Hugh Churchill

According to our database, Hugh Churchill authored at least 11 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

φ-Adapt: A Physics-Informed Adaptation Learning Approach to 2D Quantum Material Discovery.

Hoang-Quan Nguyen, Xuan-Bac Nguyen, Sankalp Pandey, Tim Faltermeier, Nicholas Borys, Hugh Churchill, Khoa Luu

CoRR, July, 2025

Diffusion-inspired quantum noise mitigation in parameterized quantum circuits.

Hoang-Quan Nguyen, Xuan-Bac Nguyen, Samuel Yen-Chi Chen, Hugh Churchill, Nicholas Borys, Samee U. Khan, Khoa Luu

Quantum Mach. Intell., June, 2025

2024

Quantum visual feature encoding revisited.

Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu

Quantum Mach. Intell., December, 2024

Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding.

Hoang-Quan Nguyen, Xuan-Bac Nguyen, Hugh Churchill, Arabinda Choudhary, Pawan Sinha, Samee U. Khan, Khoa Luu

CoRR, 2024

Two-Dimensional Quantum Material Identification via Self-Attention and Soft-Labeling in Deep Learning.

Xuan-Bac Nguyen, Apoorva Bisht, Benjamin Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan

IEEE Access, 2024

Hierarchical Quantum Control Gates for Functional MRI Understanding.

Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu

Proceedings of the IEEE Workshop on Signal Processing Systemsm, 2024

QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering.

Xuan-Bac Nguyen, Hoang-Quan Nguyen, Samuel Yen-Chi Chen, Samee U. Khan, Hugh Churchill, Khoa Luu

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Hybrid Quantum Tabu Search for Solving the Vehicle Routing Problem.

James Holliday, Braeden Morgan, Hugh Churchill, Khoa Luu

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

2023

Quantum Vision Clustering.

Xuan-Bac Nguyen, Benjamin Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan

CoRR, 2023

2022

Two-Dimensional Quantum Material Identification via Self-Attention and Soft-labeling in Deep Learning.

Xuan-Bac Nguyen, Apoorva Bisht, Hugh Churchill, Khoa Luu

CoRR, 2022

2019

Defining Quantum Neural Networks via Quantum Time Evolution.

Aditya Dendukuri, Blake Keeling, Arash Fereidouni, Joshua Burbridge, Khoa Luu, Hugh Churchill

CoRR, 2019