Journal Publication
2022
Computer Vision-Assisted Investigation of Boiling Heat Transfer on Segmented Nanowires with Vertical Wettability
Lee, J.†, Suh, Y.†, Kuciej, M., Simadiris, P., Barako, M., Won, Y*.
Nanoscale, 14(36), DOI: 10.1039/D2NR02447K
Selected for Cover Art
† Contributed equally
Machine Learning Enabled Condensation Heat Transfer Measurement
Khodakarami, S., Rabbi, K. F., Suh, Y., Won, Y., Miljkovic N*.
International Journal of Heat and Mass Transfer, 194(14), DOI: 10.j.ijheatmasstransfer.2022.123016
2021
A Deep Learning Perspective on Dropwise Condensation
Suh, Y., Lee, J., Simadiris, P., Yan, Xiao., Sett, S., Li, L., Rabbi, K.R., Miljkovic, N., Won, Y*.
Advanced Science, 142(3), DOI: 10.1115/1.4046767
Highlighted in Hot Topic: Artificial Intelligence and Machine Learning
Deep Learning Predicts Boiling Heat Transfer
Suh, Y., Bostanabad, R., Won, Y*.
Scientific Reports DOI: 10.1038/s41598-021-85150-4 (https://doi.org/10.1038/s41598-021-85150-4)
2020
In situ Investigation of Particle Clustering Dynamics in Colloidal Assemblies Using Fluorescence Microscopy
Suh, Y., Gowda, H., Won, Y*.
Journal of Colloid and Interface Science. 195-202. DOI: 10.1016/j.jcis.2020.04.054
Selected for Cover Art
Multiscale Evaporation Rate Measurement Using Micro Laser Induced Fluorescence
Suh, Y., Lin, C.H., Gowda, H., Won, Y*.
Special Edition in the Journal of Electronic Packaging, 142(3), DOI: 10.1115/1.4046767
2019
The Control of Colloidal Grain Boundaries through Evaporative Vertical Self-Assembly
Suh, Y., Pham, Q., Shao, B., Won, Y*.
Small, 15(12) 1804523, DOI: 10.1002/smll.201804523
Selected for Cover Art
Capillary Wicking in Hierarchically Textured Copper Nanowire Arrays
Lee, J., Suh, Y., Dubey, P. P., Barako, M.T., Won, Y*.
ACS Applied Materials and Interfaces, 11(1), 1546-1554, DOI: 10.1021/acsami.8b14955
2018
Computers in Biology and Medicine
Suh, Y., Park, J.Y.*.
Computers in Biology and Medicine, 95, 63-74, DOI: 10.1016/j.compbiomed.201.01.014
A Paired Bead and Magnet Array for Molding Microwells with Variable Concave Geometries
Suh, Y., Park, J.Y.*.
JoVE (Journal of Visualized Experiments), 131: e55548, DOI: 10.3791/55548
Conference Publications
2020
Quach, V. N., Pham, N. Q., Han, J-H., Suh, Y., Park, J-S., Won, Y. (2020, October) Surface Engineering Through Atomic Layer Deposition on Three-Dimensionally Structured Materials. In ASME 2020 International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems. American Society of Mechanical Engineers Digital Collection.
2019
Suh, Y., Lin, C. H., Gowda, H., & Won, Y. (2019, October). Evaporation Rate Measurement at Multiple Scales Using Temperature-Sensitive Fluorescence Dyes. In ASME 2019 International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems. American Society of Mechanical Engineers Digital Collection.
Pham, Q. N., Suh, Y., Shao, B., & Won, Y. (2019, October). Boiling Heat Transfer Using Spatially-Variant and Uniform Microporous Coatings. In ASME 2019 International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems. American Society of Mechanical Engineers Digital Collection.
Presentations
2022
“Need for Speed: Digitalizing Boiling Dynamics using Deep Learning-Assisted Optical Flow”, International Conference on micro Flow and Interfacial Phenomena (μFIP), Evanston, IL, USA, 2023.
“VISIONiT: A Vision-based Framework for Nucleation Phase Change Science,” International Conference on micro Flow and Interfacial Phenomena (μFIP), Irvine, CA, USA, 2022. Keynote Presentation Award
2021
“Learning Droplets, Bubbles, and their Dynamics,” International Conference on Miniaturized Systems for Chemistry and Life Sciences (μTAS), Palm Springs, CA, USA, 2021.
“AI enables new phase change studies,” NSF JST Workshop, Virtual Conference, 2021. Best Poster Award
“Intelligent Vision Enables Data-driven Analysis for Pool Boiling,” micro Flow and Interfacial Phenomena (μFIP) Conference, Virtual Conference, Online, 2021. Keynote Presentation Award
2020
“A deep learning framework for predicting boiling heat transfer,” International Conference on Nanochannels, Microchannels, and Minichannels (ICNMM), Virtual Conference, Online, 2020.
2019
“Evaporation Rate Measurement at Multiple Scales Using Temperature Sensitive Fluorescence Dyes,” ASME International Technical Conference and Exhibition of Packaging and Integration of Electronic and Photonic Microsystems (InterPACK), Anaheim, CA, USA, 2019.
“Microstructural Patterning of Self-Assembled Colloidal Particles,” 17th International Conference on Nanochannels, Microchannels, and Minichannels (ICNMM), St. John’s, Newfoundland, Canada, 2019
“Evaporation Rate Measurement at the Submicron Level using Temperature-Sensitive Fluorescence Thermometry,” 17th International Conference on Nanochannels, Microchannels, and Minichannels (ICNMM), St. John’s, Newfoundland, Canada, 2019. Best Poster Award
“Effect of Airway Geometry on Expiratory Flow,” The Korean Society of Medical & Biological Engineering Conference, Korea University, Seoul, South Korea, 2016.