From the 1 of 4 linked papers with an AI index.
4 papers
Expressibility and trainability of a two-dimensional pairwise quantum-circuit ansatz
Shuai Zhang, Wei Liu, Ji-Chong Yang
The paper introduces a native two-dimensional pairwise parameterized quantum circuit ansatz and compares its expressibility and trainability to common one-dimensional ansatze on a…
Law of Neural Interaction: Depth-Width Shape, Interaction Efficiency, and Generalization
Wenjie Sun, Jinning Yang, Shuai Zhang +1
The guidance of scaling laws has increased the resource demands of modern large language models (LLMs), yet it remains questionable whether these models utilize resources effective…
A quantum machine learning classifier to search for new physics
Ji-Chong Yang, Shuai Zhang, Chong-Xing Yue
Due to the success of the Standard Model~(SM), it is reasonable to anticipate that the signal of new physics~(NP) beyond the SM is small. Consequently, future searches for NP and p…
Detect anomalous quartic gauge couplings at muon colliders with quantum kernel k-means
Shuai Zhang, Ke-Xin Chen, Ji-Chong Yang
In recent years, with the increasing luminosities of colliders, handling the growing amount of data has become a major challenge for future New Physics~(NP) phenomenological resear…