Predicting amyloid proteins using attention-based long short-term memory by Zhuowen Li

“…In this study, we develop a computational model for in silico identification of amyloid proteins using bidirectional long short-term memory in combination with an attention mechanism. …”
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Learning predictive signatures of HLA type from T-cell repertoires. by María Ruiz Ortega, Mikhail V Pogorelyy, Anastasia A Minervina, Paul G Thomas, Thierry Mora, Aleksandra M Walczak

“…Using our TCR-HLA associations, we trained a computational model to predict the HLA type of individuals from their TCR repertoire alone. …”
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Social observation differentially affects prosocial learning of selfish and prosocial people by Yuri Kim, Kun Il Kim, Hackjin Kim

“…A total of 102 participants were randomly assigned to either the observation or control group while performing a two-armed bandit task under self- and other-reward conditions, and their behavioral outcomes were analyzed using a reinforcement learning computational model. Under social observation, participants who were previously less prosocial exhibited increased prosocial learning. …”
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Numerical Computation of Turbulent Flow and Heat Transfer in a Radially Rotating Channel with Wall Conduction by Frank K. T. Lin, G. J. Hwang, S.-C. Wong, C. Y. Soong

“…Reynolds-averaged Navier-Stokes and energy equations with a two-layer turbulence model are employed as the computational model of the flow and temperature fields. …”
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Failure and Ejection Behavior of Concrete Materials under Internal Blast by Haifu Wang, Jianguang Xiao, Yuanfeng Zheng, Qingbo Yu

“…The results indicate that the ejection velocity declines monotonously with the increase of the distance to symmetry axis of computational model. On the wall of the prefabricated borehole, two types of fragmented concrete mass are analyzed, and bottom initiation is recommended to eject the fragmented concrete mass effectively. …”
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Image Reconstruction for High-Performance Electrical Capacitance Tomography System Using Deep Learning by Yanpeng Zhang, Deyun Chen

“…An optimization model for imaging is generated as a powerful optimizer for building a computational model to ameliorate the reconstruction accuracy. …”
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Age-Dependent Small-Animal Internal Radiation Dosimetry by Tianwu Xie, Habib Zaidi

“…A series of rat models at different age periods were constructed based on the realistic four-dimensional digital rat whole-body (ROBY) computational model. Particle transport was simulated using the MCNPX Monte Carlo code. …”
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A Thermo-Hygro-Coupled Model for Chloride Penetration in Concrete Structures by Nattapong Damrongwiriyanupap, Suchart Limkatanyu, Yunping Xi

“…This paper presents a theoretical and computational model for chloride diffusion in concrete structures. …”
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Optimized convolutional neural network using African vulture optimization algorithm for the detection of exons by K. Jayasree, Malaya Kumar Hota

“…So, an efficient computational model is needed. Therefore, for the first time, we are introducing an optimized convolutional neural network (optCNN) for classifying the exons and introns. …”
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Large-Scale Construction Waste Mountain-Mounding Technology Based on the Project in Meibei Lake Scenic Area by Miao Kang, Xiongbin Guo, Shoufu Li, Jincheng Fan, Yufei Xu, Weiye Gu, Teng Wang

“…A three-dimensional computational model of the site was established, and typical cross-sections were selected for the slope stability calculations and analysis. …”
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A multiscale model of the bone marrow and hematopoiesis by Ariosto Silva, Alexander R. A. Anderson, Robert Gatenby

“…Our goal is the development of a spatially-explicit in silico model of the bone marrow to understand both its normal function and the evolutionary dynamics that govern the emergence of bone marrow malignancy.Here we introduce a multiscale computational model of the bone marrow that incorporates three distinct spatial scales, cell, hematopoietic subunit, whole marrow.Our results, using parameter estimates from literature, recapitulates normal bone marrow function and suggest an explanation for the fractal-like structure of trabeculae and sinuses in the marrow, which would be an optimization of the hematopoietic function in order to maximize the number of mature blood cells produced daily within the volumetric restrictions of the marrow.…”
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Stress Analysis of a Class II MO-Restored Tooth Using a 3D CT-Based Finite Element Model by Yiu Pong Chan, Chak Yin Tang, Bo Gao

“…To build up a solid computational model of a tooth, a method has been proposed to construct a 3D model from 2D CT-scanned images. …”
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Using nonlinear model predictive control to find optimal therapeutic strategies to modulate inflammation by Judy Day, Jonathan Rubin, Gilles Clermont

“…In this work, we pursue this goal by implementing a nonlinear model predictive control (NMPC) algorithm in the context of a reduced computational model of the acute inflammatory response to severe infection. …”
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A Computational Study on the Use of an Aluminium Metal Matrix Composite and Aramid as Alternative Brake Disc and Brake Pad Material by Nosa Idusuyi, Ijeoma Babajide, Oluwaseun. K. Ajayi, Temilola. T. Olugasa

“…A computational model for the heat generation and dissipation in a disk brake during braking and the following release period has been formulated. …”
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Modeling for realistic prediction in photothermal therapy: Validation using data from real interstitial laser therapy for breast cancer by André Maurente, Ícaro K.A. Lucena, Gabriel A.D. Paiva

“…This work focuses on the validation of a computational model developed within the broader context of research aimed at creating a general framework for simulating photothermal therapy. …”
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Aging disrupts the link between network centrality and functional properties of prefrontal neurons during memory-guided behavior by Yadollah Ranjbar-Slamloo, Huee Ru Chong, Tsukasa Kamigaki

“…This relationship, however, deteriorates in middle-aged and older mice. A computational model simulating age-related declines in synaptic plasticity reproduces these results. …”
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Shared entanglement for three-party causal order guessing game by Ryszard Kukulski, Paulina Lewandowska, Karol Życzkowski

“…Our research provides a basis for examining computational model featuring a specific gate set while examining the diverse operations achievable through permutations of its elements.…”
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Meso-mechanics simulation analysis of microwave-assisted mineral liberation by Qin Like, Dai Jun, Yuan Liqun

“…This paper takes rock grains with galena and calcite as the research object to establish a two-dimensional computational model through the finite difference software FLAC2D. …”
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Distinct roles of dentate gyrus and medial entorhinal cortex inputs for phase precession and temporal correlations in the hippocampal CA3 area by Siavash Ahmadi, Takuya Sasaki, Marta Sabariego, Christian Leibold, Stefan Leutgeb, Jill K. Leutgeb

“…DG inputs are essential for preferential spiking of CA3 cells during late theta phases and for organizing the temporal order of neuronal firing, while MEC inputs sharpen the temporal precision throughout the theta cycle. A computational model that accounts for empirical findings suggests that the unique contribution of DG inputs to theta-related spike timing is supported by targeting precisely timed inhibitory oscillations. …”
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Distinct cortico-striatal compartments drive competition between adaptive and automatized behavior. by William H Barnett, Alexey Kuznetsov, Christopher C Lapish

“…Specifically, we develop a computational model of cortico-striatal interactions that performs concurrent goal-directed and habit learning. …”
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