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quant-ph2023★ 1 cited
Exploiting Maximally Mixed States for Spectral Estimation by Time Evolution
Kaelyn J. Ferris, Zihang Wang, Itay Hen +3
We introduce a novel approach for estimating the spectrum of quantum many-body Hamiltonians, and more generally, of Hermitian operators, using quantum time evolution. In our approa…
cs.LG2023
Learning nonlinear integral operators via Recurrent Neural Networks and its application in solving Integro-Differential Equations
Hardeep Bassi, Yuanran Zhu, Senwei Liang +4
In this paper, we propose using LSTM-RNNs (Long Short-Term Memory-Recurrent Neural Networks) to learn and represent nonlinear integral operators that appear in nonlinear integro-di…