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Gehan A.J. Amaratunga

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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89

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0

Scholarly Papers (3)

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1.

Adaptive Multi-Objective Optimization of Engine Combustion via RL-Enhanced NSGA-III and HDMR Surrogates

Downloads 46 (1,121,190)

Adaptive Multi-Objective Optimization of Engine Combustion via RL-Enhanced NSGA-III and HDMR Surrogates

Number of pages: 38 Posted: 03 Dec 2025
Haoxing Li, Jianhong Lei, Teng Luo, Wenming Yang, Gehan A.J. Amaratunga, xingyu liang and Shaohua Wu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shandong University - School of Energy and Power Engineering, affiliation not provided to SSRN, Tianjin University and Dalian University of Technology
Downloads 33 (1,326,242)

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Reinforcement learning, Multi-objective optimization, High dimensional model representation (HDMR), Combustion

Adaptive Multi-Objective Optimization of Engine Combustion via RL-Enhanced NSGA-III and HDMR Surrogates

Number of pages: 39 Posted: 26 Jan 2026
Haoxing Li, Jianhong Lei, Teng Luo, Wenming Yang, Gehan A.J. Amaratunga, xingyu liang, Yuhao Sun and Shaohua Wu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shandong University - School of Energy and Power Engineering, affiliation not provided to SSRN, Tianjin University, affiliation not provided to SSRN and Dalian University of Technology
Downloads 13 (1,579,999)

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Reinforcement learning, Multi-objective optimization, High dimensional model representation (HDMR), Combustion

2.

Thin-Film Electrolytic Mno2-Zn Batteries with Limited Amount of Acetate Electrolyte

Downloads 36 (1,236,159)

Thin-Film Electrolytic Mno2-Zn Batteries with Limited Amount of Acetate Electrolyte

Number of pages: 9 Posted: 05 Aug 2023
Shiwei Liu, Guoshen Yang, Shiqiang LUO, Pritesh Hiralal, Zanxiang Nie, Gehan A.J. Amaratunga and Hang Zhou
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Peking University - Shenzhen Graduate School
Downloads 20 (1,500,232)

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Energy storage and conversion, electrodeposition, Zinc manganese battery, Electrolytic MnO2, Iodide mediator

Thin-Film Electrolytic Mno2-Zn Batteries with Limited Amount of Acetate Electrolyte

Number of pages: 10 Posted: 02 Oct 2023
Shiwei Liu, Pritesh Hiralal, Zanxiang Nie, Gehan A.J. Amaratunga and Shiqiang LUO
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 16 (1,548,841)

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Energy storage and conversion, electrodeposition, Zinc manganese battery, Electrolytic MnO2, Iodide mediator

3.

A Comprehensive Investigation into the Combustion Mechanism of Hydrogen/PODEn RCCI enabled by Split Injection

Number of pages: 39 Posted: 20 Apr 2026
Haoxing Li, Ming Jia, Yaopeng Li, Teng Luo, Yuhao Sun, Gehan A.J. Amaratunga, xingyu liang, Shuai Wang and Shaohua Wu
affiliation not provided to SSRN, Dalian University of Technology, Dalian University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Tianjin University, Zhejiang University and Dalian University of Technology
Downloads 7 (1,561,096)

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Keywords: Hydrogen, Reactivity-controlled compression ignition, Machine learning, Optimization, Combustion