Nuclear spin-spin coupling constants prediction based on XGBoost and LightGBM algorithms

Author:

Zhang Xin-xin1,Deng Tong1,Jia Guo-zhu1

Affiliation:

1. College of Physical and Electronics Engineering, Sichuan Normal University, Chengdu, People’s Republic of China

Publisher

Informa UK Limited

Subject

Physical and Theoretical Chemistry,Condensed Matter Physics,Molecular Biology,Biophysics

Reference51 articles.

1. T. Jiang, M. Hamada, Y. Maehara, S. Ahmad, A. Garcia Mayans, N. Aryal and H. Kadir. A Comprehensive Workflow Using Nuclear Magnetic Resonance (NMR) Data To Evaluate and Characterize Low Resistivity Low Contrast Reservoirs. In: 24th Formation Evaluation Symposium of Japan, 2018. Society of Petrophysicists and Well-Log Analysts.

2. Nuclear Magnetic Resonance (NMR) Spectroscopy in Food Science: A Comprehensive Review

3. J. Kikuchi. NMR Analysis of Molecular Complexity. In: Experimental Approaches of NMR Spectroscopy. Springer, pp 461–489 (2018).

4. A. Kantzas, S.I. Krioutchkov and Z.Y. Wang. Systems and methods for sampling fluids using nuclear magnetic resonance (NMR). Google Patents (2019).

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