Christian Joseph Siose

Equipped with strong problem-solving abilities, willingness to learn, and excellent communication skills. Poised to contribute to team success and achieve positive results. Ready to tackle new challenges and advance organizational objectives with dedication and enthusiasm.

In Progress

• Siose, C. J., Han, J., Choi, K.S., Choi, B. H., & Lim, K. J. “Enhanced future TOC prediction in agricultural reservoirs using optimized machine learning and synthetic data under SSP scenarios”, Journal of Environmental Management – With Editor
• Siose, C. J., Choi, J., Han, J., & Lim, K. J. “Comparative evaluation of hyperparameter optimization using tree-based machine learning models for agricultural reservoir water level prediction”, Agricultural Water Management – With Editor

In Preparation

• Siose, C. J., Han, J., & Lim, K. J. “Enhanced future TOC prediction in agricultural reservoirs using optimized machine learning and synthetic data under SSP scenarios”

Research Reports

• Siose, C. J., Capili, N., Coritana, E., & Rosillo, S.A. “Efficiency of carbonized rice husk as water purifier in terms of pH level, conductivity, total dissolved solids and turbidity”
• Siose, C. J., Udtohan, A.R., Verona, C., & Olimpo, M. “Profile and level of academic burnout among Engineering students in Eastern Visayas State University-Tanauan Campus”

• Light & Hope Scholarship (2016 ~ 2020 / Full Waiver: Total $1,750)
• DUNGANON Scholarship(2016 ~ 2020 / Total $1,000)
• BEST-KNU Scholarship (2024-Spring / $11,000)
• Excellent Pitching Presentation Award – College of Engineering, Eastern Visayas State University (2023)
• Excellent Engineering Feasibility Studies – Tolosa, Leyte Philippines (2024)

• Siose, C. J., Han, J., Choi, K.S., Choi, B. H., & Lim, K. J. (2025). “Enhanced future TOC prediction in agricultural reservoirs using optimized machine learning and synthetic data under SSP scenarios.”, Korea Water Resource Association, 2025.05.21~2025.05.23, Oral Presentation.
• Siose, C. J., Bak, S., Han, J., Lee, S., Lee, G., & Lim, K. J. (2025). Estimating reservoir sediment retention using SWAT for sustainable dam management.”, Soil and Water Assessment Tools, 2025.06.23~2025.06.27, Oral Presentation.
• Siose, C. J., Choi, J., Jeong, Y., Han, J., & Lim, K. J. (2025). Comparative evaluation of hyperparameter optimization using tree-based machine learning models for agricultural reservoir water level prediction”, Korean society of Agricultural Engineers, 2025.10.29~2025.10.31, Oral Presentation.
• Kim, C., Choi J.Y., Siose, C.J., Han, J., Lee, B., Lim, K.J. (2025),"A Reservoir water level prediction method using inflow calculation based on water balance analysis”, Korean society of Agricultural Engineers, 2025.10.29~2025.10.31, Oral Presentation.
• Siose, C. J., We, S., Han, J., Choi, K.S., Choi, B. H., & Lim, K. J. (2025). “Projecting Future TOC in Data-Scarce Agricultural Reservoirs: A WGAN-Enhanced Framework Revealing the Importance of Dynamic Variability”, Korea Water Resource Association, 2025.11.21~2025.11.25, Poster Presentation.

• Kyoung Jae, Lim, PhD (Advisor), kjlim@kangwon.ac.kr, +82 33-250-6468, Kangwon National University, Advisor, South Korea, Professor, Department of Regional Infrastructure Engineering, Kangwon National University, South Korea.
• Jonggun, Kim, PhD, jskim@kangwon.ac.kr, +82 33-250-6461, Kangwon National University, South Korea, Associate Professor, Department of Regional Infrastructure Engineering, Kangwon National University, South Korea.
• Seoro, Lee, PhD, srlee@kangwon.ac.kr, +82 33-250-6464, Kangwon National University, South Korea, Assistant Professor, Department of Regional Infrastructure Engineering, Kangwon National University, South Korea.
• Jeongho, Han, PhD, jeonghohan24@kangwon.ac.kr, jeonghohan24@gmail.com, Kangwon National University, South Korea, Postdoctoral researcher, Department of Regional Infrastructure Engineering, Kangwon National University, South Korea.
• Vicente, Carillo Jr., PhD, vicente.carillojr@evsu.edu.ph, Eastern Visayas State University-Tanauan Campus, Philippines, Professor, Head of Engineering Department, Eastern Visayas State University-Tanauan Campus, Philippines.