Exploration of graph-theoretic algorithms for numerical simulation of hydrogen fuel supersonic combustion characteristics

[1] Choubey, G., Devarajan, Y., Huang, W., Mehar, K., Tiwari, M., & Pandey, K. M. (2019). Recent advances in cavity-based scramjet engine-a brief review. International Journal of Hydrogen Energy, 44(26), 13895-13909. Choubey G. Devarajan Y. Huang W. Mehar K. Tiwari M. Pandey K. M. ( 2019 ). Recent advances in cavity-based scramjet engine-a brief review . International Journal of Hydrogen Energy , 44 ( 26 ), 13895 - 13909 . Search in Google Scholar

[2] Choubey, G., Pandey, K. M., Maji, A., & Deshamukhya, T. (2017, July). A brief review on the recent advances in scramjet engine. In AIP conference proceedings (Vol. 1859, No. 1). AIP Publishing. Choubey G. Pandey K. M. Maji A. Deshamukhya T. ( 2017 , July ). A brief review on the recent advances in scramjet engine . In AIP conference proceedings (Vol. 1859 , No. 1 ). AIP Publishing . Search in Google Scholar

[3] Lianjie, Y., Xu, Z., Qifan, Z., Keting, C., Jinping, L., Hao, C., … & Hong, C. (2022). Research progress on high-Mach-number scramjet engine technologies. Chinese Journal of Theoretical and Applied Mechanics, 54(2), 263-288. Lianjie Y. Xu Z. Qifan Z. Keting C. Jinping L. Hao C. Hong C. ( 2022 ). Research progress on high-Mach-number scramjet engine technologies . Chinese Journal of Theoretical and Applied Mechanics , 54 ( 2 ), 263 - 288 . Search in Google Scholar

[4] Kumar, S., Pandey, K. M., & Sharma, K. K. (2021). Recent developments in technological innovations in scramjet engines: A review. Materials Today: Proceedings, 45, 6874-6881. Kumar S. Pandey K. M. Sharma K. K. ( 2021 ). Recent developments in technological innovations in scramjet engines: A review . Materials Today: Proceedings , 45 , 6874 - 6881 . Search in Google Scholar

[5] Jeong, E., O’Byrne, S., Jeung, I. S., & Houwing, A. F. P. (2020). The effect of fuel injection location on supersonic hydrogen combustion in a cavity-based model scramjet combustor. Energies, 13(1), 193. Jeong E. O’Byrne S. Jeung I. S. Houwing A. F. P. ( 2020 ). The effect of fuel injection location on supersonic hydrogen combustion in a cavity-based model scramjet combustor . Energies , 13 ( 1 ), 193 . Search in Google Scholar

[6] Xiong, Y., Qin, J., Cheng, K., & Wang, Y. (2020). Influence of water injection on performance of scramjet engine. Energy, 201, 117477. Xiong Y. Qin J. Cheng K. Wang Y. ( 2020 ). Influence of water injection on performance of scramjet engine . Energy , 201 , 117477 . Search in Google Scholar

[7] Choubey, G., Yuvarajan, D., Huang, W., Shafee, A., & Pandey, K. M. (2020). Recent research progress on transverse injection technique for scramjet applications-a brief review. International Journal of Hydrogen Energy, 45(51), 27806-27827. Choubey G. Yuvarajan D. Huang W. Shafee A. Pandey K. M. ( 2020 ). Recent research progress on transverse injection technique for scramjet applications-a brief review . International Journal of Hydrogen Energy , 45 ( 51 ), 27806 - 27827 . Search in Google Scholar

[8] Lv, Z., Xu, J., Song, G., Li, R., & Ge, J. (2023). Review on the aerodynamic issues of the exhaust system for scramjet and turbine based combined cycle engine. Progress in Aerospace Sciences, 100956. Lv Z. Xu J. Song G. Li R. Ge J. ( 2023 ). Review on the aerodynamic issues of the exhaust system for scramjet and turbine based combined cycle engine . Progress in Aerospace Sciences , 100956 . Search in Google Scholar

[9] Jose, R. C., Raj, R., Dewang, Y., & Sharma, V. (2021). A Review on Scramjet Engine. Advances in Fluid and Thermal Engineering: Select Proceedings of FLAME 2020, 539-548. Jose R. C. Raj R. Dewang Y. Sharma V. ( 2021 ). A Review on Scramjet Engine . Advances in Fluid and Thermal Engineering: Select Proceedings of FLAME 2020 , 539 - 548 . Search in Google Scholar

[10] Li, Z., Gerdroodbary, M. B., Moradi, R., Manh, T. D., & Babazadeh, H. (2020). Effect of inclined block on fuel mixing of multi hydrogen jets in scramjet engine. Aerospace Science and Technology, 105, 106035. Li Z. Gerdroodbary M. B. Moradi R. Manh T. D. Babazadeh H. ( 2020 ). Effect of inclined block on fuel mixing of multi hydrogen jets in scramjet engine . Aerospace Science and Technology , 105 , 106035 . Search in Google Scholar

[11] Ispir, A. C., Zdybał, K., Saracoglu, B. H., Magin, T., Parente, A., & Coussement, A. (2023). Reduced-order modeling of supersonic fuel–air mixing in a multi-strut injection scramjet engine using machine learning techniques. Acta Astronautica, 202, 564-584. Ispir A. C. Zdybał K. Saracoglu B. H. Magin T. Parente A. Coussement A. ( 2023 ). Reduced-order modeling of supersonic fuel–air mixing in a multi-strut injection scramjet engine using machine learning techniques . Acta Astronautica , 202 , 564 - 584 . Search in Google Scholar

[12] Nordin-Bates, K., Fureby, C., Karl, S., & Hannemann, K. (2017). Understanding scramjet combustion using LES of the HyShot II combustor. Proceedings of the Combustion Institute, 36(2), 2893-2900. Nordin-Bates K. Fureby C. Karl S. Hannemann K. ( 2017 ). Understanding scramjet combustion using LES of the HyShot II combustor . Proceedings of the Combustion Institute , 36 ( 2 ), 2893 - 2900 . Search in Google Scholar

[13] Li, L., Rong, C., Hu, S., Zhang, B., & Liu, H. (2024). Intelligent variable strut for combustion performance optimization of a wide-range scramjet engine. International Journal of Hydrogen Energy, 49, 1-13. Li L. Rong C. Hu S. Zhang B. Liu H. ( 2024 ). Intelligent variable strut for combustion performance optimization of a wide-range scramjet engine . International Journal of Hydrogen Energy , 49 , 1 - 13 . Search in Google Scholar

[14] Sharma, V., Eswaran, V., & Chakraborty, D. (2020). Determination of optimal spacing between transverse jets in a SCRAMJET engine. Aerospace Science and Technology, 96, 105520. Sharma V. Eswaran V. Chakraborty D. ( 2020 ). Determination of optimal spacing between transverse jets in a SCRAMJET engine . Aerospace Science and Technology , 96 , 105520 . Search in Google Scholar

[15] Kim, J. W., & Kwon, O. J. (2018). Modeling of incomplete combustion in a scramjet engine. Aerospace Science and Technology, 78, 397-402. Kim J. W. Kwon O. J. ( 2018 ). Modeling of incomplete combustion in a scramjet engine . Aerospace Science and Technology , 78 , 397 - 402 . Search in Google Scholar

[16] Xing, F., Ruan, C., Huang, Y., Fang, X., & Yao, Y. (2017). Numerical investigation on shock train control and applications in a scramjet engine. Aerospace Science and Technology, 60, 162-171. Xing F. Ruan C. Huang Y. Fang X. Yao Y. ( 2017 ). Numerical investigation on shock train control and applications in a scramjet engine . Aerospace Science and Technology , 60 , 162 - 171 . Search in Google Scholar

[17] Choubey, G., Yuvarajan, D., Huang, W., Yan, L., Babazadeh, H., & Pandey, K. M. (2020). Hydrogen fuel in scramjet engines-a brief review. International Journal of Hydrogen Energy, 45(33), 16799-16815. Choubey G. Yuvarajan D. Huang W. Yan L. Babazadeh H. Pandey K. M. ( 2020 ). Hydrogen fuel in scramjet engines-a brief review . International Journal of Hydrogen Energy , 45 ( 33 ), 16799 - 16815 . Search in Google Scholar

[18] Gugulothu, S. K., & Deepanraj, B. (2023). Numerical analysis of supersonic combustion of hydrogen flow characteristics in scramjet combustor toward the improvement of combustion efficiency. International Journal of Hydrogen Energy, 48(96), 38027-38043. Gugulothu S. K. Deepanraj B. ( 2023 ). Numerical analysis of supersonic combustion of hydrogen flow characteristics in scramjet combustor toward the improvement of combustion efficiency . International Journal of Hydrogen Energy , 48 ( 96 ), 38027 - 38043 . Search in Google Scholar

[19] Rabadan, E., & Weigand, B. (2013). Numerical investigation of a hydrogen-fueled scramjet combustor at flight conditions. Progress in Propulsion Physics, 4, 373-394. Rabadan E. Weigand B. ( 2013 ). Numerical investigation of a hydrogen-fueled scramjet combustor at flight conditions . Progress in Propulsion Physics , 4 , 373 - 394 . Search in Google Scholar

[20] Verma, K. A., Pandey, K. M., & Sharma, K. K. (2020). Impact of parametric variation on combustion characteristics of hydrogen-fueled strut based scramjet combustor at supersonic speed. International Journal of Energy Research, 44(14), 11807-11826. Verma K. A. Pandey K. M. Sharma K. K. ( 2020 ). Impact of parametric variation on combustion characteristics of hydrogen-fueled strut based scramjet combustor at supersonic speed . International Journal of Energy Research , 44 ( 14 ), 11807 - 11826 . Search in Google Scholar

[21] Kireeti, S. K., Sastry, G. R., & Gugulothu, S. K. (2022). Numerical investigation on implication of innovative hydrogen strut in comparison with multi strut injector on performance and combustion characteristics in a scramjet combustor. International Journal of Hydrogen Energy, 47(99), 41932-41946. Kireeti S. K. Sastry G. R. Gugulothu S. K. ( 2022 ). Numerical investigation on implication of innovative hydrogen strut in comparison with multi strut injector on performance and combustion characteristics in a scramjet combustor . International Journal of Hydrogen Energy , 47 ( 99 ), 41932 - 41946 . Search in Google Scholar

[22] Li, C., Li, Y., Chen, X., Zhu, L., & Hou, Y. (2020). Assessment on the supersonic combustor performance induced by the asymmetric struts with hydrogen fuel. International Journal of Hydrogen Energy, 45(53), 29560-29578. Li C. Li Y. Chen X. Zhu L. Hou Y. ( 2020 ). Assessment on the supersonic combustor performance induced by the asymmetric struts with hydrogen fuel . International Journal of Hydrogen Energy , 45 ( 53 ), 29560 - 29578 . Search in Google Scholar

[23] Aravind, S., & Kumar, R. (2019). Supersonic combustion of hydrogen using an improved strut injection scheme. International journal of hydrogen energy, 44(12), 6257-6270. Aravind S. Kumar R. ( 2019 ). Supersonic combustion of hydrogen using an improved strut injection scheme . International journal of hydrogen energy , 44 ( 12 ), 6257 - 6270 . Search in Google Scholar

[24] Shaaban S. M.,López R. A.,Lazar M. & Poedts S.. (2024). Numerical simulations of temperature anisotropy instabilities stimulated by suprathermal protons. Astronomy & Astrophysics. Shaaban S. M. López R. A. Lazar M. Poedts S. ( 2024 ). Numerical simulations of temperature anisotropy instabilities stimulated by suprathermal protons . Astronomy & Astrophysics . Search in Google Scholar

[25] Kaixuan Zhang,Shuhuan Wang,Chenxiao Li,Zhipeng Yuan & Yanchao Zhang. (2025). Numerical simulation of multiphase flow induced by bottom blowing limestone powder in converter steelmaking. Powder Technology120369-120369. Kaixuan Zhang Shuhuan Wang Chenxiao Li Zhipeng Yuan Yanchao Zhang . ( 2025 ). Numerical simulation of multiphase flow induced by bottom blowing limestone powder in converter steelmaking . Powder Technology 120369 - 120369 . Search in Google Scholar

[26] Dey Sangita & Rathish Kumar B.V.. (2023). Finite element analysis of modified N-S equations coupled with energy transfer for hybrid nanofluid flow in complex domains. Computers and Mathematics with Applications37-53. Dey Sangita Rathish Kumar B.V. ( 2023 ). Finite element analysis of modified N-S equations coupled with energy transfer for hybrid nanofluid flow in complex domains . Computers and Mathematics with Applications 37 - 53 . Search in Google Scholar

[27] Ali Shiehnejadhesar,Ramin Mehrabian,Robert Scharler,Graham M. Goldin & Ingwald Obernberger. (2014). Development of a gas phase combustion model suitable for low and high turbulence conditions. Fuel177-187. Ali Shiehnejadhesar Ramin Mehrabian Robert Scharler Graham M. Goldin Ingwald Obernberger . ( 2014 ). Development of a gas phase combustion model suitable for low and high turbulence conditions . Fuel 177 - 187 . Search in Google Scholar

[28] SimonPfeil,ChongminSong & ElmarWoschke. (2024). SBFEM with perturbation method for solving the Reynolds equation. PAMM(2),e202400022-e202400022. Simon Pfeil Chongmin Song Elmar Woschke . ( 2024 ). SBFEM with perturbation method for solving the Reynolds equation . PAMM(2) , e202400022 - e202400022 . Search in Google Scholar