PhD positions in the field of Environmental Informatics & Energy Systems Engineering in South Korea

Discussion in 'Apply for PhD' started by harychampion, Sep 30, 2018.

  1. harychampion

    harychampion Thèm thuồng

    Dear everyone,
    I'm providing you detailed information for this PhD position as followed:
    - Major: Environmental Informatics & Energy Systems Engineering (EMSEL)
    - Location: Kyung Hee University (Global campus) (http://www.khu.ac.kr/eng/index.jsp)
    - Intake: Spring 2019
    - Lab Homepage: emsel.khu.ac.kr
    - Supervisor: Professor Chang Kyoo Yoo
    - Publications: ~ 220 SCI journal paper publication
    - Project description :
     Development of smart operation and management of chemical/environment/energy processes with big data, AI and machine learning
     Control and optimization : Multivariate control, cascade control, advanced feedback/feedforward control, model-based control, batch control - Process systems engineering (PSE)
     AI-Deep learning based environmental process modeling and control (DNN/RNN/CNN)
     AI-Deep reinforcement learning-based control and optimization in plants (e.g., Alpha-go, Deep Q-learning, policy gradient, A2C, Self-supervised learing)
     Reinforcement learning based optimization and set-point trajectory (e.g., Reinforcement learning)
     Deep-learning modeling (e.g., deep neural network, convolution neural network, recurrent neural network)
     Design of smart water factory and development of smart operational/management system for environment process
     Big data analytics : Statistical data analysis of energy/environment data
     Environmental process modeling and optimization
     Fault detection an diagnosis with informatics
     Indoor air quality control and optimization with AI and big data
     Cheminformatics/ecoinformatics/Energyinformatics
     Molecular modeling, 1st principle computation model, computational chemistry, computational toxicology
     Energy systems design with renewable energy (RES) with big data
     Climate change research- big data, machine learning and artificial intelligence
     Water-energy-climate nexus model with AI(Big data, Deep learning, Reinforcement Learning)
    - Projects: Korea Research Foundation (KRF, ~2022), Brain Korea 21 education program (~2020), Samsung Engineering (~2020), Samsung Display, Climate change adaption graduate program (~2024)
    - Requirements
     Background : Strong background in chemical engineering, mechanical engineering, any other (computer programming skill preferred) or computer science/electrical
    engineering or industrial engineering/statistics - Programming language (preferred) : Matlab (important tool) or python/Tensorflow for research or C/C++/C# (any) or application program for project
     Preferred knowledge : Modeling, Control, statistics, optimization, Machine learning/AI, Process systems engineering (PSE)
    - Salary & output requirements: Candidate is advised to discuss directly with Prof. Chang Kyoo Yoo about this issues.
    - Contact Info. : Please feel free to contact to Prof. Chang Kyoo Yoo
    email : ckyoo@khu.ac.kr

    Cheers.
     

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