Journal

[24] S. Shin, Y. Shin, N. Rasheed, and S. H. Tawfick, "Shape-Morphing Structure Manufacturing via Frontal Polymerization”, In preparation

[23] S. Shin, J. J. Kouzmanoff, S. S. Shah, R. Chauhan, and S. H. Tawfick, "Energy-Reusable Multi-Cycle CFRP Manufacturing via Frontal Polymerization”,  In preparation

[22] N. Rasheed, S. Shin, T. C. Price, Z. Zheng, L. Shanmugam, M. Zakoworotny, P. Wang, P. H. Geubelle, N. R. Sottos, J. W. Baur, and S. H. Tawfick "A Novel Mechanical-Chemical System for In-Space Manufacturing of Composite Longerons via Frontal Polymerization”,  npj Advanced Manufacturing (special session: In-space manufacturing), under review

[21] S. Shin, I. Wu, T. C. Price, J. J. Kouzmanoff, N. Rasheed, M. Zakoworotny, J. W. Baur, N. R. Sottos, P. H. Geubelle, and S. H. Tawfick, "Trade-off Between Curing Energy and Rate in Incremental Composite Manufacturing by Frontal Polymerization”,  Composites Part A: Applied Science and Manufacturing, 207, 109834 (2026)

[20] K. Baek†, S. Shin†, M. Kim, J. Oh, YB. Kim, MD. K, and H. So, "Rapid and Precise Geometric Measurement of Injection-Molded Axial Fans Using Convolutional Neural Network Regression", Advanced Intelligent Systems, 8, 2500364 (2026)

[19]  S. Shin†, K. Baek†, and H. So, "Rapid prediction of local mean age of air for energy-efficient ventilation systems using permutation feature importance", International Journal of Energy Research, 2025, 3878472 (2025) (IF 4.2, JCR 1.2%)

[18] S. Shin†, K. Baek†, J. Oh, YB. Kim, MD. Kim, and H. So, "Recent developments of in-situ process and in-line quality monitoring in injection molding using intelligent sensors", Sensors and Actuators A: Physical, 383, 116248 (2025) 

[17] S. Shin, S. Park, and H. So, "Improved monitoring of wind speed using 3D printing and data‐driven deep learning model for wind power systems", International Journal of Energy Research, 2024, 1119181 (2024) (IF 4.2, JCR 1.2%)

[16]  S. Shin, K. Baek, Y. Choi, and H. So, "Utilization of machine learning techniques in hot-film based airflow rate sensors for improving flow measurement", Advanced Intelligent Systems, 6, 2300711 (2024) 

[15]  S. Shin†, S. Park†, A. Toor, and H. So, “Heating performance, fabrication, and characterization of functional electrothermal heaters built from cellulose”, Cellulose, 30, 6119-6147 (2023) (IF 5.7, JCR 2.4%) 

[14]  S. Shin, K. Baek, and H. So, “Rapid monitoring of indoor air quality for efficient HVAC systems using fully convolutional network deep learning model”, Building and Environment, 234, 110191 (2023) (IF 7.4, JCR 4.0%) 

[13] K. Baek, S. Shin, and H. So, “Decoupling thermal effects in GaN photodetectors for accurate measurement of ultraviolet intensity using deep neural network”, Engineering Applications of Artificial Intelligence, 123, 106309 (2023) (IF 8.0, JCR 10.0%) 

[12]  S. Shin†, M. Kwon†, S. Kim, and H. So, "Prediction of equivalence ratio in combustion flame using chemiluminescence emission and deep neural network", International Journal of Energy Research, 2023, 1-10 (2023) (IF 4.6, JCR 1.5%) 

[11]  S. Shin, B. Ko, and H. So, “Structural effects of 3D printing resolution on the gauge factor of microcrack-based strain gauges for health care monitoring”, Microsystems & Nanoengineering 8, 1-10 (2022) (IF 7.9, JCR 2.4%) 

[10] S. Shin, B. Ko, and H. So, “Noncontact thermal mapping method based on local temperature data using deep neural network regression”, International Journal of Heat and Mass Transfer 183, 122236 (2022) 

[9]  S. Shin, G. Park, WY. Kim, and H. So, "A Hybrid Fabrication Technique of Capacitive Flow Meters Using Three-Dimensional Printing for Rectifying Airflows", IEEE Access 10, 45073-45079 (2022) 

[8]  B. Ko, S. Shin, and H. So, “Flexible and cracked polymer membrane for thermal-expansive reversible fuses using three-dimensional groove patterns”, Express Polymer Letters 16, 694-704 (2022)

[7]  S. Shin and H. So, “Time-dependent motion of 3D-printed soft thermal actuators for switch application in electric circuits”, Additive Manufacturing 39, 101893 (2021) (IF: 11.0, JCR 9%) 

[6] S. Shin†, H. Lee†, and H. So, “Photocurrents recovery in GaN UV sensors using microheaters at low temperatures”, IEEE Access 9, 54184-54189 (2021) 

[5]  S. Shin and H. So, “Effect of 3D printing raster angle on reversible thermo-responsive composites using PLA/paper bilayer”, Smart Materials and Structures 29, 105016 (2020)

[4]  S. Shin, J. Sung, and H. So, “Facile method for reducing decay time in GaN-based ultraviolet photodetector using microheater”, Sensors and Actuators A: Physical 309, 112009 (2020) 

[3]  S. Shin, B. Kang, and H. So, “Dual-surface lens with ring-shaped structures for optical tuning of GaN ultraviolet photodetectors at low temperature”, Sensors and Actuators A: Physical 303, 111783 (2020) 

[2]  S. Shin and H. So, “Facile Enhancement of Optical Sensitivity in GaN Ultraviolet Photodetectors by Using In-Situ Plano-Convex Polymer Lens”, IEEE Sensors Journal 20, 4164-4170 (2020) 

[1]  S. Shin, J. Sung, H. Jeon, and H. So, “Maskless microfabrication of nanowire-decorated porous membrane for rapid purification of contaminated water”, The International Journal of Advanced Manufacturing Technology, 104, 3027-3033 (2019)