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Fake metabolomics chromatogram generation for facilitating deep learning of peak-picking neural networks Kanazawa S, Noda A, Ito A, Hashimoto K, Kunisawa A, Nakanishi T, Kajihara S, Mukai N, Iida J, Fukusaki E, Matsuda F Journal of Bioscience and Bioengineering, 131(2), 207, 2021 |
12 |
Deep learning-based initial guess for minimum energy path calculations Park HS, Lee SW, Kim JH Korean Journal of Chemical Engineering, 38(2), 406, 2021 |
13 |
Image-based prediction of granular flow behaviors in a wedge-shaped hopper by combing DEM and deep learning methods Liao ZH, Yang YZ, Sun CF, Wu RQ, Duan ZH, Wang YY, Li XP, Xu J Powder Technology, 383, 159, 2021 |
14 |
Review and analysis of supervised machine learning algorithms for hazardous events in drilling operations Osarogiagbon AU, Khan F, Venkatesan R, Gillard P Process Safety and Environmental Protection, 147, 367, 2021 |
15 |
Hybrid deep neural model for hourly solar irradiance forecasting Huang X, Li Q, Tai YH, Chen ZQ, Zhang J, Shi JS, Gao BX, Liu WM Renewable Energy, 171, 1041, 2021 |
16 |
Operation rule extraction based on deep learning model with attention mechanism for wind-solar-hydro hybrid system under multiple uncertainties * Zhang ZD, Qin H, Li J, Liu YQ, Yao LQ, Wang YQ, Wang C, Pei SQ, Li PS, Zhou JZ Renewable Energy, 170, 92, 2021 |
17 |
Machine learning for site-adaptation and solar radiation forecasting Narvaez G, Giraldo LF, Bressan M, Pantoja A Renewable Energy, 167, 333, 2021 |
18 |
Image recognition of wind turbine blade damage based on a deep learning model with transfer learning and an ensemble learning classifier Yang XY, Zhang YF, Lv W, Wang D Renewable Energy, 163, 386, 2021 |
19 |
Wind power forecasting - A data-driven method along with gated recurrent neural network Kisvari A, Lin Z, Liu XL Renewable Energy, 163, 1895, 2021 |
20 |
A deep learning model for intra-day forecasting of solar irradiance using satellite-based estimations in the vicinity of a PV power plant Perez E, Perez J, Segarra-Tamarit J, Beltran H Solar Energy, 218, 652, 2021 |