1 citations · 2 across the 6 of their papers we have counts for
6 papers
Discovery of connectivity-trainability trade-off of IQP Circuits for Hamiltonian Optimization
Quoc Chuong Nguyen
Instantaneous Quantum Polynomial-time (IQP) circuits are promising candidates for near-term quantum advantage due to the conjectured classical hardness of their sampling task. Howe…
Network Sampling: An Overview and Comparative Analysis
Quoc Chuong Nguyen
Network sampling is a crucial technique for analyzing large or partially observable networks. However, the effectiveness of different sampling methods can vary significantly depend…
Hybridising Reinforcement Learning and Heuristics for Hierarchical Directed Arc Routing Problems
Van Quang Nguyen, Quoc Chuong Nguyen, Thu Huong Dang +1
The Hierarchical Directed Capacitated Arc Routing Problem (HDCARP) is an extension of the Capacitated Arc Routing Problem (CARP), where the arcs of a graph are divided into classes…
Monte Carlo Analysis of Boid Simulations with Obstacles: A Physics-Based Perspective
Quoc Chuong Nguyen
Boids, developed by Craig W. Reynolds in 1986, is one of the earliest emergent models where the global pattern emerges from the interaction between many individuals within the loca…
FQsun: A Configurable Wave Function-Based Quantum Emulator for Power-Efficient Quantum Simulations
Tuan Hai Vu, Vu Trung Duong Le, Hoai Luan Pham +2
Quantum computers are promising powerful computers for solving complex problems, but access to real quantum hardware remains limited due to high costs. Although the software simula…
Toward a comprehensive simulation framework for hypergraphs: a Python-base approach
Quoc Chuong Nguyen, Trung Kien Le
Hypergraphs, or generalization of graphs such that edges can contain more than two nodes, have become increasingly prominent in understanding complex network analysis. Unlike graph…