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ANN-based two hidden layers computational procedure for analysis of heat transport dynamics in polymer-based trihybrid Carreau nanofluid flow over needle geometry
Published 2025-06-01Subjects: “…Computational mechanism…”
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Rate Sensitive Continuum Damage Models and Mesh Dependence in Finite Element Analyses
Published 2014-01-01Get full text
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Reliability Analysis of Damaged Beam Spectral Element with Parameter Uncertainties
Published 2015-01-01Get full text
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A Phantom-Node Method with Edge-Based Strain Smoothing for Linear Elastic Fracture Mechanics
Published 2013-01-01Get full text
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Cylindrical Shell with Junctions: Uncertainty Quantification of Free Vibration and Frequency Response Analysis
Published 2018-01-01“…Numerical simulation of thin solids remains one of the challenges in computational mechanics. The 3D elasticity problems of shells of revolution are dimensionally reduced in different ways depending on the symmetries of the configurations resulting in corresponding 2D models. …”
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A strain based Lipschitz regularization for materials undergoing damage
Published 2023-03-01“…Data Driven Computational Mechanics (DDCM) solves the boundary value problem by directly relying on the strain-stress data, bypassing the need for a constitutive model. …”
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Irreducible representation of surface distributions and Piola transformation of external loads sustainable by third gradient continua
Published 2023-04-01“…The presented results allow for the formulation of well-posed boundary condition problems for third gradient continua in the Lagrangian description, and are relevant in computational mechanics. In view of the obtained Piola transformation formulas, the concept of dead loads needs to be modified. …”
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Predicting treatment response to ketamine in treatment-resistant depression using auditory mismatch negativity: Study protocol.
Published 2024-01-01“…Moreover, we aim to link the computational mechanisms to their underlying neural causes and use the parameters of the neurocomputational model to make individual treatment predictions.…”
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An Authentication Approach in a Distributed System Through Synergetic Computing
Published 2025-01-01“…A synergetic computing mechanism is proposed to authenticate the validity of event data in merchandise exchange applications. …”
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An intrusion detection model based on Convolutional Kolmogorov-Arnold Networks
Published 2025-01-01“…Meanwhile, CKAN incorporates a convolutional computational mechanism based on KAN. The model proposed in this paper is constructed by incorporating attention mechanisms into CKAN’s computational logic. …”
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The preference for surprise in reinforcement learning underlies the differences in developmental changes in risk preference between autistic and neurotypical youth
Published 2025-01-01“…Here, we aimed to investigate these changes and underlying computational mechanisms. Method We ran a game-like risk-sensitive reinforcement learning task on 75 participants aged 6–30 years (AUT group, n = 31; NTP group, n = 44). …”
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State of the Art of CFD-DEM Coupled Modeling and Its Application in Turbulent Flow-Induced Soil Erosion
Published 2025-01-01“…It explores various fluid–soil particle interaction computational mechanisms and their implications for erosion dynamics, emphasizing several key aspects, including the following: laminar vs. turbulent flow models: understanding the distinctions between flow regimes is critical for accurately predicting fluid-induced soil particle movement. …”
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