Zhang, Hao-Kai
- Symmetry restoration and quantum Mpemba effect in many-body localization systems
2024/08/14 by Liu, Shuo, Zhang, Hao-Kai, Yin, Shuai +2 · 17 citations
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech) #Strongly Correlated Electrons (cond-mat.str-el)
- Mitigating barren plateaus of variational quantum eigensolvers
2022/05/26 by Xia Liu, Geng Liu, Liu, Xia +5 · 7 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Predicting quantum learnability from landscape fluctuation
2024/06/17 by Hao-Kai Zhang, Chenghong Zhu, Zhang, Hao-Kai +3 · 3 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing #Other Condensed Matter (cond-mat.other) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
- Fundamental limitations on optimization in variational quantum algorithms
2022/05/10 by Hao-Kai Zhang, Zhang, Hao-Kai, Chengkai Zhu +5 · 1 citation
Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Scalable Quantum Architecture Search via Landscape Analysis
2025/05/08 by Chenghong Zhu, Zhu, Chenghong, Xian Wu +9 · 3 citations
Computer Science · Materials Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Machine Learning in Materials Science #Quantum many-body systems