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    Thoughts on Development and Research of Science,Technology and Engineering Application of Brain & Mind-inspired Computing by LIU Yang, LIU Ruijia, ZHOU Liming, ZUO Xianyu, YANG Wei, ZHOU Yi

    Published 2023-02-01
    “…To develop a new generation of brain-inspired intelligence,we need to comprehensively consider the structure,function and behavior of natural intelligence.Bias in any direction is not comprehensive,and it is difficult to fully touch the essence of intelligence.Based on the structure simulation of nervous system,the function emulation of cognitive system and the behavior imitation of natural intelligence,this paper defines the basic concept of brain & mind-inspired computing(BMC),puts forward the hypothesis,model and framework of BMC,and studies the frontier theory of BMC.Then it explores and analyzes the technical route,core algorithms and key technologies of BMC research,and summarizes the current situation of complex system and engineering application of BMC in the aspects of brain mechanism,mental model and behavior control.Combined with the multidisciplinary and interdisciplinary characteristics of intelligence science,neuroscience,cognitive science,information science and computational mathematics,it further discusses the research paradigm and transdisciplinary construction of BMC,brain-inspired computing and brain-like computing.Reserch of BMC is expected to make a major breakthrough in the scientific theory,technological innovation and engineering system of the new generation of brain-inspired intelligence.…”
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    On Improving Adaptive Problem Decomposition Using Differential Evolution for Large-Scale Optimization Problems by Aleksei Vakhnin, Evgenii Sopov, Eugene Semenkin

    Published 2022-11-01
    “…Modern computational mathematics and informatics for Digital Environments deal with the high dimensionality when designing and optimizing models for various real-world phenomena. …”
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    SIMULATION OF AN AUTOMATIC TEMPERATURE CONTROL SYSTEM FOR THE STABILIZATION CATALYSATE PROCESS IN CONDITIONS OF UNCERTAINTY by Azamat M. Dzhambekov, Boris S. Dmitrievsky

    Published 2022-01-01
    “…Methods: theory of catalytic reforming, modeling, automatic control theory, systems analysis, computational mathematics. Results. The paper posed and solved the problem of studying the stability of the temperature control of the stabilization column under conditions of uncertainty. …”
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    An improved differential transform scheme implementation on the generalized Allen–Cahn​ equation governing oil pollution dynamics in oceanography by Timilehin Kingsley Akinfe, Adedapo Chris Loyinmi

    Published 2022-12-01
    “…Studies in computational mathematics have taken a fantastic aesthetics in interdisciplinary fields as researchers in this area have resiliently adopted constructive methods, schemes, algorithms, and techniques on the nonlinear differential equations, to succinctly analyze the dynamical behavior of established models for which this study has yet, coupled the Elzaki integral transform as a before treatment to complement domain decomposition for increased accuracy and convergence with the projected differential transform method, yielding an improved differential transform technique (EPDTM), on a cogent extract of the generalized oil pollution and spillage’s governing equation viz: the Allen–Cahn equation which describes oil pollution dynamics, reaction–diffusion mechanisms, and mechanics of crystalline solids with an interfacial thickness parameter ɛ, with applications in solid-state physics, imaging, plasma physics, material science and so on, for which material and plasma sciences may benefit from these solutions. …”
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    Preface by Abdon Atangana, Hasan Bulut, Zakia Hammouch, Haci Mehmet Baskonus

    Published 2017-12-01
    “…The main source of the articles in this special issue were the selected papers from those presented at the Second International Conference on Computational Mathematics and Engineering Sciences (CMES2017), which was held on May 20-22, 2017, in Istanbul, Turkey. …”
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