Frontiers in Industrial Engineering. Purdue Quantum AI

Fifth Gavriel Salvendy International Symposium, PQAI 2025, West Lafayette, IN, USA, October 23–24, 2025, Proceedings

AvVaneet Aggarwal,David E. Bernal Neira

Häftad, Engelska, 2026

Del i serien Communications in Computer and Information Science

781 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2026-07-04
Mått:155 x 235 x 15 mm
Vikt:400 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:246
Förlag:Springer Verlag, Singapore
ISBN:9789819578283

Utforska kategorier

Kvantfysik inom Naturvetenskap och teknik
Systemvetenskap och AI inom Data och IT

Innehållsförteckning

.- Quantum Machine Learning and Models..- Quantum Artificial Intelligence: Reinforcement Learning, Memory Models, and Self-Programming Architectures..- Compact Quantum Modules for Scalable Fine-Tuning in Large Language Models..- Robustness of Classical and Quantum Inspired Architectures Against Structured Corruptions in Vision Tasks..- Geometric Origin of Fourier Coefficients in Data-Reuploading Single-Qubit Circuits..- Accelerating Tensor Ring VQE with Batched Contraction..- Satellite Constellation Scheduling with Quantum Reinforcement Learning..- Accelerating Quantum Reinforcement Learning with a Quantum Natural Policy Gradient Based Approach..- Quantum Kernel Methods for Industrial Anomaly Detection..- Quantum Optimization and Linear Systems..- An Exclusive-Sum-of-Products Pipeline for QAOA..- A performance comparison of variable encoding techniques for QUIOand QUBO problems..- Quantum Interior Point Methods: A Review of Developments and an Optimally Scaling Framework..- Benchmarking Refined Quantum Linear Systems Algorithms..- Building Hybrid Quantum-Classical Computing Ecosystems: A Survey..- Quantum Optimization via Gradient-Based Hamiltonian Descent..- Quantum Cognition and Human-Centered Computing..- Human Factors of Quantum Modeling and Computing..- Q-XAI: Towards Explainable Quantum Neural Networks forHuman-Centered Intelligence..- QToMNet: A Quantum-enhanced Machine Theory of Mind..- Financial Fraud Detection with Entropy Computing.