Search Results for author: Soronzonbold Otgonbaatar

Found 2 papers, 0 papers with code

Quantum-inspired tensor network for Earth science

no code implementations15 Jan 2023 Soronzonbold Otgonbaatar, Dieter Kranzlmüller

Furthermore, the key contribution of this paper is twofold: (I) we reduced a number of trainable parameters of PINNs by using a quantum-inspired tensor network, and (II) we improved the spectral resolution of remotely-sensed images by employing tensor decomposition.

Quantum Machine Learning Tensor Decomposition

Coreset of Hyperspectral Images on Small Quantum Computer

no code implementations10 Apr 2022 Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir

Moreover, we trained the SVM on the coreset data by using both a D-Wave QA and a conventional method.

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