tamirie Deresse, Tamirat Temesgen Dufera

“…We trained the PINNs model and run various tests using Python software as a computational tool. We gave the theoretical error bounds of the proposed approach in approximating the NLSGE. …”
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A novel two stage neighborhood search for flexible job shop scheduling problem considering reconfigurable machine tools by Yanjun Shi, Chengjia Yu, Shiduo Ning

“…Initially, a mixed-integer linear programming (MILP) model is formulated to comprehensively represent the problem. …”
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Multimodal identification of the mouse brain using simultaneous Ca2+ imaging and fMRI by Francesca Mandino, Corey Horien, Xilin Shen, Gabriel Desrosiers-Grégoire, Wendy Luo, Marija Markicevic, R. Todd Constable, Xenophon Papademetris, Mallar M. Chakravarty, Richard F. Betzel, Evelyn M. R. Lake

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An engineering practical three-dimensional sliding cable element by Binlin Xu, Gen He, Fanbo Guo

“…The new three-dimensional sliding cable element USER101 developed in this paper has no difference with the internal self-contained elements of ANSYS, and can be called at any time, which is easy to use in the actual project. It improves the computational accuracy of continuous cable structures and enhances the computational efficiency compared to other programming.…”
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ARK: Aggregation of Reads by K-Means for Estimation of Bacterial Community Composition. by David Koslicki, Saikat Chatterjee, Damon Shahrivar, Alan W Walker, Suzanna C Francis, Louise J Fraser, Mikko Vehkaperä, Yueheng Lan, Jukka Corander

“…ARK is found to improve the fidelity and robustness of several recently introduced methods, with only a modest increase in computational complexity.<h4>Availability</h4>An open source, platform-independent implementation of the method in the Julia programming language is freely available at https://github.com/dkoslicki/ARK. …”
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DBSCAN and DBCV application to open medical records heterogeneous data for identifying clinically significant clusters of patients with neuroblastoma by Davide Chicco, Luca Oneto, Davide Cangelosi

“…Electronic health records of patients with this disease contain valuable data on patients that can be analyzed using computational intelligence and statistical software by biomedical informatics researchers. …”
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Non-overlapping friction element for soil-structure interaction and its application by Tonglu LI, Haitao WANG, Sifan YUAN, Yingzhe LI, Xinglai SUN, Wei SHEN, Yukai FU, Ping LI

“…The corresponding finite element algorithm is established by constructing the element stiffness matrix of the non-overlapping friction element and assembling it into the global stiffness matrix. A computational program is subsequently implemented. Case studies indicate that when the normal stiffness of the Goodman element is sufficiently large, its computational results are essentially consistent with those of the embedded frictionless element, with the latter being the limiting solution as the normal stiffness of the Goodman element continuously increases. …”
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SHADER METAMODEL AS A COMPONENT OF AN INTERACTIVE APPLICATION ARCHITECTURE by V. Kazantsava, Y. Baranouski, Y. Landarski

“…The model separates abstract logical and algorithmic approaches used in modern computer graphics theory from problems of computational resource management. …”
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Genomic and phenomic prediction for soybean seed yield, protein, and oil by Liza Van der Laan, Kyle Parmley, Mojdeh Saadati, Hernan Torres Pacin, Srikanth Panthulugiri, Soumik Sarkar, Baskar Ganapathysubramanian, Aaron Lorenz, Asheesh K. Singh

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Soft skills development in ICT students: an evaluation of teaching methods by university educators by Ariadna Llorens, Enric Trullols, Antoni Pérez-Poch, Nikola Petrović

“…The research surveyed expert lecturers in telecommunications, computer science, and electronics at various technological universities. …”
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Kitlo hematopoietic stem cells exhibit distinct lymphoid-primed chromatin landscapes that enhance thymic reconstitution by Harold K. Elias, Sneha Mitra, Marina B. da Silva, Adhithi Rajagopalan, Brianna Gipson, Nicole Lee, Anastasia I. Kousa, Mohamed A. E. Ali, Simon Grassmann, Rhoshini Raghuraman, Xiaoqun C. Zhang, Susan DeWolf, Melody Smith, Hana Andrlova, Kimon V. Argyropoulos, Roshan Sharma, Teng Fei, Joseph C. Sun, Cynthia E. Dunbar, Christopher Y. Park, Christina S. Leslie, Avinash Bhandoola, Michael G. Kharas, Marcel R. M. van den Brink

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Pintura y escultura digital 3d con ZBrush aplicada a la Arqueología by Marta Ángeles Estalayo Moreno

“…The technology 3D is every day developing by leaps and bounds. Programs like 3D Studio Max, Lightwave, Maya, ZBrush … allow to model in 3D with constant innovations in its palettes of tools and its render systems and resolution. …”
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Calculation of Impurity Diffusion in Siiicon by V. А. Bondarev

“…Such functions make it possible to find approximations from below and above to the solution of the given problem that greatly reduces the calculation time if computer programs for three-dimensional…”
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Мethod of Functional Treatment of Refractive Amblyopia in Children Using Alternating Presentation of Stereo Stimules by S. I. Rychkova, V. G. Likhvantseva

“…Functional treatment was performed using computer programs with sequential use of modes of alternating and non-alternating presentation of stereo stimuli with certain characteristics.Results. …”
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NEW EXPANSIONS OF BOOLEAN FUNCTIONS ON EXCLUSIVE OR OPERATION IN LOGICAL SYSTEMS DESIGN by A. A. Prihozhy

“…The Boolean function expansions and representation forms which are based on exclusive or operation are a key facility for design, test and diagnosis of digital systems and computer programs. The Zhegalkin polynomials, ReedMuller expressions and functional binary decision diagrams are among them. …”
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Machine learning based prediction of cognitive metrics using major biomarkers in SuperAgers by Hyo-Bin Lee, So-Yeon Kwon, Ji-Hae Park, Bori Kim, Geon-Ha Kim, Jang-Hwan Choi, Young Mi Park

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Multi-ancestry meta-analysis of genome-wide association studies discovers 67 new loci associated with chronic back pain by Ian B. Stanaway, Pradeep Suri, Niloofar Afari, Daniel Dochtermann, Armand Gerstenberger, Saiju Pyarajan, Eric J. Roseen, Million Veteran Program, Marianna Gasperi

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An integrative systems-biology approach defines mechanisms of Alzheimer’s disease neurodegeneration by Matthew J. Leventhal, Camila A. Zanella, Byunguk Kang, Jiajie Peng, David Gritsch, Zhixiang Liao, Hassan Bukhari, Tao Wang, Ping-Chieh Pao, Serwah Danquah, Joseph Benetatos, Ralda Nehme, Samouil Farhi, Li-Huei Tsai, Xianjun Dong, Clemens R. Scherzer, Mel B. Feany, Ernest Fraenkel

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Antigen persistence and TLR stimulation contribute to induction of a durable HIV-1-specific neutralizing antibody response by Kenta Matsuda, Mitra Harrison, Eleanor Wettstein, Jessica Pederson, Alyssa A. Pullano, Lyuba Bolkhovitinov, Breanna Kim, Isabel Steinberg, Trevor Griesman, Sarah Stuccio, Daniel Rogan, Andy Patamawenu, Tulley Shofner, Nathaniel E. Wright, Jonathan D. Webber, Freya van’t Veer, Rachel Roenicke, Emma Koory, Peyton M. Roeder, Ellison Ober, Benjamin Leach, Yaroslav Tsybovsky, Tyler Stephens, Ivan Del Moral-Sanchez, Ilja Bontjer, Lori W. McGinnes-Cullen, Eric Chu, Jason Liang, Jonathan L. Torres, Ryan N. Lin, Andy S. Tran, Gabrielle Dziubla, Leonid Serebryannyy, Sandeep Narpala, Bob Lin, Mike Castro, Gabriel Ozorowski, Andrew B. Ward, Rogier W. Sanders, Peter D. Kwong, Javier Guenaga, Richard Wyatt, Trudy Morrison, Mark Connors

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Efficacy of automated detection of motion in wildlife monitoring videos by Bruce G. Marcot, Teresa J. Lorenz, Philip Fischer, Ben G. Weinstein, Samuel Cowell

“…We evaluated the efficacy of a computer program, MotionMeerkat (http://benweinstein.weebly.com/motionmeerkat.html), for automated detection of motion in 21 continuous, 3‐hour‐long videos monitoring woodpecker (Picidae) nest cavities during 2016 in Washington, USA. …”
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