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E-grāmata: Numerical Computations: Theory and Algorithms: 4th International Conference, NUMTA 2023, Pizzo Calabro, Italy, June 14-20, 2023 Revised Selected Papers, Part III

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  • Formāts: EPUB+DRM
  • Sērija : Lecture Notes in Computer Science 14478
  • Izdošanas datums: 31-Dec-2024
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031812477
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Numerical Computations: Theory and Algorithms: 4th International Conference, NUMTA 2023, Pizzo Calabro, Italy, June 14-20, 2023 Revised Selected Papers, Part IIIPalielināt
  • Formāts: EPUB+DRM
  • Sērija : Lecture Notes in Computer Science 14478
  • Izdošanas datums: 31-Dec-2024
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031812477
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The three-volume set LNCS 14476-14478 constitutes the post conference proceedings of the 4th International Conference on Numerical Computations: Theory and Algorithms, NUMTA 2023, held in Pizzo Calabro, Italy, during June 14-20, 2023.





The 45 full papers presented in this book together with 60 short papers were carefully reviewed and selected from 170 submissions.





The papers focus on topics such as: continuous and discrete single- and multi-objective problems, local, global and large-scale optimization, classification in machine learning, optimal control, and applications; computational and applied mathematics (such as approximation theory, computational geometry, computational fluid dynamics, dynamical systems and differential equations, numerical algebra, etc.) and applications in engineering and science; numerical models, methods and software using traditional and emerging high-performance computational tools and paradigms (including the infinity and quantum computing) and their application in artificial intelligence and data science, bioinformatics, economics and management, engineering and technology, mathematical education, number theory and foundations of mathematics, etc.
Circuit-Based Numerical Solutions of Transmission Lines: Application to
Korteweg-de Vries Equations.- Deep Learning Methods for fMRI
Classification.- Deep Learning for Scoliosis Diagnosis: Methods and
Databases.- Understanding Spreading Dynamics of COVID-19 by Mining Human
Mobility Patterns.- Variational Quantum Algorithms for Gibbs State
Preparation.- Towards a Parallel Code for Cellular Behavior in Vitro
Prediction.- Combinators as Observable Presheaves: A Characterization in the
Grossone Framework.- Applying Variational Quantum Classifier on Acceptability
Judgements: A QNLP experiment.- Unimaginable Numbers: A Case Study as a
Starting Point for an Educational Experimentation.- Some Notes on a
Continuous Class of Octagons.- Game Theory Presented to Italian High School
Students in Connection with Infinity Computing.- Meta Discussion Pedagogical
Model to Foster Mathematics Teacher's Professional Development.- A
Variational Quantum Soft Actor-Critic Algorithm for Continuous Control
Tasks.- Named Entity Recognition to Extract Knowledge from Clinical
Texts.- Applied Mathematical Modelling in the Physics Problem-Solving
Classroom.- AIR SAFE: Leveraging IoT Sensors and AI Models to Foster Optimal
Indoor Conditions.- Unimaginable Numbers and Infinity Computing at School: An
Experimentation in Northern Italy.- The Cantor-Vitali Function and Infinity
Computing.- New Probabilistic Methods for Generating Risk Maps.- How to Deal
with Different Densities of Urban Spatial Data? A Comparison of Clustering
Approaches to Detect City Hotspots.- The Impact of Vectorization on The
Efficiency of a Parallel PIC Code for Numerical Simulation of Plasma Dynamics
in Open Trap.- Algorithms for Design with CNC Machines: The Case Study of
Wood Furniture.- PyGrossone: A Python Library for the Infinity
Computer.- Towards Reproducible Research in Machine Learning via
Blockchain.- Dossier Classification to Support Workflow Management
Optimization.- Self-Sovereign Identification of IoT Devices by Using
Physically Unclonable Functions and Blockchain.- Introducing Nondum, a
Mathematical Notation for Computation with Approximations.- Visualization of
Multilayer Networks.- Legal Systems and Fractals, Towards Infinity
Computing.- Exploit Innovative Computer Architecture with Molecular
Dynamics.- A Sentiment Analysis on Reviews of Italian Healthcare.-A Numerical
Approach to Basic Calculus.- Modelling Hyperentanglement for Quantum
Information Processes.- An Innovative Sentiment Analysis Model for COVID-19
Tweets.- Exploring Hierarchical MPI Reduction Collective Algorithms Targeted
to Multicore Node Clusters.
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