Computational Science – ICCS 2023

Table of Contents

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   Book Overview
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   Chapter 1 Searching B -Smooth Numbers Using Quantum Annealing: Applications to Factorization and Discrete Logarithm Problem
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   Chapter 2 Classification of Hybrid Quantum-Classical Computing
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   Chapter 3 Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization
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   Chapter 4 Black Box Optimization Using QUBO and the Cross Entropy Method
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   Chapter 5 Sub-exponential ML Algorithm for Predicting Ground State Properties
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   Chapter 6 Quantum Factory Method: A Software Engineering Approach to Deal with Incompatibilities in Quantum Libraries
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   Chapter 7 A Polynomial Size Model with Implicit SWAP Gate Counting for Exact Qubit Reordering
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   Chapter 8 Translating Constraints into QUBOs for the Quadratic Knapsack Problem
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    Chapter 9 Qubit: The Game . Teaching Quantum Computing through a Game-Based Approach
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    Chapter 10 Software Aided Approach for Constrained Optimization Based on QAOA Modifications
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    Chapter 11 GCS-Q: Quantum Graph Coalition Structure Generation
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    Chapter 12 Learning qubo Models for Quantum Annealing: A Constraint-Based Approach
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    Chapter 13 TAQOS: A Benchmark Protocol for Quantum Optimization Systems
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    Chapter 14 Enabling Non-linear Quantum Operations Through Variational Quantum Splines
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    Chapter 15 Exploring the Capabilities of Quantum Support Vector Machines for Image Classification on the MNIST Benchmark
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    Chapter 16 Determination of the Lower Bounds of the Goal Function for a Single-Machine Scheduling Problem on D-Wave Quantum Annealer
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    Chapter 17 Simulating Sparse and Shallow Gaussian Boson Sampling
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    Chapter 18 Solving Higher Order Binary Optimization Problems on NISQ Devices: Experiments and Limitations
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    Chapter 19 Constructing Generalized Unitary Group Designs
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    Chapter 20 Multi-objective Quantum-Inspired Genetic Algorithm for Supervised Learning of Deep Classification Models
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    Chapter 21 Numerical Simulation of Virus-Laden Droplets Transport from Lung to Lung by Using Eighth-Generation Airway Model
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    Chapter 22 Constraint Energy Minimizing Generalized Multiscale Finite Element Method for Highly Heterogeneous Compressible Flow
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    Chapter 23 Numerical Simulation of Propeller Hydrodynamics Using the Open Source Software
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    Chapter 24 Numerical Simulation of Supersonic Jet Noise Using Open Source Software
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    Chapter 25 DNS of Thermocapillary Migration of a Bi-dispersed Suspension of Droplets
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    Chapter 26 Unstructured Conservative Level-Set (UCLS) Simulations of Film Boiling Heat Transfer
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    Chapter 27 Deswelling Dynamics of Chemically-Active Polyelectrolyte Gels
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    Chapter 28 Mathematical Modeling and Numerical Simulations for Drug Release from PLGA Particles
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    Chapter 29 Molecular Dynamics Study of Hydrogen Dissolution and Diffusion in Different Nonmetallic Pipe Materials
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    Chapter 30 Component-wise and Unconditionally Energy-Stable VT Flash Calculation
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    Chapter 31 Feasibility and Performance Benefits of Directional Force Fields for the Tactical Conflict Management of UAVs
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    Chapter 32 Payload Level Graph Attention Network for Web Attack Traffic Detection
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    Chapter 33 Feature Importances as a Tool for Root Cause Analysis in Time-Series Events
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    Chapter 34 Smart Head-Mount Obstacle Avoidance Wearable for the Vision Impaired
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    Chapter 35 Multimodal Emotion Classification Supported in the Aggregation of Pre-trained Classification Models
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    Chapter 36 Cyber-physical System Supporting the Production Technology of Steel Mill Products Based on Ladle Furnace Tracking and Sensor Networks
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    Chapter 37 SocHAP: A New Data Driven Explainable Prediction of Battery State of Charge
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    Chapter 38 ATS: A Fully Automatic Troubleshooting System with Efficient Anomaly Detection and Localization
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    Chapter 39 Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment
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    Chapter 40 Quantifying Parking Difficulty with Transport and Prediction Models for Travel Mode Choice Modelling
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    Chapter 41 Cloud Native Approach to the Implementation of an Environmental Monitoring System for Smart City Based on IoT Devices
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    Chapter 42 Prediction of Casting Mechanical Parameters Based on Direct Microstructure Image Analysis Using Deep Neural Network and Graphite Forms Classification
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    Chapter 43 Breaking the Anti-malware: EvoAAttack Based on Genetic Algorithm Against Android Malware Detection Systems
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    Chapter 44 Smart Control System for Sustainable Swimming Pools
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    Chapter 45 Distributionally-Robust Optimization for Sustainable Exploitation of the Infinite-Dimensional Superposition of Affine Processes with an Application to Fish Migration
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    Chapter 46 Global Sensitivity Analysis Using Polynomial Chaos Expansion on the Grassmann Manifold
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    Chapter 47 Fuzzy Solutions of Boundary Problems Using Interval Parametric Integral Equations System
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    Chapter 48 Allocation of Distributed Resources with Group Dependencies and Availability Uncertainties
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    Chapter 49 A Bayesian Optimization Through Sequential Monte Carlo and Statistical Physics-Inspired Techniques
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    Chapter 50 Creating Models for Predictive Maintenance of Field Equipment in the Oil Industry Using Simulation Based Uncertainty Modelling
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    Chapter 51 On the Resolution of Approximation Errors on an Ensemble of Numerical Solutions
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    Chapter 52 Semantic Hashing to Remedy Uncertainties in Ontology-Driven Edge Computing
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    Chapter 53 Ontological Modelling and Social Networks: From Expert Validation to Consolidated Domains
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    Chapter 54 The Idea of a Student Research Project as a Method of Preparing a Student for Professional and Scientific Work
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    Chapter 55 Empirical Studies of Students Behaviour Using Scottie-Go Block Tools to Develop Problem-Solving Experience
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    Chapter 56 Symbolic Calculation Behind Floating-Point Arithmetic: Didactic Examples and Experiment Using CAS
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    Chapter 57 Code Semantics Learning with Deep Neural Networks: An AI-Based Approach for Programming Education
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    Chapter 58 A Framework for Effective Guided Mnemonic Journeys
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    Chapter 59 Analysis of Outcomes from the Gamification of a Collaboration Intensive Course on Computer Networking Basics
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    Chapter 60 Towards an Earned Value Management Didactic Simulator to Engineering Management Teaching