Dynamic Data Driven Applications Systems - 5th International Conference, DDDAS/Infosymbiotics for Reliable AI 2024, New Brunswick, NJ, USA, November 6-8, 2024, Proceedings

This book constitutes the refereed proceedings of the 5th International Conference on Dynamic Data Driven Applications Systems, DDDAS/Infosymbiotics for Reliable AI 2024, held in New Brunswick, NJ, USA, during November 6 8, 2024.
The 43 full papers included in this book were carefully reviewed and selected from 52 submissions. By combining DDDAS and typical AI approaches, the papers address state-of-the-art efforts to create frameworks for enabling new and advanced Science and Technology capabilities to address challenges and create opportunities in important areas, spanning a wide set of areas, such as: materials and aerospace systems; communications networks; energy infrastructures; cyber-security; adverse environmental situations; societal dynamics; computer vision; robotics; laboratory automation; bio-informatics and pharmaceuticals design; and more.

List of contents

.- Introduction to the Proceedings.
.- Introduction to the DDDAS2024 Conference Infosymbiotics/DDDAS and AI: Towards Reliable AI.
.- Plenary Papers.
.- Materials, Aerospace, and Geomechanics Systems Methods.
.- Online Fault Detection for Metal Additive Manufacturing with Data­ Driven Time Series Models.
.- Weight Decay Optimized Unsupervised Autoencoder Based Anomaly Detection in Uncontrolled Dynamic Structural Health Monitoring.

Summary

This book constitutes the refereed proceedings of the 5th International Conference on Dynamic Data Driven Applications Systems, DDDAS/Infosymbiotics for Reliable AI 2024, held in New Brunswick, NJ, USA, during November 6–8, 2024.
The 43 full papers included in this book were carefully reviewed and selected from 52 submissions. By combining DDDAS and typical AI approaches, the papers address state-of-the-art efforts to create frameworks for enabling new and advanced Science and Technology capabilities to address challenges and create opportunities in important areas, spanning a wide set of areas, such as: materials and aerospace systems; communications networks; energy infrastructures; cyber-security; adverse environmental situations; societal dynamics; computer vision; robotics; laboratory automation; bio-informatics and pharmaceuticals design; and more.

Product details

• Assisted by: Erik Blasch (Editor), Frederica Darema (Editor), Dimitris Metaxas (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 04.07.2025
• EAN: 9783031948947
• ISBN: 978-3-0-3194894-7
• No. of pages: 443
• Illustrations: XVI, 443 p. 182 illus., 176 illus. in color.
• Series: Lecture Notes in Computer Science
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Application software; Datenbanken, Mathematik für Ingenieure, Kybernetik und Systemtheorie, Wissensbasierte Systeme, Expertensysteme, Special Purpose and Application-Based Systems, Applied Dynamical Systems, Data Analysis and Big Data, Computer Modelling, multimodal learning, Advanced Manufacturing, DDDAS, InfoSymbiotics, Automation and Robotics, Data Driven Applications Systems, Materials Fundaments & Design, Tracking Systems, Environmental Systems-Assessment/Response, advanced Computer Vision methods, planning and control, Optimization methods Learning Methods and AI/ML Techniques, Explainable and Interpretable Methods, Predictive Digital Twins (DT), DDDAS-based Digital Twins (DT), SecuritySystems Methods, infrastructures, applications, InfoSymbiotic Systems, Reliable AI, Multimodality and Model-based Real-time Decision Support, Dynamic Digital Twins (DT)