Hadi Salloum

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Higher-Order vs. Quadratic Binary Optimization: Which Is Better for Probability Optimization with Tensor Sampling?2026
• Neural Network Pruning via QUBO Optimization2026
• Diversity-Aware Adaptive Collocation for Physics-Informed Neural Networks via Sparse QUBO Optimization and Hybrid Coresets2026
• Performance of Quantum Annealing Machine Learning Classification Models on ADMET Datasets2025 · аннотациясвернуть

  The Quantum Annealer built by D-Wave, known as Advantage, is currently the largest quantum computer in the world, featuring a topology called “Pegasus.” This groundbreaking system opens new possibilities for solving…

• Mini-scale traffic flow optimization: an iterative QUBOs approach converting from hybrid solver to pure quantum processing unit2025 · аннотациясвернуть

  Traffic congestion continues to pose a significant challenge in urban environments, necessitating innovative approaches to traffic management. This paper explores the application of Quantum Annealing (QA) for real-world…

• Hidden Risks: The Centralization of NFT Metadata and What It Means for the Market2025
• Quantum annealing for inverse kinematics in robotics2025
• Comprehensive Overview of Reward Engineering and Shaping in Advancing Reinforcement Learning Applications2024 · аннотациясвернуть

  Reinforcement Learning (RL) seeks to develop systems capable of autonomous decision-making by learning through interaction with their environment. Central to this process are reward engineering and reward shaping, which…