Oral presentation
(members in our lab are highlighted in bold. † denotes the correponding author(s))
International Conferences
(I11) K.S. Jung, J.J. Kim, C.E. Lacey, J.H. Lee, H. Babaee, C.S.Yoo, and J.H.Chen†, "Accelerating direct numerical simulation of turbulent reacting flows with time-dependent bases", 2025 International Conference on Numerical Combustion, Italy, Oct 17 (2025)
(I10) K.S. Jung, J.J. Kim, C.E. Lacey, J.H. Lee, H. Babaee, C.S.Yoo, and J.H.Chen†, "Accelerating direct numerical simulation of turbulent reacting flows with time-dependent bases", IUTAM Symposium on Machine Learning in Diverse Fluid Mechanics, Japan, May 15-17 (2025)
(I9) J.J. Kim, J.H. Lee, C.E. Lacey, H. Babaee, K.S. Jung†, C.S.Yoo†, and J.H.Chen, "Time-Dependent-Bases with Local CUR Decomposition Method for Turbulent Combustion Simulations", 16th International Conference on Combustion & Energy Utialization, Hong Kong, Feb 9-13 (2025)
(I8) 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)
(I7) 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)
(I6) 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)
(I5) 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)
(I4) 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)
(I3) 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)
(I2) 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)
(I1) 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
(D25) H.R.Park and K.S. Jung†, "Transfer Learning for Predicting the Ignition of Large Hydrocarbon Fuel/Air Mixture with a Sparse Dataset”, 70st KOSCO Symposium, GyeongJu, Nov. 20-22 (2025)
(D24) B.W. Ryu and K.S. Jung†, "Acceleration of turbulent reactive flow simulations using an artificial neural network with representative species transport”, 70st KOSCO Symposium, GyeongJu, Nov. 20-22 (2025)
(D23) J.H. Lee, J.J. Kim, C.E. Lacey, K.S. Jung†, J.H. Chen, and C.S. Yoo†, "Leveraging Similarity in Parameterized Reactive Flow Simulations Using a Reduced Order Modeling with Time-Dependent-Bases”, 70st KOSCO Symposium, GyeongJu, Nov. 20-22 (2025)
(D22) G.H. Son, H.R. Park, and K.S. Jung†, "A parametric study on the influence of PCA in a reduced order modeling for reactive flow simulation”, 70st KOSCO Symposium, GyeongJu, Nov. 20-22 (2025)
(D21) J. S. Seo, H. S. Mo, C.S. Yoo and K.S. Jung†, "Performance Enhancement of Chemical Reactor Networks through Multi-Fidelity Modeling Approaches”, 70st KOSCO Symposium, GyeongJu, Nov. 20-22 (2025)
(D20) G. Son and K.S. Jung†, "Numerical Study of Compression Ignition of Turbulent Large Hydrocarbon Fuels Using Data-Driven Reduced Order Modeling”, 69th KOSCO Symposium, Samcheok, May. 14-16 (2025)
(D19) M. Kim, H.B. Shin, G.T. Kim, K.S. Jung†, and C.S. Yoo, "A Numerical Study of the Effect of Oxidizer Composition on the Stabilization Characteristics of Autoignited Laminar Lifted Methane/Hydrogen Jet in Hot Coflow”, 69th KOSCO Symposium, Samcheok, May. 14-16 (2025)
(D18) M.H. Kim, H.S. Mo, K.S. Jung†, and C.S. Yoo, "Artificial Neural Network via online training for Computational efficiency of Multi-dimensional Combustion Simulation”, 69th KOSCO Symposium, Samcheok, May. 14-16 (2025)
(D17) J.J. Kim, J.H. Lee, C.E. Lacey, H. Babaee, K.S. Jung†, C.S.Yoo†, and J.H.Chen, "Time-Dependent-Bases with Local CUR Decomposition Method for Reduced-Order Modeling and Stiffness Mitigation in Combustion Simulations", 69th KOSCO Symposium, Samcheok, May. 14-16 (2025)
(D16) 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”, 68th KOSCO Symposium, Jeju, Nov. 06-09 (2024)
(D15) 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)
(D14) 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)
(D13) 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)
(D12) 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)
(D11) 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)
(D10) 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)
(D9) 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)
(D8) 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)
(D7) 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)
(D6) 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)
(D5) 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)
(D4) 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)
(D3) 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)
(D2) 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)
(D1) 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)