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Publications (SCIE)

M. Lee, C. Song, M. Song*, J.Jeon*, L-DeepONet feasibility for SMR digital twin: a case study on helical coil steam generator, in preparation.
S. Baral, S. Khanal, J. Jeon*, ML-CFD hybrid numerical method: the RePIT 1.0 software, in preparation.
S. Jo, S.H. Park, S. Ko, S. Lee*, J. Jeon*, Engineering application of physics-informed neural networks for Saint-Venant’s torsion, under review.
J. Shin, C. Kim, S. Yang, M. Lee, S.J. Kim, J. Jeon*, Physics-informed neural networks for thermal-hydraulic system simulation: CVH/FL module, under review.
S. Khanal, S. Baral, J. Jeon*, Comparison of CNN-based deep learning architectures for unsteady CFD acceleration on small datasets, under review (arXiv preprint arXiv:2502.06837).
J.Jeon*, J. Rabault, J. Vasanth, F. Alcántara-Ávilad, S. Barala, R. Vinuesa, Advanced deep-reinforcement-learning methods for flow control: group-invariant and positional-encoding networks improve learning speed and quality, under review (arXiv preprint arXiv:2407.17822).
J. Jeon, J. Lee, R. Vinuesa, S.J. Kim*, Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning, International Journal of Heat and Mass Transfer 220 (2024) 124900 (JCR 10.5%)
J. Jeon, J. Lee, S.J. Kim*, Finite volume method network for the acceleration of unsteady computational fluid dynamics: non-reacting and reacting flows, International Journal of Energy Research 46 (2022) 10770-10795 (JCR 1.5%).
J. Ahn, Y.M, Lee, J. Jeon, et al., High resolution of multicolor patterning of metal halide perovskite nanocrystal thin films through rapid evaporation assisted strategy, Advanced Materials Technology 7 (2022) 2200031.
J. Jeon, D. Shin, S.J. Kim*, Identification of the extinction mechanism of lean limit hydrogen flames based on Lewis number effect, International Journal of Heat and Mass Transfer 174 (2021) 121288 (JCR 6.3%).
J. Jeon, Y.S. Kim, H. Jung, S.J. Kim*, A mechanistic analysis of H2O and CO2 diluent effect on hydrogen flammability considering flame extinction mechanism, Nuclear Engineering and Technology 53 (2021) 3286-3297.
D. Shin, J. Jeon, T. Kim, J.H. Park, S.J. Kim*, Development of the thermal performance model using temperature gradient analysis for optimized design of steam surface condenser, International Journal of Heat and Mass Transfer 163 (2020) 120411 (JCR 6.3%).
J. Jeon, S.J. Kim*, Recent progress in hydrogen flammability prediction for the safe energy systems, Energies 13 (2020), 6263 (review paper).
Y.S. Kim, J. Jeon, C.H. Song, S.J. Kim, Improved prediction model for H2/CO combustion risk using a calculated non-adiabatic flame temperature model, Nuclear Engineering and Technology 52 (2020) 2836-2846.
J. Jeon, W. Choi, S.J. Kim*, A flammability limit model for hydrogen-air-diluent mixtures based on heat transfer characteristics in flame propagation, Nuclear Engineering and Technology 51 (2019) 1749-1757.
J. Jeon, Y.S. Kim, W. Choi, S.J. Kim*, Identification of hydrogen flammability in steam generator compartment of OPR1000 using MELCOR and CFX codes, Nuclear Engineering and Technology 51 (2019) 1939-1950.
J. Jeon, W. Choi, N.K. Kim, S.J. Kim*, Numerical investigation of in-vessel core coolability of PWR through an effective safety injection flow model using MELCOR simulation, Annals of Nuclear Energy 121 (2018) 350-360
W. Choi, T. Kim, J. Jeon, N. K. Kim, S. J. Kim*, Effect of molten corium behavior uncertainty on the severe accident progress, Science and Technology of Nuclear Installations, Article ID 5706409 (2018).
T. Kim, W. Choi, J. Jeon, N.K. Kim, H. Jung, S.J. Kim, A conceptual approach to eliminate bypass release of fission products by in-containment relief valve under SGTR accident, Science and Technology of Nuclear Installations, Article ID 5936214 (2018).
N.K. Kim, J. Jeon, W. Choi, S.J. Kim, Systematic hydrogen risk analysis of OPR 1000 containment before RPV failure under station blackout scenario, Annals of Nuclear Energy 116 (2018) 429-438.