no code implementations • 29 Oct 2021 • Mohammad Ali Javidian, Vaneet Aggarwal, Zubin Jacob
In this paper, we propose circular Hidden Quantum Markov Models (c-HQMMs), which can be applied for modeling temporal data in quantum datasets (with classical datasets as a special case).
no code implementations • 24 Apr 2021 • Mohammad Ali Javidian, Vaneet Aggarwal, Zubin Jacob
We also demonstrate that the proposed approach outperforms the results of classical causal inference for the Tubingen database when the variables are classical by exploiting quantum dependence between variables through density matrices rather than joint probability distributions.
no code implementations • 25 Feb 2021 • Zhujing Xu, Xingyu Gao, Jaehoon Bang, Zubin Jacob, Tongcang Li
The Casimir effect can dominate the interaction between microstructures at small separations and has been utilized to realize nonlinear oscillation, quantum trapping, phonon transfer, and dissipation dilution.
Quantum Physics Mesoscale and Nanoscale Physics Optics
no code implementations • 23 Feb 2021 • Mohammad Ali Javidian, Vaneet Aggarwal, Fanglin Bao, Zubin Jacob
This successful inference on a synthetic quantum dataset can have practical applications in identifying originators of malicious activity on future multi-node quantum networks as well as quantum error correction.