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20152023
most citedLearning Molecular Dynamics with Simple Language Model built upon Long Short-Term Memory Neural Network

101 citations · 287 across the 15 of their papers we have counts for

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Showing 2022Show all

6 papers · 1 filter

quant-ph2022

Quantum state tomography via non-convex Riemannian gradient descent

Ming-Chien Hsu, En-Jui Kuo, Wei-Hsuan Yu +2

The recovery of an unknown density matrix of large size requires huge computational resources. The recent Factored Gradient Descent (FGD) algorithm and its variants achieved state-…

quant-ph2022★ 13 cited

Qubit-oscillator concatenated codes: decoding formalism & code comparison

Yijia Xu, Yixu Wang, En-Jui Kuo +1

Concatenating bosonic error-correcting codes with qubit codes can substantially boost the error-correcting power of the original qubit codes. It is not clear how to concatenate opt…

quant-ph2022★ 16 cited

Accurate and Efficient Quantum Computations of Molecular Properties Using Daubechies Wavelet Molecular Orbitals: A Benchmark Study against Experimental Data

Cheng-Lin Hong, Ting Tsai, Jyh-Pin Chou +8

Although quantum computation (QC) is regarded as a promising numerical method for computational quantum chemistry, current applications of quantum-chemistry calculations on quantum…

quant-ph2022★ 5 cited

Boson Sampling for Generalized Bosons

En-Jui Kuo, Yijia Xu, Dominik Hangleiter +2

We introduce the notion of "generalized bosons" whose exchange statistics resemble those of bosons, but the local bosonic commutator is replaced by an arbitra…

cond-mat.dis-nn2022★ 36 cited

Path sampling of recurrent neural networks by incorporating known physics

Sun-Ting Tsai, Eric Fields, Yijia Xu +2

Recurrent neural networks have seen widespread use in modeling dynamical systems in varied domains such as weather prediction, text prediction and several others. Often one wishes…

quant-ph2022

Entanglement cost in topological stabilizer models at finite temperature

Tsung-Cheng Lu, En-Jui Kuo, Hung-Hwa Lin

The notion of entanglement has been useful for characterizing universal properties of quantum phases of matter. From the perspective of quantum information theory, it is tempting t…