Deng Energy and Nanotechnology Group

for energy conversion and nanomaterial synthesis


W. Ji, W. Qiu, Z. Shi, S. Pan, S. Deng, Stiff-PINN: Physics-Informed Neural Network for stiff chemical kinetics, arXiv preprint arXiv:2011.04520. (Link)


  1. H. Zhao, D. Lu, J. Wang, W. Tu, D. Wu, S.W. Koh, P. Gao, Z.J. Xu, S. Deng, Y. Zhou, B. You, H. Li, Raw biomass electroreforming coupled to green hydrogen generation, Nature Communications 12, 2008 (2021). (Link)
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  3. W. Ji, S. Deng, Autonomous discovery of unknown reaction pathways from data by Chemical Reaction Neural Network, Journal of Physical Chemistry A 125 (2021) 1082-1092. (Link)
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  5. Y. Wang, Y. Chen, X. Liang, P. Tan, S. Deng, Impacts of lubricating oil and its formulations on diesel engine particle characteristics, Combustion and Flame 225 (2021) 48-56. (Link)
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  7. S. Ou, X. He, W. Ji, W. Chen, L. Sui, Y. Gan, Z. Lu, Z. Lin, S. Deng, S. Przesmitzki, J. Bouchard, Machine learning model to project the impact of COVID-19 on US motor gasoline demand, Nature Energy (2020). (Link) * Cover page
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  9. W. Ji, T. Zhang, Z. Ren, S. Deng, Dependence of kinetic sensitivity direction in premixed flames, Combustion and Flame 220 (2020) 16-22. (Link)
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  11. Y. Jiang*, S. Deng*, S. Hong*, S. Tiwari, H. Chen, K. Nomura, R.K. Kalia, A. Nakano, P. Vashishta, M.R. Zachariah, X.L. Zheng, Synergistically chemical and thermal coupling between graphene oxide and graphene fluoride for enhancing aluminum combustion, ACS Applied Materials & Interfaces 12 (2020) 7451-7458. *Equal contribution (Link)
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  13. S. Huang, S. Deng, Y. Jiang, X.L. Zheng, Experimental effective metal oxides to enhance boron combustion, Combustion and Flame 205 (2019) 278-285. (Link)
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  15. S. Huang, M. Pan, S. Deng, Y. Jiang, J. Zhao, B. Levy-Wendt, S.K.Y. Tang, X.L. Zheng, Modified micro-emulsion synthesis of highly dispersed Al/PVDF composites with enhanced combustion properties, Advanced Engineering Materials (2019) 1801330. (Link)
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  17. Y. Jiang*, S. Deng*, S. Hong*, J. Zhao, S. Huang, C.-C. Wu, J.L. Gottfried, K. Nomura, Y. Li, S. Tiwari, R.K. Kalia, P. Vashishta, A. Nakano, X.L. Zheng, Energetic performance of optically activated aluminum/graphene oxide composites, ACS Nano 12 (2018) 11366-11345. *Equal contribution (Link)
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  19. S. Deng*, Y. Jiang*, S. Huang, X. Shi, J. Zhao, X.L. Zheng, Tuning the morphological, ignition and combustion properties of micron-Al/CuO thermites through different synthesis approaches, Combustion and Flame 195 (2018) 303-310. *Equal contribution (Link)
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  21. J. Pan, L. Chen, H. Wei, D. Feng, S. Deng, G. Shu, On autoignition mode under variable thermodynamic state of internal combustion engines, International Journal of Engine Research (In press). (Link)
  22. 2017

  23. S. Huang, V.S. Parimi, S. Deng, S. Lingamneni, X.L. Zheng, Facile thermal and optical ignition of silicon nanoparticles and micron particles, Nano Letters 17 (2017) 5925-5930. (Link)
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  25. S. Huang*, S. Deng*, Y. Jiang, J. Zhao, X.L. Zheng, Electroless deposition and ignition properties of Si/Fe2O3 core/shell nanothermites, ACS Omega 2 (2017) 3596-3600. *Equal contribution (Link)
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  27. S. Deng, D. Han, C.K. Law, Ignition and extinction of strained nonpremixed cool flames at elevated pressures, Combustion and Flame 176 (2017) 143-150. (Link)
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  29. S. Deng, M.E. Mueller, Q.N. Chan, N.H. Qamar, B.B. Dally, Z.T. Alwahabi, G.J. Nathan, Hydrodynamic and chemical effects of hydrogen addition on soot evolution in turbulent nonpremixed bluff body ethylene flames, Proceedings of the Combustion Institute 36 (2017) 807-814. (Link)
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  31. D. Han, S. Deng, W. Liang, P. Zhao, F. Wu, Z. Huang, C.K. Law, Laminar flame propagation and nonpremixed stagnation ignition of toluene and xylenes, Proceedings of the Combustion Institute 36 (2017) 479-489. (Link)
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  33. S. Deng, P. Zhao, M.E. Mueller, C.K. Law, Flame dynamics in oscillating flows under autoignitive conditions, Combustion and Flame 168 (2016) 75-82. (Link)
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  35. S. Deng, P. Zhao, M.E. Mueller, C.K. Law, Stabilization of laminar nonpremixed DME/air coflow flames at elevated temperatures and pressures, Combustion and Flame 162 (2015) 4471-4478. (Link)
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  37. S. Deng, P. Zhao, M.E. Mueller, C.K. Law, Autoignition-affected stabilization of laminar nonpremixed DME/air coflow flames, Combustion and Flame 162 (2015) 3437-3445. (Link)
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  39. P. Zhao, W. Liang, S. Deng, C.K. Law, Initiation and propagation of laminar premixed cool flames, Fuel 166 (2015) 477-487. (Link)
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  41. S. Deng, J.A. Koch, M.E. Mueller, C.K. Law, Sooting limits of nonpremixed n-heptane, n-butanol, and methyl butanoate flames: Experimental determination and mechanistic analysis, Fuel 136 (2014) 122-129. (Link)
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  43. S. Deng, P. Zhao, D. Zhu, C.K. Law, NTC-affected ignition and low-temperature flames in nonpremixed DME/air counterflow, Combustion and Flame 161 (2014) 1993-1997. (Link)
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  45. Y. Zhang, S. Li, S. Deng, Q. Yao, S.D. Tse, Direct synthesis of nanostructured TiO2 films with controlled morphologies by stagnation swirl flames, Journal of Aerosol Science 44 (2012) 71-82. (Link)
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  47. S. Deng, S. Li, S.D. Tse, J. Wang, Y. Tao, Q. Yao, Experimental studies on TiO2 nanoparticles in a swirl-stabilized stagnation flame, Journal of Engineering Thermophysics 32 (2011) 157-160. (In Chinese)
  48. J. Wang, Y. Tao, Y. Zhang, S. Deng, S. Li, Q. Yao, Sintering behavior of TiO2 particles in a premixed stagnation flame, Journal of Engineering Thermophysics 32 (2011) 875-878. (In Chinese)
  49. 2009

  50. D. Yun, S. Deng, Q. Song, Q. Yao, Potassium deactivation and regeneration method of V2O5-WO3/TiO2 SCR catalyst", Research of Environmental Sciences 6 (2009) 730-735. (In Chinese)