Publications

Journal Articles

* : Corresponding author

69. S. Jung, S. Kim, J. Park, J.-S. Yu, J. Lee, C.-Y. Park, S. Hwang, S.-K. Kim*, T. Luo* and E. Lee*, "A benchmarking study of active learning-based binary optimization for the design of plannar multilayer photonic structure, in Preparation (2024)

68. J. Kim, Z. Xu, G.-M. Park, T. Luo* and E. Lee*, Inverse binary optimization of convolutional neural network in active learning efficiently designs nanophotonic structures, in Preparation (2024)

67. S. Kim, J. Xu, W. Shang, Z. Xu, E. Lee*, T. Luo*, "A review on machine learning-guided design of energy materials, Progress in Energy 6, 042005 (2024)

66. Z. Xu, W. Shang, E. Lee*, T. Luo*, "QALO: Quantum annealing-assisted lattice optimization, submitted (2024)

65. S. Kim, T. Luo, E. Lee, I.-S. Suh, "Distributed quantum approximate optimization algorithm on integrated high-performance computing and quantum computing systems for large-scale optimization, submitted (2024)

64. Z. Xu, W. Shang, S. Kim, A. Bobbitt, E. Lee*, T. Luo*, "Quantum-inspired genetic algorithm for designing plannar multilayer photonic structure", submitted (2024)

63. S. Kim, S. Ahn, I.-S. Suh, A. Dowling*, E. Lee*, T. Luo*, "Quantum annealing for combinatorial optimization: A benchmarking study", submitted (2024).

62. J.-S. Yu, S. Jung, J.-H. Kim, J.-W. Jo, M. Kats, S.-K. Kim*, E. Lee*,"Ultrathin Ge-YF3 antireflective coating with 0.5% reflectivity on high index substrate for long-wavelength infrared cameras" Nanophotonics 13, 4067-4078 (2024).

61. S. Kim, S. Jung, A. Bobbitt, E. Lee*, T. Luo*, "Wide-angle spectral filter for energy-saving windows designed using quantum annealing-enhanced active learning," accepted , Cell Reports Physical Science 5, 101847 (2024).

60. Q. Zhang, D. Huang, S. Moon, J. Schiffbauer, E. Lee*, T. Luo*, "Light shoots nanoparticles out of liquid via excited plasmonic supercavitation', submitted (2023).

59. S. Kim, S.-J. Park, S. Moon, Q. Zhang, S. Hwang, S.-K. Kim*, T. Luo*, E. Lee*, "Quantum annealing-aided design of an ultrathin-metamaterial optical diode," Nano Convergence 11, 16  (2024).

58. J. Lee, J. H. Lee, C. Lee, H. Lee, M. Jin, J. Kim, J. C. Shin, E. Lee*, Y. S. Kim*, "Machine learning driven channel thickness optimization in dual-layer oxide thin-film transistors for advanced electrical performance," Advanced Science 2303589 (2023).

57. R. Li, E. Lee*, T. Lu0*, "Physics-informed deep learning for solving coupled electron and phonon Boltzmann transport equations, Physical Review Applied 19, 064049  (2023).

56. A. Mandal, E. Lee*, T. Lu0*, "Analytical model of optical force on supercavitating plasmonic nanoparticles", Optics Express 31, 21972-21987  (2023).

55. J.-W. Cho, Y.-J Lee, J.-H. Kim, R. Hu, E. Lee*, S.-K. Kim*, "Directional radiative cooling via exceptional epsilon-based microcavities", ACS Nano 17, 10442-10451 (2023)

54. J.-H. Kim, D. I. Kim, S. S. Lee, K.-S. An, S. Yim*, E. Lee*, S.-K. Kim*, "Wide-angle deep ultraviolet antireflective multilayers via discrete-to-continuous optimization", Nanophotonics 12(10), 1913  (2023).

53. M. Jin, H. Lee, J. H. Lee, D. Han, C. Im, J. Kim, M. Jeon, E. Lee*, Y. S. Kim*, "Ferroelectrically modulated ion dynamics in Li+ electrolyte-gated transistors for neuromorphic computing," Applied Physics Reviews 10, 011407  (2023).

52. S. Kim, W. Shang, S. Moon, T. Pastega, E. Lee*, T. Luo*, "High-performance transparent radiative cooler designed by quantum computing," ACS Energy Letters 7, 4134 (2022).

51. C. Im, J. Kim, J. H. Lee, M. Jin, H. Lee, J. Lee, J. C. Shin, C. Lee, Y. S. Kim, E. Lee*, "Excitatory postsynaptic current model for synaptic thin-film transistors," Journal of Applied Physics 143, 044503 (2022).

50. M. Jin, H. Lee, C. Im, H.-J. Na, J. H. Lee, W. H. Lee, J. Han, E. Lee*, J. Park*, Y. S. Kim*, "Ion-trapping electrolyte-gated transistors for high-fidelity neuromorphic computing," Advanced Functional Materials 32, 2201048 (2022)

49. R. Li, J.-X. Wang, E. Lee*, T. Luo*, "Physics-informed deep learning for solving Boltzmann transport equation with large temperature non-equalibrium," NPJ Computational Materials 8, 29 (2022).

48. H. Lee, M. Jin, H.-J. Na, C. Im, J. H. Lee, J. Kim, E. Lee*, Y. S. Kim*, "Implementation of synaptic device using ultra-violet ozone treated water-in bisalt/polymer electrolyte-gated transistor, Advanced Functional Materials 32, 2110591 (2022).

47. Z. Cheng, R. Li, X. Yan, G. Jernigan, J. Shi, M. Liao, N. Hines, C. Gadre, J.-C. Idrobo, E. Lee, K. Hobart, M. Goorsky, X. Pan, T. Luo*, S. Graham*, "Experimental observation of localized interfacial phonon modes," Nature Communications 12, 6901 (2021).

46. E. Lee*, T. Luo*, "Negative optical force field on supercavitating titanium nitride nanoparticles by a single plane wave," Nanophotonics 11, 79-86 (2022).

45. S. Moon, Q. Zhang, Z. Xu, D. Huang, S. Kim, J. Schiffbauer*, E. Lee*, T. Luo*, "Plasmonic nanobubbles - A perspective," The Journal of Physical Chemistry 125, 25357-25368 (2021).

44. E. Lee*, S. Moon, T. Luo*, “Phase profile in superposition of Bessel beam modulates local axial optical force on Rayleigh and Mie dielectric spheres,” Optik 242, 167032 (2021).

43. R. Li, E. Lee*, T. Luo*, “Physics-informed neural networks for solving multiscale mode-resolved phonon boltzmann transport equation,” Material Today Physics 19, 100429 (2021).

42. Q. Zhang, R. Li, E. Lee*, T. Luo*, “Optically driven gold nanoparticles seed surface bubble nucleation in plasmonic suspension,” Nano Letters 21(13), 5485-5492 (2021).

41. D. Huang, J. Schiffbauer, E. Lee*, T. Luo*, “Ballistic Brownian motion of supercavitating nanoparticles,” Physical Review E 103, 042104 (2021).

40. R. Li, Z. Liu, A. Rohskop, K. Gordiz, A. Henry, E. Lee*, T. Luo*, “A deep neural network interatomic potential for studying thermal conductivity of beta-Ga2O3,” Applied Physics Letters 117, 152102 (2020).

39. Y. Koh, Z. Chang, A. Mamun, Md.S. Hoque, Z. Liu, T. Bai, K. Hussain, M. Liao, R. Li, J. Gaskins, A. Giri, J. Tomko, J. Braun, M. Gaevski, E. Lee, L. Yates, M. Goorsky, T. Luo, A. Khan, S. Graham, P. Hopkins*, “Bulk-like intrinsic phonon thermal conductivity of micrometer thick AlN films,” ACS Applied Materials & Interfaces 12(26), 29443-29450 (2020).

38. Z. Cheng, Y. R. Koh, H. Ahmad, R. Hu, J. Shi, M. Liao, Y. Wang, T. Bai, R. Li, E. Lee, E. Clinton, C. Matthews, Z. Engel, L. Yates, T. Luo, M. Goorsky, A. Doolittle, Z. Tian, P. Hopkins, S. Graham*, “Thermal conductance across harmonic-matched epitaxial Al-sapphire heterointerfaces,” Communication Physics 3, 115 (2020).

37. Q. Zhang, R. D. Neal, D. Huang, S Neretina, E. Lee*, T. Luo*, “Surface bubble growth in plasmonic nanoparticle suspension,” ACS Applied Materials & Interfaces 12(23), 26680-26687 (2020).

36. S. Moon, Q. Zhang, D. Huang, S. Senapati, H.-C. Chang, E. Lee*, T. Luo*, “Biocompatible direct deposition of functionalized nanoparticles using shrinking surface plasmonic bubble,” Advanced Materials Interfaces 2000597 (2020). 

35. E. Lee, D. Huang, T. Luo*, “Ballistic supercavitating nanoparticles driven by single gaussian beam optical pushing and pulling forces,” Nature Communications 11, 2404 (2020). 

34. E. Lee*, T. Luo*, “Long distance optical pulling of nanoparticles in a low index spherical cavity from a single plane wave,” Science Advances 6, eaaz3646 (2020). 

33. Z. Cheng, Y. Koh, A. Mamun, J. Shi, T. Bai, K. Huynh, L. Yates, Z. Liu, R. Li, E. Lee, M. E. Liao, Y. Wang, H. M. Yu, M. Kushimoto, T. Luo, M. Goorsky, P. Hopkins, H. Amaro, A. Khan, S. Graham*, “Experimental observation of high intrinsic thermal conductivity of AlN,” Physical Review Materials 4, 044602 (2020).

32. R. Li, E. Lee, T. Luo*, “A unified deep neural network potential capable of predicting thermal conductivity of silicon in different phases,” Materials Today Physics 12, 100181 (2020).

31. Y. Pang, J. Zhang, R. Ma, Z. Qu*, E. Lee*, T. Luo*, “Solar-thermal water evaporation: A review,” ACS Energy Letters 5, 437-456 (2020).

30. Q. Zhang, Y. Pang, J. Schiffbauer, A. Jemcov, H.-C. Chang, E. Lee*, T. Luo*, “Light-guided surface plasmic bubble movement via contact line de-pinning by in-situ deposited plasmic nanoparticle heating,” ACS Applied Materials & Interfaces 11(51), 48525 (2019).

29. E. Lee, T. Luo*, “Black body-like radiative cooling for flexible thin-film solar cells,” Solar Energy Materials & Solar Cells 194, 222-228 (2019).

28. D. Huang, T. Zhang, G. Xiong, L. Xu, Z. Qu, E. Lee*, T. Luo*, “Tuning water slip behavior in nanochannels using self-assembled monolayers,” ACS applied materials & interfaces 11, 32481-32488 (2019). 

27. R. Li, K. Gordiz, A. Henry, P. Hopkins, E. Lee*, T. Luo*, “Effect of light atoms on thermal transport across solid-solid Interfaces,” Physical Chemistry Chemical Physics 21, 17029-17035 (2019).

26. Y. Pang, J. Yang, T. Curtis, S. Luo, D. Huang, Z. Feng, J. Morales-Ferreiro, P. Sapkota, F. Lei, J. Zhang, Q. Zhang, E. Lee, Y. Huang, R. Guo, S. Ptasinska, R. Roeder, T. Luo*, “Exfoliated graphene leads to exceptional mechanical properties of polymer composite films,” ACS Nano 13, 1097-1106 (2019). 

25. E. Lee, E. Menumerov, R. Hughes, S. Neretina, T. Luo*, “Low-cost nanostructures from nanoparticle-assisted large-scale lithography significantly enhance thermal energy transport across solid interfaces,” ACS Applied Materials & Interfaces 10, 34690-34698 (2018).

24. E. Lee, T Luo*, “Thermal transport across solid-solid interfaces enhanced by pre-interface isotope-phonon scattering,” Applied Physics Letters 112, 011603 (2018). 

23. E. Lee, T. Luo*, “The role of optical phonons in intermediate layer-mediated thermal transport across solid interfaces,” Physical Chemistry Chemical Physics 19, 18407-18415 (2017).

22. T. Yoo, E. Lee, S. Dong, X. Li, X. Liu, J. K. Furdyna, M. Dobrowolsk, T. Luo*, “Thermal conductivity of Bi2(SexTe1-x)3 alloy films grown by molecular beam epitaxy,” APL Materials 5, 066101 (2017).

21. K. -H. Lim, J.-E. Huh, J. Lee, N.-K. Cho, J.-W. Park, B.-I Nam, E. Lee, Y. S. Kim*, “Strong influence of humidity on low-temperature thin-film fabrication via metal aqua complex for high performance oxide semiconductor thin-film transistors,” ACS applied materials & interfaces 9(1), 548 (2016).

20. E. Lee, T. Zhang, T. Yoo, Z. Guo, T. Luo*, “Nanostructures significantly enhance thermal transport across solid interfaces,” ACS applied materials & interfaces 8(51), 35505 (2016).

19. E. Lee, T. Zhang, M. Hu, T. Luo*, “Thermal boundary conductance enhancement using experimentally achievable nanostructured interfaces-analytical study combined with molecular dynamic simulation,” Physical Chemistry Chemical Physics 18, 16794 (2016).

18. T. Zhang, A. Gans-Forrest, E. Lee, X. Zhang, C. Qu, Y. Pang, F. Sun, T. Luo*, “Role of hydrogen bonds in thermal transport across hard/soft material interfaces,” ACS applied materials & interfaces 8(48), 33326 (2016).

17. S. Bhang, W. S. Jang, J. Han, J.-K. Yoon, W.-G. La, E. Lee, Y. S. Kim, J.-Y Shin, T.-J. Lee, H. K. Baik, B.-S. Kim*, “Zinc oxide nanorod-based piezoelectric dermal patch for wound healing,” Advanced Functional Materials 27, 1603497 (2016).

16. E. Lee, J. Lee, J.-H. Kim, K.-H. Lim, J. S. Byun, J. Ko, Y. D. Kim, Y. Park, Y. S. Kim*, “Direct electron injection into oxide insulator by cathode buffer layer,” Nature Communications 6, 6785 (2015).

15. Y. Park, E. Lee, J. Lee, K.-H. Kim, Y. S. Kim*, “Unidirectional oxide hetero-interface thin-film diode,” Applied Physics Letters 107, 143506 (2015).

14. J. Ko, S. J. Lee, K. Kim, E. Lee, K.-H. Lim, J. M. Myoung, J. Yoo, Y. S. Kim*, “A robust ionic liquid-polymer gate insulator for high-performance flexible thin film transistors,” Journal of Materials Chemistry C 3, 4239 (2015). 

13. E. Lee, J. Ko, K.-H. Lim, K. Kim, S. Y. Park, J. M. Myoung, Y. S. Kim*, “Gate capacitance-dependent field-effect mobility in solution-processed oxide semiconductor thin-film transistors,” Advanced Functional Materials 24, 4689 (2014).

12. T. I. Lee, W. S. Jang, E. Lee, Y. S. Kim, Z. L. Wang, H. K. Baik, J. M. Myoung*, “Ultrathin self-powered artificial skin,” Energy & Environmental Science 7, 3994 (2014).

11. S.-H. Kwon, J. Park, W. K. Kim, Y. Yang, E. Lee, C. J. Ha, S. Y. Park, J. Lee, Y. S. Kim*, “An effective energy harvesting method from a natural water motion active transducer,” Energy & Environmental Science 7, 3279 (2014). 

10. S. Y. Park, S. Kim, J. Yoo, K.-H. Lim, E. Lee, K. Kim, J. Kim, Y. S. Kim*, “Aqueous zinc ammine complex for solution-processed ZnO semiconductors in thin film transistors,” RSC Advances 4, 11295 (2014).

9. J. Ko, J. Kim, S. Y. Park, E. Lee, K. Kim, K.-H. Lim, Y. S. Kim*, “Solution-processed amorphous hafnium-lanthanum oxide gate insulator for oxide thin-film transistors,” Journal of Materials Chemistry C 2, 1050 (2013).

8. S. Y. Park, K. Kim, K.-H. Lim, E. Lee, S. Kim, H. Kim, Y. S. Kim*, “Alkali earth metal dopants for high performance and aqueous-derived ZnO TFTs,” RSC Advances 3, 21339 (2013). 

7. K. Kim, E. Lee, J. Kim, S. Y. Park, K.-H. Lim, C. Shin, Y. S. Kim*, “Interface engineering for suppression of flat-band voltage shift in the solution-processed ZnO/polymer dielectric thin film transistor,” Journal of Materials Chemistry C 1, 7742 (2013).

6. T. I. Lee, S. Lee, E. Lee, S. Sohn, Y. Lee, S. Lee, G. Moon, D. Kim, Y. S. Kim, J. M. Myoung, Z. L. Wang*, “High-power density piezoelectric energy harvesting using radially strained ultrathin trigonal tellurium nanowire assembly,” Advanced Materials 25, 2920 (2013). 

5. E. Lee, C. Kim*, “Analysis and optimization of surface plasmon-enhanced organic solar cells with a metallic crossed grating electrode,” Optics Express 20, A740 (2012).

4. E. Lee, J. Kim, C. Kim*, “Polymer tandem photovoltaic cells with molecularly intimate interfaces achieved by a thin-film transfer technique,” Solar Energy Materials & Solar Cells 105, 1 (2012).

3.  S. Y. Park, K. Kim, K.-H. Lim, B. J. Kim, E. Lee, J. H. Cho, Y. S. Kim*, “The structural, optical and electrical characterization of high-performance, low-temperature and solution-processed alkali metal-doped ZnO TFTs,” Journal of Materials Chemistry C 1, 1383 (2012).

2. Y. Ka, E. Lee, S. Y. Park, J. Seo, D.-G. Kwon, H. H. Lee, Y. Park, Y. S. Kim, C. Kim*, “Effects of annealing temperature of aqueous solution-processed ZnO electron-selective layers on inverted polymer solar cells,” Organic Electronics 14, 100 (2012).

1. S. Hong, E. Lee, C. Won*, “Magnetic stripe-bubble domain transition in 2-dimensional magnetic system,” Journal of the Korean Physical Society 53, 2479 (2008).