Neuromorphic Computing : Transforming Disaster Management and Resilience in Civil Engineering / by Ali Akbar Firoozi, Ali Asghar Firoozi.

Format:

Book

Author/Creator:

Firoozi, Ali Akbar.

Contributor:

Firoozi, Ali Asghar.

Series:

SpringerBriefs in Applied Sciences and Technology, 2191-5318

Language:

English

Subjects (All):

Engineering--Data processing.

Engineering.

Building information modeling.

Facility management.

Artificial intelligence.

Fire prevention.

Buildings--Protection.

Buildings.

Data Engineering.

Building Information Modeling.

Facility Management.

Intelligence Infrastructure.

Fire Science, Hazard Control, Building Safety.

Local Subjects:

Data Engineering.

Building Information Modeling.

Facility Management.

Intelligence Infrastructure.

Fire Science, Hazard Control, Building Safety.

Physical Description:

1 online resource (94 pages)

Edition:

1st ed. 2024.

Place of Publication:

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

Summary:

This book delves into the transformative potential of neuromorphic computing within the field of civil engineering, specifically focusing on its application to disaster management. With the increasing frequency and severity of natural disasters, traditional disaster management systems face significant challenges in prediction accuracy, response time, and effective resource allocation. Neuromorphic computing, inspired by the neural processes of the human brain, offers a revolutionary approach to addressing these challenges. Through an in-depth exploration, this book outlines the theoretical foundations of neuromorphic computing, its integration into smart infrastructure, and the development of advanced predictive models for natural disasters such as earthquakes, floods, and urban fires. Additionally, it examines the technical, ethical, and social considerations inherent in deploying these technologies, alongside a vision for their future development. The convergence of neuromorphic computing and civil engineering heralds a new era of enhanced resilience, where more informed, rapid, and effective disaster management strategies are not just a possibility but a reality. The book contributes to the discourse on leveraging cutting-edge computing technologies to foster safer, more resilient communities in the face of natural calamities.

Contents:

Chapter 1.Introduction

Chapter 2.Theoretical Foundations

Chapter 3.Disaster Management in Civil Engineering

Chapter 4.Neuromorphic Computing in Smart Infrastructure

Chapter 5.Advanced Predictive Models for Natural Disasters

Chapter 6.Intelligent Decision-Making Frameworks

Chapter 7.Challenges and Limitations

Chapter 8.Case Studies and Real-World Applications

Chapter 9.Ethical, Legal, and Policy Implications

Chapter 10.Toward a Resilient Future: The Path Ahead.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9783031655494

3031655494

OCLC:

1450723308