3 papers
cs.IT2024
PAC Learnability for Reliable Communication over Discrete Memoryless Channels
Jiakun Liu, Wenyi Zhang, H. Vincent Poor
In practical communication systems, knowledge of channel models is often absent, and consequently, transceivers need be designed based on empirical data. In this work, we study dat…
quant-ph2023
Quantum Computing for Solid Mechanics and Structural Engineering -- a Demonstration with Variational Quantum Eigensolver
Yunya Liu, Jiakun Liu, Jordan R. Raney +1
Variational quantum algorithms exploit the features of superposition and entanglement to optimize a cost function efficiently by manipulating the quantum states. They are suitable…
physics.app-ph2023
Improving structural damage tolerance and fracture energy via bamboo-inspired void patterns
Xiaoheng Zhu, Jiakun Liu, Yucong Hua +2
Bamboo has a functionally-graded microstructure that endows it with a combination of desirable properties, such as high failure strain, high toughness, and a low density. As a resu…