Centre for Quantum Information, Simulation and Algorithms

The Research Centre for Quantum Information, Simulation and Algorithms (QUISA), hosted at The University of Western Australia, fosters collaboration and entrepreneurship, bringing together academic staff, research students, government and industrial partners to develop innovative quantum solutions to tackle otherwise intractable problems and complex phenomena.

quisa-team
Preview
Events
28
MAR

Achieving Safe AI via Quantum Algorithms for Scalable Neural Network Verification

Matthew Daggitt
20
MAR

Accelerating Quantum Computation Simulations with CUDA GPUs

Tuan Nguyen
12
FEB

Prolog, predicate logic and category theory

Mark Walker
10
FEB

Introduction to category theory, zx-calculus, and their applications in quantum computing

Chonfai Kam
19
DEC

Quantum Games Final Presentation

John Tanner and Jingbo Wang
Publications

John Tanner, Jason Pye, and Jingbo Wang "Learning out-of-time-ordered correlators with classical kernel methods" PHYSICAL REVIEW B 111, 144301 (2025)

Abstract

Josh Green and Jingbo Wang "Quantum Encoding of Structured Data with Matrix Product States" arXiv:2502.16464 (2025)

Abstract

Yusen Wu, Bujiao Wu, Yanqi Song, Xiao Yuan, Jingbo Wang "Learning the complexity of weakly noisy quantum states", ICLR 2025 – International Conference on Learning Representations (31.75% acceptance rate)

Abstract

Josh Green and Jingbo Wang "The awe-inspiring power of quantum computers" Frontiers for Young Minds, 12, 1335355 (2024)

Abstract

Qu, Dengke; Matwiejew, Edric; Wang, Kunkun; Wang, Jingbo; Xue, Peng "Experimental implementation of quantum-walk-based portfolio optimisation", Quantum Science and Technology (IF 6.568) , vol. 9, pp. 025014, 2024.

Abstract

Zhuang, Shengxin; Tanner, John; Wu, Yusen; Huynh, Du Q.; Cadet, Wei Liu Xavier F.; Fontaine, Nicolas; Charton, Philippe; Damour, Cedric; Cadet, Frederic; Wang, Jingbo "Non-Hemolytic Peptide Classification Using A Quantum Support Vector Machine", Quantum Information Processing 23 (11), 379, 2024

Abstract

Sotelo, R., Giusto, E., Nakamura, Y., & Wang, J. "The 2nd Workshop on Quantum in Consumer Technology At IEEE Quantum Week" IEEE Consumer Electronics Magazine, 13(5), 1-2, 2024; https://doi.org/10.1109/MCE.2024.3407740

Abstract

Yanqi Song, Jing Li, Yusen Wu, Sujuan Qin, Qiaoyan Wen, Fei Gao "A Resource-Efficient Quantum Convolutional Neural Network" Frontiers in Physics 12:1362690 (2024)

Abstract

Yanqi Song, Yusen Wu, Shengyao Wu, Dandan Li, Qiaoyan Wen, Sujuan Qin, Fei Gao "A quantum federated learning framework for classical clients" Science China Physics, Mechanics & Astronomy 67, 250311 (2024)

Abstract

Y Wu, JB Wang, Y Li "Quantum Computing for Option Portfolio Analysis" arXiv:2406.00486 (2024)

Abstract

GALLERY

Preview
Congratulations, Josh!
Preview
Congratulations, Dr. Yusen!
Preview
Preview
Tavis at IEEE Quantum Week 2024
Preview
Online conversation on Quantum Entanglement and Computing
Preview
Jingbo at "Quantum Australia 2024" with Andrea Morello and Derek Muller
Preview
Quantum meets logistics 2024
Preview
QUISA meeting 2024
Preview
Minister Dawson, VC Chakma, DVCR Nowak visiting QUISA in 2023
Preview
Quantum games workshop 2024
Events
28
MAR

Achieving Safe AI via Quantum Algorithms for Scalable Neural Network Verification

Matthew Daggitt
20
MAR

Accelerating Quantum Computation Simulations with CUDA GPUs

Tuan Nguyen
12
FEB

Prolog, predicate logic and category theory

Mark Walker
10
FEB

Introduction to category theory, zx-calculus, and their applications in quantum computing

Chonfai Kam
19
DEC

Quantum Games Final Presentation

John Tanner and Jingbo Wang
Publications

John Tanner, Jason Pye, and Jingbo Wang "Learning out-of-time-ordered correlators with classical kernel methods" PHYSICAL REVIEW B 111, 144301 (2025)

Abstract

Josh Green and Jingbo Wang "Quantum Encoding of Structured Data with Matrix Product States" arXiv:2502.16464 (2025)

Abstract

Yusen Wu, Bujiao Wu, Yanqi Song, Xiao Yuan, Jingbo Wang "Learning the complexity of weakly noisy quantum states", ICLR 2025 – International Conference on Learning Representations (31.75% acceptance rate)

Abstract

Josh Green and Jingbo Wang "The awe-inspiring power of quantum computers" Frontiers for Young Minds, 12, 1335355 (2024)

Abstract

Qu, Dengke; Matwiejew, Edric; Wang, Kunkun; Wang, Jingbo; Xue, Peng "Experimental implementation of quantum-walk-based portfolio optimisation", Quantum Science and Technology (IF 6.568) , vol. 9, pp. 025014, 2024.

Abstract

Zhuang, Shengxin; Tanner, John; Wu, Yusen; Huynh, Du Q.; Cadet, Wei Liu Xavier F.; Fontaine, Nicolas; Charton, Philippe; Damour, Cedric; Cadet, Frederic; Wang, Jingbo "Non-Hemolytic Peptide Classification Using A Quantum Support Vector Machine", Quantum Information Processing 23 (11), 379, 2024

Abstract

Sotelo, R., Giusto, E., Nakamura, Y., & Wang, J. "The 2nd Workshop on Quantum in Consumer Technology At IEEE Quantum Week" IEEE Consumer Electronics Magazine, 13(5), 1-2, 2024; https://doi.org/10.1109/MCE.2024.3407740

Abstract

Yanqi Song, Jing Li, Yusen Wu, Sujuan Qin, Qiaoyan Wen, Fei Gao "A Resource-Efficient Quantum Convolutional Neural Network" Frontiers in Physics 12:1362690 (2024)

Abstract

Yanqi Song, Yusen Wu, Shengyao Wu, Dandan Li, Qiaoyan Wen, Sujuan Qin, Fei Gao "A quantum federated learning framework for classical clients" Science China Physics, Mechanics & Astronomy 67, 250311 (2024)

Abstract

Y Wu, JB Wang, Y Li "Quantum Computing for Option Portfolio Analysis" arXiv:2406.00486 (2024)

Abstract

GALLERY

Preview
Congratulations, Josh!
Preview
Congratulations, Dr. Yusen!
Preview
Preview
Tavis at IEEE Quantum Week 2024
Preview
Online conversation on Quantum Entanglement and Computing
Preview
Jingbo at "Quantum Australia 2024" with Andrea Morello and Derek Muller
Preview
Quantum meets logistics 2024
Preview
QUISA meeting 2024
Preview
Minister Dawson, VC Chakma, DVCR Nowak visiting QUISA in 2023
Preview
Quantum games workshop 2024