Digital Twins

PART I: Introduction and foundations of digital twins<br>1. Introduction - Bedir Tekinerdogan and Cor Verdouw<br>2. Modeling artificial intelligence integration in digital twins: a systematic survey - Bedir Tekinerdogan and Cor Verdouw<br>3. Autonomous digital twins: foundations, challenges, and future directions - Wallace Manzano, Valdemar V. Graciano Neto, Bedir Tekinerdogan and Elisa Y. Nakagawa<br><br>PART II: AI integration in digital twins<br>4. System engineering and artificial intelligence integration principles of digital-twins for tactical edge environments - Muhammad A. Chauhan, Iqbal Gondal, Muhammad A. Babar and Haifeng Shen<br>5. Artificial intelligence-augmented digital twins: a comparative study of machine learning and large language model integration in smart systems - Yara Ayman Abouelenin and Manar Jammal<br>6. Enhancing Internet of Things security through artificial intelligence and digital twins - Adela N. Videsjorden, Arda Goknil, Ashish Rauniyar, Erik J. Husom, Rustem Dautov, Leonard Tudorache and Ivan Kurtev<br>7. Digital twins for artificial intelligencebased simulation of upcoming payment trends - Andreas Speck, Thomas Stuht and Melanie Roering<br>8. Optimizing agricultural sustainability: integrating the power of digital twin and artificial intelligence for renewable energy management - Hikmet Can Doğancı and Ebru Gökalp<br>9. Towards intelligent immersive systems: the convergence of digital twins, extended reality, and artificial intelligence - Seyedehfaezeh M. Parsa, Bedir Tekinerdogan, William Hurst and Majid Zare-Bidaki<br>10. Cloud-native digital twins for enhanced autonomous vehicle safety - George Daoud, Zubair Islam, Mohammad Yasser Zaki, Mohamed El-Darieby and Reza R. Far<br><br>PART III: Software and systems engineering<br>11. Enhancing automation and manufacturing with digital twin systems - Sarthak Jindal, Atul Mishra and Alok Mishra<br>12. Exploring the concept and use of organizational digital twin - Maria-Isabel Sanchez-Segura, Fuensanta Medina- Dominguez and Juan-Miguel Gomez-Berbis<br>13. Data clumps as structural indicators in digital twin software: a static analysis perspective - Nils Baumgartner, Alexander Tessmer, Padma Iyenghar and Elke Pulvermüller<br>14. Intent-based unmanned aerial vehicle control: enabling unmanned aerial vehicle autonomy through large language model-based digital twin control - Hediye Orhan, Esma Nisa Candan, Alperen Eroğlu and Hüseyin Haklı<br>15. DevOps for and by digital twins leveraging virtual replicas in continuous software engineering - Gwendal Beaumont, Antoine Beugnard, Jannik Laval, Salvador Martínez, Souad R. Chaniour, Christelle Urtado, Sylvain Vauttier and Bérenger Akodo<br><br>PART IV: Application domains<br>16. Digital twin underwater game engine environment for generating deep learning fish detection datasets - Ivan Nikolov, Sebastian Whitehead, Jonas Lind, Rasmus Jacobsen, Arlonsompoon Lind and Mads Sørensen<br>17. Toward digital twins in the petroleum industry: opportunities and challenges - Marya Al Amri, William Hurst, Kwabena Bennin and Bedir Tekinerdogan<br>18. The digital twin revolution: optimizing healthcare built environments for safety, efficiency, and resiliency - Marwa Elkashif and Alshimaa A. Farag<br>19. Reducing errors in disaster management data with digital-twin architecture - Yusuf Kaşan, Mehmet Akşit, Umutcan Ayasandır, Nail Karabay and Seher Turan<br>20. Digital twins for disaster management: mitigating structural obstacles in the response pipeline - Togay Yazar, Yusuf Kaşan, Seher Turan and Mehmet Akşit<br>21. Digital twin-based reference architecture for smart greenhouses - Gürkan Soykan, Önder Babur, Qingzhi Liu and Bedir Tekinerdogan<br><br>Conclusion<br>Acknowledgements<br>References<br>Index