Computational Science and Its Applications – ICCSA 2024 Workshops : Hanoi, Vietnam, July 1–4, 2024, Proceedings, Part IV / edited by Osvaldo Gervasi, Beniamino Murgante, Chiara Garau, David Taniar, Ana Maria A. C. Rocha, Maria Noelia Faginas Lago.

Format:

Book

Author/Creator:

Gervasi, Osvaldo.

Contributor:

Murgante, Beniamino.

Garau, Chiara.

Taniar, David.

C. Rocha, Ana Maria A.

Faginas Lago, Maria Noelia.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 14818

Language:

English

Subjects (All):

Computer networks.

Computer science.

Computer engineering.

Artificial intelligence.

Computer systems.

Computer Communication Networks.

Computer Science.

Computer Engineering and Networks.

Artificial Intelligence.

Computer System Implementation.

Local Subjects:

Computer Communication Networks.

Computer Science.

Computer Engineering and Networks.

Artificial Intelligence.

Computer System Implementation.

Physical Description:

1 online resource (500 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

This eleven-volume set LNCS 14815 – 14825 constitutes the refereed workshop proceedings of the 24th International Conference on Computational Science and Its Applications, ICCSA 2024, held at Hanoi, Vietnam, during July 1–4, 2024. The 281 full papers, 17 short papers and 2 PHD showcase papers included in this volume were carefully reviewed and selected from a total of 450 submissions. In addition, the conference consisted of 55 workshops, focusing on very topical issues of importance to science, technology and society: from new mathematical approaches for solving complex computational systems, to information and knowledge in the Internet of Things, new statistical and optimization methods, several Artificial Intelligence approaches, sustainability issues, smart cities and related technologies.

Contents:

Intro

Preface

Welcome Message from Organizers

Organization

Plenary Lectures

Harnessing Artificial Intelligence for Enhanced Spatial Analysis of Natural Hazard Assessments

Software Engineering Research in a New Situation

Interpretability and Privacy Preservation in Large Language Models (LLMs)

Contents - Part IV

Workshop on Computational Science and HPC (CSHPC 2024)

Performance Evaluation of Accelerated Complex Multiple-Precision LU Decomposition

1 Introduction

2 Acceleration of Complex Basic Linear Computation

2.1 3M Method for Complex Linear Computation

2.2 Acceleration Using AVX2 SIMDization

2.3 Parallelization with OpenMP

2.4 Benchmark Test for Complex Matrix Multiplication

3 Acceleration of Multiple-Precision Complex LU Decomposition

4 Benchmark Test of Complex LU Decomposition

4.1 DD-Precision Computation

4.2 QD-Precision Computing

4.3 TD-Precision Computing

4.4 Summary of High-Performance Complex LU Decomposition

5 Conclusion and Future Works

References

Innovative Integration of Machine Learning Techniques for Early Prediction of Metabolic Syndrome Risk Factors

2 Theoretical Framework

3 Proposed Method

3.1 Simplified Model Algorithm

4 Experimental Design

4.1 Dataset Characteristics

5 Experimentation

6 Results and Discussion

7 Conclusions

Computational Astrochemistry (CompAstro 2024)

The He+. + CH3CN Charge-Exchange Reaction: A Combined Semi-empirical and Quantum Chemical Study

2 Theoretical Methods

2.1 Electronic Structure Calculations

2.2 Semi-empirical Analysis of the Non-covalent Interactions

3 Results

3.1 Electronic Structure Calculations

3.2 PES in the Entrance and Exit Channel

4 Conclusions

References.

Data Analysis of Molecular Dications Fragmentation Processes by Double Photoionization with Synchrotron Radiation

1.1 Double Photoionization Studies

1.2 Electron-Ion-Ion Coincidence Measurements

2 Experimental Setup

2.1 The Allene Sample

2.2 ARPES 3D Ion Imaging End Station

3 Data Analysis

3.1 Ionization Thresholds

3.2 Kinetic Energy Releases

3.3 Metastable Lifetime

A Computational Strategy for the Theoretical Investigation of the Reactions Between Atomic Oxygen and Aromatic Compounds

2 Computational Details

3 Results and Discussion

3.1 O(3P) + toluene

3.2 O(3P) + ethylbenzene

The Challenge of Characterizing Bimolecular Reactions of Aromatic Compounds via Computational Chemistry. the Case of the N(2D) + Pyridine Reaction and Implications in the Chemistry of the Thermosphere of Titan

2 Theoretical Methods: Electronic Structure Calculations

3.1 Potential Energy Surface

3.2 Benchmark Analysis

Econometric and Multidimensional Evaluation in Urban Environment (EMEUE 2024)

SDGs Localization: A New Tool for a Comprehensive Assessment of Neighbourhood Sustainability

2 The SDGs Assessment Tool: Methodology

2.1 Strategy and Policy: Build a Common Vision

2.2 Selection of Representative Indicators

2.3 Identification of SDGs "Urban Targets"

2.4 Definition of Local Indicators

3 Conclusions

Relationship Between Real Estate Indices and Inflation Trends: An Application to the European Residential Property Market

2 Aim

3 Literature Review

4 Methodology

5 Case Study

5.1 Correlation Analysis for Indicators Comparison.

5.2 Correlation Analysis for Geographical Comparison

5.3 Conclusions for Investment Portfolio

6 Conclusions

An Evaluation Method of the Building Decarbonization Process at the International Level

2 Material and Method

2.1 Carbon Risk Real Estate Monitor (CRREM)

2.2 Method

3 Operational Methodology and Results

3.1 Pairwise Comparison

3.2 Identifying the Real Estate Sector Class Most Responsible for GHG Emissions for Each Nation

3.3 Construction of the IBDP

4 GHG Emission Driver

4.1 Etiological Analysis

5 Conclusions and Future Insights

Applications and Economic Profiles of the Turnkey Contract Business Model

2 Literature Review

3 Method

3.1 Multiple Correspondence Analysis (MCA)

3.2 Cluster Analysis: K-modes Algorithm

4 Data

5 Results and Discussion

5.1 Multiple Correspondence Analysis (MCA)

5.2 Cluster Analysis: K-modes Algorithm

5.3 Discussion

Comparative Analysis of Economic Evaluation Techniques for Healthcare Initiatives

3 European Financial Framework in Healthcare

3.1 European Union Strategies

3.2 NRRP in Italy, a Focus on Mission 6: Health

4 Economic Appraisal in Healthcare

4.1 Comparative Analysis of the Main Used Health Economic Evaluation Techniques

4.2 Common Pitfalls of Health Economic Appraisal

5 Conclusion and Future Insights

Healthcare Investments Valuation. A Case Study of a Property in Disuse to Be Enhanced in a Nursing Home

3 Framework

3.1 Statistics

3.2 Tariffs

3.3 Market

4 Case Study

4.1 Market Analysis

4.2 Design

4.3 Valuation

5 Conclusions

Port Cities and Evaluation: A Literature Review to Explore Their Interplay in Planning.

1 Introduction

2 Material and Methods

4 Discussion and Conclusions

Environmental, Social, Governance of Energy Planning (ESGEP 2024)

Assessing the Optimal Scenario of Collective Self-Consumption Groups in Net Zero Condominiums

2 Methodology

3 Case Study

4 Results and Conclusions

Urban Energy Redevelopment Projects: A Protocol for Economic and Financial Risk Assessment Under Public Incentive Policies

2 Literature Review and Regulatory Framework

2.1 Recent Research on Energy Efficiency in Urban Areas

2.2 International Energy Policies Based on Public Incentives and Tax Deductions

2.3 Italian Energy Policies Based on Public Incentives and Tax Deductions

2.4 The ALARP Principle

3 The Protocol

A Conceptual Framework to Address Collective Energy Initiatives' Spatial Impacts at the City Level: An Ongoing Attempt

3 The Literature Review

Planning Renewable Energy Communities in Intermediate Areas. A Case of Study

2 Methodological Path and Aim of the Work

3 A Case of Study

3.1 Input Data and Processing

4 Results and Discussion

4.1 Energy Poverty Map

4.2 Constraints Map

4.3 Priority Areas Map

5 Conclusion

Ecosystem Services in Spatial Planning for Climate Neutral Urban and Rural Areas (ESSP 2024)

Strategic Environmental Assessment as a Tool to Embed Climate Change Adaptation in Urban Planning. The Case of Four Italian Cities

2 Methods and Materials

3.1 Hydrogeological Instability

3.2 Urban Settlements

3.3 Transportation Network

4 Policy Implications

From Global to Local Scenarios of Climate Change Impact on Natural Resources. The Role of Regional Planning in an Inner Area of South of Italy

1 Introduction and Structure of the Paper

2 IPCC Scenarios

2.1 Actual State

2.2 Long-Term Scenario

2.3 Short-Term Responses

2.4 Scenarios for Mediterranean Region

3 Case Study. Natural Resources in the Province of Avellino

3.1 Soil, Agriculture, Food

3.2 Water

3.3 Energy

4 Local Scenario

4.1 Elements Influencing the Scenario

4.2 The Scenario

5 Recommendation for the Future Regional Planning

Exploring Urban Metabolism Through Ecosystem Services Mapping: The Case Study of Turin (Italy)

2.1 Study Area

2.2 Ecosystem Services Mapping

2.3 Air Purification Assessment

3.1 The Distribution of Ecosystem Services

3.2 The Assessment of Air Purification

4 Discussion

4.1 Urban Metabolism and Ecosystem Services Relationships

4.2 Urban Planning Towards Climate Neutrality

4.3 Shortcomings and Further Research

Methodology to Planning Green Infrastructure to Mitigate Landslide Risk

2 Objective

3 Materials and Methods

3.1 Methodology

3.2 Techniques and Instruments

4.1 Hydrogeological Risk in the Campania Region

5 Application

6 Discussion and Perspectives

Regulating Urban Ecosystem Services Unveiled: Empirical Insights on Driving Factors in Cagliari, Italy

2 Materials and Methods

2.2 Spatial Data

2.3 Methods

3.1 Spearman's Rank Correlation Coefficients

3.2 Regressions

Urban Heat Island Phenomenon and Ecosystem Services. A Systematic Review

1 Introduction.

2 Materials and Methods.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9783031652738

3031652738

OCLC:

1453286051