Search Results for author: Zubin Jacob

Found 4 papers, 0 papers with code

Learning Circular Hidden Quantum Markov Models: A Tensor Network Approach

no code implementations29 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).

Quantum causal inference in the presence of hidden common causes: An entropic approach

no code implementations24 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.

Causal Inference

Non-reciprocal energy transfer through the Casimir effect

no code implementations25 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

Quantum Entropic Causal Inference

no code implementations23 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.

Causal Inference

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