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Frontiers in industrial engineering : Purdue Quantum AI : fifth Gavriel Salvendy International Symposium, PQAI 2025, West Lafayette, IN, USA, October 23-24, 2025, Proceedings / Vaneet Aggarwal, David E. Bernal Neira, Denny Yu, editors
Springer Nature - Springer Computer Science eBooks 2026 English International Available online
View online- Format:
- Book
- Conference/Event
- Conference Name:
- Purdue Quantum Artificial Intelligence (Symposium) (2025 : West Lafayette, Ind.)
- Series:
- Communications in computer and information science ; 1865-0937 2724.
- Communications in computer and information science, 1865-0937 ; 2724
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Quantum computing.
- Industrial engineering.
- artificial intelligence.
- industrial engineering.
- Genre:
- proceedings (reports)
- Conference papers and proceedings
- Conference papers and proceedings.
- Physical Description:
- 1 online resource : illustrations
- Other Title:
- PQAI 2025
- Purdue Quantum AI
- Place of Publication:
- Singapore : Springer, [2026]
- Summary:
- "This book constitutes the refereed post-conference proceedings of the Second Gavriel Salvendy International Symposium, on Frontiers in Industrial Engineering - Purdue Quantum AI, PQAI 2025, held in West Lafayette, USA, during October 23-24, 2025. The 10 full papers, 8 short papers, and 2 extended abstracts included in this book were selected from 22 carefully reviewed submissions and seven invited submissions. These papers were categorized under following topical sections: Quantum Machine Learning and Models; Quantum Optimization and Linear Systems; Quantum Cognition and Human-Centered Computing"-- Springer Nature Link
- Contents:
- Quantum artificial intelligence : reinforcement learning, memory models, and self-programming architectures / Samuel Yen-Chi Chen
- Compact quantum modules for scalable fine-tuning in large language models / Emily Jimin Roh and Joongheon Kim
- Robustness of classical and quantum inspired architectures against structured corruptions in vision tasks / Sarika Gauba and Aarav Gauba
- Geometric origin of Fourier coefficients in data-reuploading single-qubit circuits / Seungcheol Oh, Chaemoon Im, Soohyun Park, and Joongheon Kim
- Accelerating tensor ring VQE with batched contraction / Keun Jun Park, Dheeraj Peddireddy, and Vaneet Aggarwal
- Satellite constellation scheduling with quantum reinforcement learning / Gyu Seon Kim, Samuel Yen-Chi Chen, Soohyun Park, and Joongheon Kim
- Accelerating quantum reinforcement learning with a quantum natural policy gradient based approach / Yang Xu and Vaneet Aggarwal
- Quantum kernel methods for industrial anomaly detection / Takao Tomono
- An exclusive-sum-of-products pipeline for QAOA / Matthew Brunet, Shilpi Shah, Mostafa Atallah, Anthony Wilkie, and Rebekah Herrman
- A performance comparison of variable encoding techniques for QUIO and QUBO problems / Pedro Maciel Xavier, Yirang Park, Diego Noble, Italo Santana, Miguel Paredes, and David E. Bernal Neira
- Quantum interior point methods : a review of developments and an optimally scaling framework / Mohammadhossein Mohammadisiahroudi, Zeguan Wu, Pouya Sampourmahani, Adrian Harkness, and Tamás Terlaky
- Benchmarking refined quantum linear systems algorithms / Adrian Harkness, Kate Saltovets, Mohammadhossein Mohammadisiahroudi, and Tamás Terlaky
- Building hybrid quantum–classical computing ecosystems : a survey / Dhanvi Bharadwaj, Yuewen Hou, Alexander Knapen, Gino Kwun, Nikolai Zhitkov, and Gokul Subramanian Ravi
- Quantum optimization via gradient-based Hamiltonian descent / Jiaqi Leng and Bin Shi
- Human factors of quantum modeling and computing / Peiran Liu and Denny Yu
- Q-XAI : towards explainable quantum neural networks for human-centered intelligence / Richard Jiang, Yijie Zhu, Plamen Angelov, Yuri Pashkin, and Vaneet Aggarwal
- QToMNet : a quantum-enhanced machine theory of mind / Sabine Brunswicker and Mudit Gaur
- Financial fraud detection with entropy computing / Babak Emami, Wesley Dyk, David Haycraft, Carrie Spear, Lac Nguyen, and Nicholas Chancellor
- Notes:
- Includes bibliographical references and index
- Online resource; title from PDF title page (Springer Nature Link, viewed July 10, 2026)
- Other Format:
- Print version: Purdue Quantum Artificial Intelligence (Symposium) (2025 : West Lafayette, Ind.) Frontiers in industrial engineering
- ISBN:
- 9789819578290
- 9819578299
- OCLC:
- 1602639203
- Access Restriction:
- Restricted for use by site license
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