국립부경대학교 | Data-driven thermofluids lab
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Publication

Oral presentation

(members in our lab are highlighted in bold)

 

 

International Conferences

 

K. S. Jung, B. Soriano, J.H. Chen and M. Khalil “A Hessian-based transfer learning approach for artificial neural networks based chemical kinetics with a sparse dataset”, The 40th International Symposium - Emphasizing Energy Transition, Italy, Jul. 21-26 (2024)

K. S. Jung, H. Babaee, J.H. Chen and C. E. Lacey, Mitigating chemical stiffness in turbulent reacting flow simulations via an adaptive reduced-order model with time-dependent bases”, 19th International Conference on Numerical Combustion, Japan, May 7-10 (2024) 

K. S. Jung, C. E. Lacey, H. Babaee and J.H. Chen, “On-the-fly reduced-order modeling of large combustion systems leveraging time-dependent bases with CUR decomposition”, 19th International Conference on Numerical Combustion, Japan, May 7-10 (2024) 

K. S. Jung, A. Kumar, T. Echekki and J.H. Chen, “A posteriori evaluation of principal component transport in homogeneous charge compression ignition conditions”, 13th U.S. National Combustion Meeting, United States, Mar. 20-22, (2023) 

K. S. Jung, T. Echekki, J.H. Chen and M. Khalil, “Transfer learning for closure term and in reduced order models of chemically reactive flows”, 2022 SIAM Conference on Mathematics of Data Science, United States, Sep. 26-30, (2022)

K. S. Jung, B.R. Jung, S.H. Chung, and C.S. Yoo, “A numerical study of the autoignited laminar DME lifted jet flames in heated coflow air”, 12nd ASPACC, Fukuoka, Japan, Jul. 1-5, (2019) 

K.H. Van, K.S. Jung, S. Oh, B.J. Lee, M.S. Cha, J. Park, and S.H. Chung, “Decreasing liftoff height behavior in diluted laminar lifted methane jet flames”, 37th International Symposium on Combustion, Dublin, Ireland, Jul. 29-Aug. 3, (2018)

K.S. Jung, S.O. Kim, B.J. Lee, S.H. Chung, and C.S. Yoo, “A numerical study of the autoignited laminar lifted methane/hydrogen mixtures in heated coflow air”, 11st ASPACC, Australia, Dec. 10-14, (2017)



Domestic Conferences

 

K. S. Jung, H. Babaee, C. E. Lacey and J. H. Chen, “Mitigating Stiffness in Combustion Simulations Using On-the-fly Reduced-Order Modeling Based on Time-Dependent Basis and CUR Decomposition”, 68st KOSCO Symposium, Jeju, Nov. 06-09 (2024) 

K. S. Jung and C.S. Yoo, “Artificial neural network for chemical kinetics in numerical numerical study of the stabilization and extinction characteristics of nonpremixed CH4/He versus air counterflow flames at low strain rates”, 61st KOSCO Symposium, Jeju, May. 13-14 (2021) 

K. S. Jung, S.O. Kim, T. Lu, J.H. Chen, and C.S. Yoo, “Three-dimensional direct numerical simulations of the stabilization of turbulent lifted hydrogen jet flames under various coflow air temperature”, 2021 KSCFE Symposium, Seoul, May. 6-7 (2021)

K. S. Jung, S.O. Kim, J.H. Chen, and C.S. Yoo, “Direct numerical simulations of the turbulent lifted hydrogen jet flames near the autoignition limit”, 60th KOSCO Symposium, South Korea, Sep. 24-26 (2020)

H.S. Bak, K. S. Jung, S.H. Kang, and C.S. Yoo, “Prediction of radiative heat transfer effect on counterflow non-premixed flames under supercritical oxy-fuel combustion conditions”, 60th KOSCO Symposium (virtual), Sep. 24-26 (2020)

S. Oh, K.H. Van, K. S. Jung, C.S. Yoo, and J. Park, “Oscillating flame in laminar helium-diluted coflow jets”, 59th KOSCO Symposium, Jeju, Nov. 14-16, (2019)

K. S. Jung, S.O. Kim, S.H. Chung, and C.S. Yoo, “A numerical study of the characteristics of laminar lifted n-heptane jet flames in heated coflow air”, 59th KOSCO Symposium, Jeju, Nov. 14-16 (2019)

S.B. Shin, K. S. Jung, G.T. Kim, J. Park, S.H. Chung, and C.S. Yoo, “A numerical study of the coflow dilution effect on the flame characteristics of autoignited laminar lifted methane/hydrogen jet flames”, 59th KOSCO 2019. Symposium, Jeju, Nov. 14-16 (2019)

K. S. Jung, H.S. Bak, N.D. Nguyen, B.J. Lee, and C.S. Yoo, “A numerical study of the NOX emission characteristics of methane counterflow flame under direct-fired supercritical oxyfuel combustion condition”, 59th KOSCO Symposium, Jeju, Nov. 14-16 (2019) 

S. Jang, J. Park, S. Han, K. S. Jung, C.S. Yoo, and H.J. Kim, “A numerical study on the low limit autoignition temperature of syngas and modification of chemical kinetic mechanism”, 58th KOSCO Samcheok, Korea, May 16-18 (2019)

B.R. Jung, K. S. Jung, S.H. Chung, and C.S. Yoo, “Pyrolysis effect on the stabilization characteristics of autoignited dimethyl ether jet flames in hot coflow air”, 57th KOSCO Symposium, Jeju, Nov. 22-24 (2018)

S.O. Kim, K. S. Jung, J.H. Chen, and C.S. Yoo, “Diagnostic of combustion modes of turbulent hydrogen jet flames using chemical explosive mode analysis (CEMA)”, 57th KOSCO Symposium, Jeju, Nov. 22-24 (2018)

K. S. Jung, B.R. Jung, S.H. Chung, and C.S. Yoo, “A numerical study of pyrolysis effect on the laminar lifted dimethyl ether jet flames in heated coflow air”, 2018 Fall KSCFE Conference, Seoul, Nov. 1-2 (2018)

K. S. Jung, S.O. Kim, S.H. Chung, and C.S. Yoo, “A numerical study of the stabilization mechanism of an autoginited laminar methane/hydrogen lifted jet flame in heated coflow”, 55th KOSCO Symposium, Yeosu, Nov. 9-11 (2017)

K. S. Jung, S.O. Kim, S.H. Chung, and C.S. Yoo, “A numerical study of characteristics of laminar lifted methane/hydrogen flames in heated coflow”, 54th KOSCO Symposium, Gangneung, May. 18-20 (2017)

S.O. Kim, K. S. Jung, S.H. Chung, and C.S. Yoo, “A numerical study of liftoff characteristics of laminar nonpremixed hydrogen/methane jet flames”, 53rd KOSCO Symposium, Buyeo, Nov. 24-26 (2016)