Search Results for author: Leong Chuan Kwek

Found 4 papers, 0 papers with code

Efficient option pricing with unary-based photonic computing chip and generative adversarial learning

no code implementations8 Aug 2023 HUI ZHANG, Lingxiao Wan, Sergi Ramos-Calderer, Yuancheng Zhan, Wai-Keong Mok, Hong Cai, Feng Gao, Xianshu Luo, Guo-Qiang Lo, Leong Chuan Kwek, José Ignacio Latorre, Ai Qun Liu

In the modern financial industry system, the structure of products has become more and more complex, and the bottleneck constraint of classical computing power has already restricted the development of the financial industry.

Generative Adversarial Network

Towards Quantum Federated Learning

no code implementations16 Jun 2023 Chao Ren, Han Yu, Rudai Yan, Minrui Xu, Yuan Shen, Huihui Zhu, Dusit Niyato, Zhao Yang Dong, Leong Chuan Kwek

This review serves as a first-of-its-kind comprehensive guide for researchers and practitioners interested in understanding and advancing the field of QFL.

Federated Learning

NISQ Algorithm for Hamiltonian Simulation via Truncated Taylor Series

no code implementations9 Mar 2021 Jonathan Wei Zhong Lau, Tobias Haug, Leong Chuan Kwek, Kishor Bharti

We recover differential equation-based NISQ algorithms for Hamiltonian simulation such as quantum assisted simulator (QAS) and variational quantum simulator (VQS) as particular cases of our algorithm.

Quantum Physics

Noisy intermediate scale quantum simulation of time dependent Hamiltonians

no code implementations19 Jan 2021 Jonathan Wei Zhong Lau, Kishor Bharti, Tobias Haug, Leong Chuan Kwek

Quantum computers are expected to help us to achieve accurate simulation of the dynamics of many-body quantum systems.

Quantum Physics

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