no code implementations • 30 Dec 2020 • Christian Balz, Lukas Janssen, Paula Lampen-Kelley, Arnab Banerjee, Yaohua Liu, Jiaqiang Yan, David Mandrus, Matthias Vojta, Stephen E. Nagler
In $\alpha$-RuCl$_3$, an external magnetic field applied within the honeycomb plane can induce a transition from a magnetically ordered state to a disordered state that is potentially related to the Kitaev quantum spin liquid.
Strongly Correlated Electrons Materials Science
no code implementations • 15 Apr 2020 • Samudra Dasgupta, Kathleen E. Hamilton, Arnab Banerjee
Quantum Reservoir Computing (QRC) exploits the dynamics of quantum ensemble systems for machine learning.
no code implementations • 8 Apr 2020 • Arnab Banerjee, Nibaran Das, Mita Nasipuri
The ensemble approach clearly outperform all of the used deep learning networks.
no code implementations • 27 Sep 2019 • Samudra Dasgupta, Arnab Banerjee
The 2008 mortgage crisis is an example of an extreme event.