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Adapting Behavioral Interventions for a Changing Public Health Context: A Worked Example of Implementing a Digital Intervention During a Global Pandemic Using Rapid Optimisation Me...
Published 2021-04-01“…This paper provides a set of iterative methods to rapidly adapt and optimize an intervention during implementation. …”
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The Essential Role of Taxonomic Expertise in the Creation of DNA Databases for the Identification and Delimitation of Southeast Asian Ambrosia Beetle Species (Curculionidae: Scolyt...
Published 2020-02-01“…Tree, distance, and iterative methods were used to assess the identification and delimitation of species. …”
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Improving thermodynamic profile retrievals from microwave radiometers by including radio acoustic sounding system (RASS) observations
Published 2022-01-01“…<p>Thermodynamic profiles are often retrieved from the multi-wavelength brightness temperature observations made by microwave radiometers (MWRs) using regression methods (linear, quadratic approaches), artificial intelligence (neural networks), or physical iterative methods. Regression and neural network methods are tuned to mean conditions derived from a climatological dataset of thermodynamic profiles collected nearby. …”
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The Functional Relationship of Sediment Transport under Various Simulated Rainfall Conditions
Published 2022-03-01“…The relationship indicates that 63.6% to 72.44% of the variance in the independent parameters is in relation to the dependent parameter. From the iteration method, the estimation of constant and regression coefficient values is presented in the form of the general formula for linear and nonlinear model equations. …”
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Using Deep Learning to Understand and Design Heterogeneous Materials
Published 2024“…We introduce a framework that integrates multiple deep learning (DL) models to tackle a typical inverse problem efficiently, circumventing the need for costly iterative methods and provides new solutions to addressing ill-posed inverse problem where multiple solutions may exist for a single observation. …”
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3786
Pragmatic solvers for 3D Stokes and elasticity problems with heterogeneous coefficients: evaluating modern incomplete LDL<sup><i>T</i></sup> preconditioners
Published 2020-11-01“…Incomplete LDL<span class="inline-formula"><sup><i>T</i></sup></span> (ILDL) factorizations, with symmetric maximum weighted-matching preprocessing, used as preconditioners for Krylov (iterative) methods, have emerged as an efficient means to solve indefinite systems. …”
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Study of Time-Fractional Nonlinear Model Governing Unsteady Flow of Polytropic Gas
Published 2023-03-01“…The <sub><i>O</i></sub>HA<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi mathvariant="double-struck">J</mi></semantics></math></inline-formula>TM is the hybrid method, where optimal-homotopy analysis method (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mrow></mrow><mi>O</mi></msub></semantics></math></inline-formula>HAM) is utilized after implementing the properties of <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi mathvariant="double-struck">J</mi></semantics></math></inline-formula>-transform (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi mathvariant="double-struck">J</mi></semantics></math></inline-formula>T), and in <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi mathvariant="double-struck">J</mi></semantics></math></inline-formula>-VITM is the <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi mathvariant="double-struck">J</mi></semantics></math></inline-formula>-transform-based variational iteration method. Banach’s fixed point approach is adopted to analyze the convergence of these methods. …”
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The Smallest Singular Value Anomaly and the Condition Number Anomaly
Published 2022-02-01“…The practical importance of these phenomena lies in the use of iterative methods for solving large linear systems, since several iterative solvers have the property that a large condition number results in a slow rate of convergence, while a small condition number yields fast convergence. …”
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Form Follows Force: A theoretical framework for Structural Morphology, and Form-Finding research on shell structures
Published 2018-02-01“…Two Form-Control strategies are developed by combining two simple optimisation algorithms (the Newton-Raphson method and the inverse iteration method) with the VFIFE method. These strategies can help designers determine the structurally efficient forms more easily and more efficiently than some relatively complicated and time-consuming optimisation algorithms (Chapter 6)…”
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