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.