Publications

In Progress

Thanh Nguyen and Jacob L. Cybulski (2023): "Training Variational Quantum Models with Barren Plateaus Mitigation Strategies." In Preparation for journal submission (Advanced Draft).
Thanh Nguyen and H.L. Thi (2023): "Variational Quantum Algorithms in Finance." Accepted for Lecture Notes in Networks and Systems - Springer.
Thanh Nguyen and H.L. Thi (2023): "Variational Quantum Algorithms in Anomaly Detection, Fraud Indicator Identification, Credit Scoring, and Stock Price Prediction". Accepted for Lecture Notes in Networks and Systems - Springer.

Cybulski, J.L., Nguyen, T. Impact of barren plateaus countermeasures on the quantum neural network capacity to learn. Quantum Inf Process 22, 442 (2023). https://doi.org/10.1007/s11128-023-04187-8 .
[Online] [Pre-Print]

Thanh Nguyen and Jacob L. Cybulski: "Investigation of Barren Plateaus in Quantum Neural Network Development." Presented at 10th International Congress on Industrial and Applied Mathematics (ICIAM 2023), Waseda University, Tokyo, Japan, August 20-25, 2023.