Modeling Design and Optimization
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Publications
- ● Trim Loss Optimization in Paper Production Using Reinforcement Artificial Bee Colony; Fairee S., Khompatraporn C., Sirinaovakul B., et al.; 2020; Journal article
- ● TUNABLE CHARACTERISTICS OF MECHANICALLY-INDUCED LONG PERIOD FIBER GRATING; Kanon Ichige, Hideki Yokoi, Apichai Bhatranand, et al.; 2022; Poster
- ● Tunable lateral spin polarization and spin-dependent collimation in velocity-modulated ferromagnetic-gate graphene structures; Saipaopan C., Choopan W., Liewrian W.; 2021; Journal article
- ● Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning; Kanagavelu, Renuga; Li, Zengxiang; Samsudin, et al.; 2020; Conference proceedings article
- ● Validation of Perfectly Rotating Polarized Light using Sagnac Interferometry: A Comparison of Python Simulations and Machine Learning Technique; Kaewon R.; Kittawee K.; Wongbongkotpaisan J.; Bhatranand A.; 2025; Conference proceedings article
Projects
- ● An Accurate Description of Pre-Bias Space-Charge-Limited Current Measurements in Perovskite Thin Films for Accurate Charge Transport Properties: A New Machine Learning-Based Experimental-Computational Study; NON THONGPRONG - Office of the Dean
- ● Data-driven Modeling of High performance Interior Permanent Magnet Synchronous Motor using Dynamic Mode Decomposition and Uncertainty Quaitification; CHETTAPONG JANYA-ANURAK - Department of Production Engineering
- ● Natural Gas Replacement by Improving the Quality of Biogas from Municipal Solid Waste (MSW) in Micro Gas Turbine for Power Generation; AMORNRAT KAEWPRADAP - Department of Mechanical Engineering
- ● Predictive Model among Graph Configurations; PAWATON KAEMAWICHANURAT - Department of Mathematics












