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- Improved Future Wildfire Danger Prediction using Combined Convolutional and Recurrent Neural Networks
### Refereed Journal Articles
+- T. Han, **J. Koo**, Machine Learning Based Surrogate Models for Knock Prediction in Syngas (Hâ‚‚/CO) Added SI Engine Combustion, vol. 19, 2024. [10.22728/jecc.2024.19.1.049](https://doi.org/10.22728/jecc.2024.19.1.049)
- **J. Koo**, D. Klabjan, J. Utke, An inverse classification framework with limited budget and maximum number of perturbed samples, Expert Systems With Applications, vol. 212, 2023. [10.1016/j.eswa.2022.118761](https://doi.org/10.1016/j.eswa.2022.118761)
- L. Lao, S. Kruger, C. Akcay, P. Balaprakash, T Bechtel, E. Howell, **J. Koo**, J. Leddy, M. Leinhauser, Y. Liu, S. Madireddy, J. McClenaghan, D. Orozco, A. Pankin, D. Schissel, S. Smith, X. Sun, S. Williams, and the EFIT-AI Team, Application of Machine Learning and Artificial Intelligence to Extend EFIT Equilibrium Reconstruction, Plasma Physics and Controlled Fusion, vol. 64 (7), 2022. [10.1088/1361-6587/ac6fff](https://doi.org/10.1088/1361-6587/ac6fff)
- **J. Koo**, S. Hwang, A Unified Defect Pattern Analysis of Wafer Maps Using Density-Based Clustering, IEEE Access, vol. 9, 2021, pp. 78873-78882. [10.1109/ACCESS.2021.3084221](https://doi.org/10.1109/ACCESS.2021.3084221)
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## Teaching
### Hanyang University (Ansan, Gyeonggi, South Korea)
+- Instructor, BUC9073 AI and Service Operation (Fall 2024)
- Instructor, BUS5033 Operations Management Simulation (Spring 2024)
- Instructor, BAS3003 Operations Analytics (Spring 2023, 2024)
- Instructor, KDI0003 Digital Production Management and Manufacturing (Spring 2023)
- Instructor, BUS2013 Operations Management (Fall 2022, 2023)
-- Instructor, BUS1008 Advanced Statistics for Business (Fall 2022, 2023)
+- Instructor, BUS1008 Advanced Statistics for Business (Fall 2022, 2023, 2024)
### Northwestern University (Evanston, IL, USA)
- TA/lab instructor, MSIA-423 Analytics Value Chain (Spring 2020)