Hugh Churchill

19 papers Misc 2Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
OpenQlaw: An Agentic AI Assistant for Analysis of 2D Quantum Materials.
CoRR
Sankalp Pandey, Xuan-Bac Nguyen, Hoang-Quan Nguyen, Tim Faltermeier, Nicholas Borys, Hugh Churchill, Khoa Luu
2026 J jnl
QuPAINT: Physics-Aware Instruction Tuning Approach to Quantum Material Discovery.
CoRR
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Sankalp Pandey, Tim Faltermeier, Nicholas Borys, Hugh Churchill, Khoa Luu
2025 J jnl
CLIFF: Continual Learning for Incremental Flake Features in 2D Material Identification.
CoRR
Sankalp Pandey, Xuan-Bac Nguyen, Nicholas Borys, Hugh Churchill, Khoa Luu
2025 J jnl
Diffusion-inspired quantum noise mitigation in parameterized quantum circuits.
Quantum Mach. Intell.
Hoang-Quan Nguyen, Xuan-Bac Nguyen, Samuel Yen-Chi Chen, Hugh Churchill, Nicholas Borys, Samee U. Khan, Khoa Luu
2025 J jnl
φ-Adapt: A Physics-Informed Adaptation Learning Approach to 2D Quantum Material Discovery.
CoRR
Hoang-Quan Nguyen, Xuan-Bac Nguyen, Sankalp Pandey, Tim Faltermeier, Nicholas Borys, Hugh Churchill, Khoa Luu
2024 J jnl
Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits.
CoRR
Hoang-Quan Nguyen, Xuan-Bac Nguyen, Samuel Yen-Chi Chen, Hugh Churchill, Nicholas Borys, Samee U. Khan, Khoa Luu
2024 — conf
Hierarchical Quantum Control Gates for Functional MRI Understanding.
SiPS
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu
2024 J jnl
Hierarchical Quantum Control Gates for Functional MRI Understanding.
CoRR
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu
2024 Misc conf
Hybrid Quantum Tabu Search for Solving the Vehicle Routing Problem.
QCE
James Holliday, Braeden Morgan, Hugh Churchill, Khoa Luu
2024 J jnl
Hybrid Quantum Tabu Search for Solving the Vehicle Routing Problem.
CoRR
James Holliday, Braeden Morgan, Hugh Churchill, Khoa Luu
2024 Misc conf
QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering.
QCE
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Samuel Yen-Chi Chen, Samee U. Khan, Hugh Churchill, Khoa Luu
2024 J jnl
QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering.
CoRR
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Samuel Yen-Chi Chen, Samee U. Khan, Hugh Churchill, Khoa Luu
2024 J jnl
Quantum Visual Feature Encoding Revisited.
CoRR
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu
2024 J jnl
Quantum visual feature encoding revisited.
Quantum Mach. Intell.
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu
2024 J jnl
Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding.
CoRR
Hoang-Quan Nguyen, Xuan-Bac Nguyen, Hugh Churchill, Arabinda Kumar Choudhary, Pawan Sinha, Samee U. Khan, Khoa Luu
2024 J jnl
Two-Dimensional Quantum Material Identification via Self-Attention and Soft-Labeling in Deep Learning.
IEEE Access
Xuan-Bac Nguyen, Apoorva Bisht, Benjamin Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan
2023 J jnl
Quantum Vision Clustering.
CoRR
Xuan-Bac Nguyen, Benjamin Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan
2022 J jnl
Two-Dimensional Quantum Material Identification via Self-Attention and Soft-labeling in Deep Learning.
CoRR
Xuan-Bac Nguyen, Apoorva Bisht, Hugh Churchill, Khoa Luu
2019 J jnl
Defining Quantum Neural Networks via Quantum Time Evolution.
CoRR
Aditya Dendukuri, Blake Keeling, Arash Fereidouni, Joshua Burbridge, Khoa Luu, Hugh Churchill