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Duo Ma

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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73

TOTAL CITATIONS

2

Scholarly Papers (3)

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1.

Prediction of Volatile Composition of Coal Pyrolysis Under Various Swelling and Catalytic Conditions Based on Deep Learning

Number of pages: 27 Posted: 22 Feb 2023
Qiuxiang Yao, Duo Ma, Yongqi Liu, Linyang Wang, Li Ma, Jing Wang, Ming Sun and Xiaoxun Ma
Xijing University - School of Science, affiliation not provided to SSRN, Northwest University - School of Chemical Engineering, Northwest University - School of Chemical Engineering, affiliation not provided to SSRN, Xijing University, Northwest University - School of Chemical Engineering and Northwest University - School of Chemical Engineering
Downloads 28 (1,345,526)

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Machine learning, RNN, LSTM, Catalytic pyrolysis, Solvent swelling

2.

A Quantitative Investigation on Pyrolysis Behaviors of Metal Ion-Exchanged Coal Macerals by Interpretable Machine Learning Algorithms

Number of pages: 46 Posted: 14 Jul 2023
Qiuxiang Yao, Linyang Wang, Mingming Ma, Li Ma, Lei He, Duo Ma and Ming Sun
Xijing University - School of Science, Northwest University - School of Chemical Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, Northwest University - School of Chemical Engineering, affiliation not provided to SSRN and Northwest University - School of Chemical Engineering
Downloads 23 (1,411,822)
Citation 1

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Coal pyrolysis, Maceral, Ion-exchange, Machine learning, Symbolic regression

3.

Prediction of Volatile Composition of Coal Pyrolysis Under Various Swelling and Catalytic Conditions Based on Recurrent Neural Network

Number of pages: 30 Posted: 01 Jul 2023
Duo Ma, Qiuxiang Yao, Yongqi Liu, Linyang Wang, Li Ma, Jing Wang, Ming Sun and Xiaoxun Ma
affiliation not provided to SSRN, Xijing University - School of Science, Northwest University - School of Chemical Engineering, Northwest University - School of Chemical Engineering, affiliation not provided to SSRN, Xijing University, Northwest University - School of Chemical Engineering and Northwest University - School of Chemical Engineering
Downloads 22 (1,424,331)
Citation 1

Abstract:

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Machine learning, RNN, LSTM, Catalytic pyrolysis, Solvent swelling