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김상윤

박사 과정 (AI+Environment/TEA/LCA/ESG/반도체/Decarbonization(탈탄소), Transformer, QSAR, DAC/MOF/PSA/CCS 모델링(분

0312012124

    6김상윤, KIM SANG YOUN

    Position: Ph.D. Student

    Education:

    - 2015.03  ~  2019.02 KyungHee University  (BS - Environmental Engineering)
    - 2021.09  ~  2023.08  KyungHee University  (MSc - Environmental Engineering)

    - 2023.09  ~  till date  KyungHee University  (Ph.D.  - Environmental Engineering)

    Research Area:환경시스템공학, 인공지능, 자율운전, Software, Smart Data Analytics, AI/Big data application, Deep learning/Reinforcement Learning, 기후변화 지능화, 기술경제성평가(TEA), 환경전과정평가(LCA), 반도체/디스플레이 배기/그린, ESG, GIS-informed Model, DAC/MOF/PSA/CCS 모델링(분자/포집/흡착/탈착/탄소 in-house모델링)

    석사: 신재생에너지와 바이오조류 에너지 전환 모델링 : 공정설계/최적계획/전과정 평가, Computational toxicology(TRANSFORMER, QSPR)

    email: tkddbs5234@naver.com  / tkddbs5234@khu.ac.kr

     

    Selected Publications:

    INTERNATIONAL JOURNAL (SCI/SCIE)

    1.        SangYoun Kim, SungKu Heo, KiJeon Nam, TaeYong Woo and ChangKyoo*, Flexible renewable energy planning based on multi-step forecasting of interregional electricity supply and demand: Graph-enhanced AI approach, Energy (ISSN: 0360-5442, SCI, Top 5% journal - THERMODYNAMICS), Elsevier, (), pp.- (2023.08) (Ack 2NRF중견2021R1A2C2007838, BK21)

    2. SangYoun Kim*Shahzeb Tariq*, SungKu Heo, ChangKyoo Yoo*Explainable attention-based structure to toxicity QSAR model for human health risk assessment of hazardous chemicals, Chemosphere, Elsevier, (), pp.- (2023.12)

    3. TaeYong Woo+ , KiJeon Nam+, SungKu Heo, Juin Yau Lim, SangYoun Kim, and ChangKyoo Yoo*, Predictive maintenance system for membrane replacement time detection using AI-based functional profile monitoring: Application to a full-scale MBR plant, Journal of Membrane Science (ISSN: ISSN: 0376-7388, IF=8.7, JCR JCR Top 3.4%), pp.(2022.5)  (Editor’s choice-Cover paper)

    4. ​Abdulrahman H. Ba-Alawi+ , Jorge Loy-Benitez+ , SangYun KimChangKyoo Yoo*, Missing data imputation and sensor self-validation towards a sustainable operation of wastewater treatment plants via deep variational residual autoencoders, Chemosphere

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우태용

석박사 통합과정 (AI+Environment/MBR/Decarbonization(탈탄소)/LLM/Gen AI

0312012124
    Name태용, Taeyong Woo
    Position: 석박사통합과정
    Education:
    - 2012.09  ~  2017.12  State University of New York - Environmental Science and Forestry  (BS - Environmental Science)
    - 2020.09  ~  till date   KyungHee University  (MS/PhD combined - Environmental Engineering)
     
    Research Area: 환경정보학, 인공지능, 강화학습, 미세먼지, 실내공기질, 에너지

    INTERNATIONAL JOURNAL (SCI/SCIE)

    Publication list (SCI/SCIE)

    1. TaeYong Woo+ , KiJeon Nam+, SungKu Heo, Juin Yau Lim, SangYoun Kim, and ChangKyoo Yoo*Predictive maintenance system for membrane replacement time detection using AI-based functional profile monitoring: Application to a full-scale MBR plant, Journal of Membrane Science (ISSN: ISSN: 0376-7388, IF=8.7, JCR JCR Top 3.4%), 649(5), pp.120400 (2022.5) (Editor’s choice-Cover paper)

    ​2. TaeYong Woo+, A.S. Tayerani Charmchi+, Pouya Ifaei+, SungKu Heo, KiJeon Nam, ChangKyoo Yoo*, Three energy self-sufficient networks of wastewater treatment plants developed by nonlinear bi-level optimization models in Jeju IslandJournal of Cleaner Production (ISSN:0959-6526, SCIE, Top 10% journal:Engineering Civil), Elsevier, 379(11), pp.134465 (2022.11) 

    3. KiJeon Nam , Qian Li , SungKu Heo, Shahzeb Tariq, Jorge Loy-Benitez, TaeYong Woo, and ChangKyoo Yoo* , Inter-regional multimedia fate analysis of PAHs and potential risk assessment by integrating deep learning and climate change scenarios, Journal of Hazardous Materials (ISSN:0304-3894, SCIE, TOP 3% journal: Environmental Science) (2021.06) Elsevier, 411(6), pp.125149 (Ack: 2017R1E1A1A03070713 & Graduate School specialized in Climate Change).
    4. Jorge Loy-Benitez, Usman Safder, Hai-Tra Nguyen, Qian Li, TaeYong Woo, ChangKyoo Yoo* , Techno-economic assessment and smart management of an integrated fuel CV – ChangKyoo Yoo 50 cell-based energy system with absorption chiller for power, hydrogen, heating, and cooling in an electrified railway network, Energy (ISSN: 0360-5442: SCIE, TOP 5%: Thermodynamics), 233(10), pp.121099 (2021.10). (Ack: NRF-2021R1A2C2007838/Graduate school specialized in Climate Change & Fine Dust Reduction Technology (21QPPW-B152306-03)
    5. 

    DOMESTIC JOURNALS
    1. 허성구+정찬혁+이나희심예림우태용김정인유창규*첨단 전자산업 폐수처리시설의 Water Digital Twin(II): e-ASM 모델 보정수질 예측공정 선택과 설계 (Water Digital Twin for high-tech electronics industrial wastewater treatment system (II): e-ASM model calibration, effluent prediction, process selection, and design, Clean Technology(청정기술) (ISSN:1598-9712한국연구재단 등재학술지), (), -  (Ack: NRF2021-중견연구) (2022.1)

    Patents :

    1. 발명인명유창규우태용남기전, 출원인 명칭: 인공지능 기반 막 수명 진단방법막 교체 시기 파악을 위한 예측유지 관리방법 및 시스템 (Predictive maintenance system for membrane replacement time detection using AI-based functional profile monitoring), 출 원 번 호: 10-2022-0030740출 원 일 자 2022-03-11 (Ack: NRF2021R1A2C2007838​) 
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김민한

박사 과정 (AI+Environment/다채널수질센서/소프트센서)

    Name: 김민한, MinHan Kim

      

    Position: 박사과정, Ph.D. student

     

    Education:

    학사 :  경희대학교 환경학  환경공학과, 2008.02

    석사 :  경희대학교 환경응용과학과, 2010.02

    박사: 2020.3 ~ till date. KyungHee University, Environmental Eng., Ph. D. student

     

    Research Area: TBD, 환경시스템, 하수처리장모델링/최적화, 상수관망, GIS, 총질소/총인 소프트센서, AI응용

     

    E-mail: 83mhkim@gmail.com

     

    INTERNATIONAL JOURNAL (SCI/SCIE)

    Publication list (SCI/SCIE)

    1.      MinHan Kim, A. Seshagiri Rao, ChangKyoo Yoo, Dual Optimization Strategy for N and P Removal in a Biological Wastewater Treatment Plant, Industrial & Engineering Chemistry Research, 48(13), pp. 6363?6371 (2009.07.01)

    2.      Min-Han Kim, ChangKyoo Yoo, Multivariate monitoring for time-derivative non-Gaussian batch process, The Korean Journal of Chemical Engineering, 25(5), pp.947-954 (2008.09.30)

    3.      M.H. Kim, Y.S. Kim, A. A. Prabu and C.K. Yoo, A Systematic Approach of Data-Driven Modeling and Soft Sensing in a Full-scale Plant, Water Science and Technology, 60(2), pp.363-370 (2009.08.01)

    4.      ChangKyoo Yoo and MinHan Kim, Industrial experience of process identification and set-point decision algorithm in a full-scale treatment plant, J. Environmental Management, 90(8), pp.2823-2830 (2009.11.01)

    5.      Y.S. Kim, M.H. Kim, C.K. Yoo, A New Statistical Framework for Parameter Subset Selection and Optimal Parameter Estimation in the Activated Sludge Model, Journal of Hazardous Materials (2010.07) (in press)

    6. MinHan Kim, YoungSu Kim, JungJin Lim, Jeung-Tae Kim, SuWhan Sung and ChangKyoo Yoo, Data-Driven Prediction Model of Indoor Air Quality in an Underground Space, Korean J. of Chemical Engineering28(1), pp. -, (2011.01.01)

    7. Abdulrahman H. Ba-Alawi, SungKu Heo, Hanaa Aamer, Roberto Chang, TaeYong Woo, MinHan Kim, ChangKyoo Yoo*Development of transparent high-frequency soft sensor of total nitrogen and total phosphorus concentrations in rivers using stacked convolutional auto-encoder and explainable AIJournal of Water Process Engineering (ISSN: 2214-7144, SCIE, JCR TOP 10%: Water Resources), Elsevier, (), pp. (2023.3) 

     

    Domestic Journals

    1. 김민한유창규모델링 기법을 이용한 하폐수처리 공정 설계와 환경성  경제성 평가화학공학, 46(3), pp.610-618 (2008.06.30)

    2. 김용수, 김현주이인범유창규워터핀치기술을 이용한 생태산업단지  기업간 용수 재이용망 최적화제어×로봇×시스템공학 논문지, 14(11), pp.1165-1173 (2008.11.01)

    3. 이원영김민한김영황이인범유창규가중유출수질지표를 이용한 활성오니공정모델의 민감도 분석과 매개변수 보정제어×로봇×시스템공학 논문지, 14(11), pp.1174-1179 (2008.11.01), 17 과학기술우수논문상과학기술단체총연합회(과총), 인천송도 컨벤시아 (2009.07.07)

    4.김민한유창규실규모 하수처리공정에서 동력학적 동특성에 기반한 인공지능 모델링  예측기법제어×로봇

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정찬혁

석사과정 (AI+Environment/안전/반도체/QSAR/Decarbonization(탈탄소)/AD소화조제어/TN소프트센서/Water자율설계

031-201-2124

    Name: 정찬혁, JEONG CHAN HYEOK

    Positions: Master's Student

    Eduation:

    - 2017.03 ~ 2023. 02 KyungHee University (BS – Environmental Engineering)

    - 2023.03 ~ till date KyungHee University (MSc – Environmental Engineering)

     

    Research Area: 환경시스템공학, 자율운전, Software, Smart Data Analytics, Environmental Informatics, AI-Autonomous operation system,​ Artificial Intelligence for Environment System, Deep reinforcement learning-based monitoring, control and optimization, QSAR/Risk assessment, Dynamic programming, Iterative PID control, Advanced control, LCA, 반도체/디스플레이 배기/그린/안전, 

     AD소화조 제어/TN_TP소프트센서/Water자율설계

     

    Selected Publications:

    INTERNATIONAL JOURNAL (SCI/SCE)

    1. SungKu Heo, Jaerak Ko , SangYoun Kim, Chanhyeok Jeong, Soonho Hwangbo**ChangKyoo Yoo*, Explainable AI-driven net-zero carbon roadmap for petrochemical industry considering stochastic scenarios of remotely sensed offshore wind energyJournal of Cleaner Production (ISSN:0959-6526, SCIE, Top 10% journal:Engineering Civil), 379(2), pp.134793​ (2022.12)

    2.

     

    INTERNATIONAL CONFERENCES

    1.

    2.

     

    DOMESTIC JOURNALS

    1. 심예림+, 이나희+, 정찬혁, 허성구, 김상윤, 남기전, 유창규*, 첨단 전자산업 폐수처리시설의 Water Digital Twin(I): e-ASM 모델 개발과 Digital Simulation 구현 (Water Digital Twin for high-tech electronics industrial wastewater treatment system (I): e-ASM development and digital simulation implementation, Clean Technology(청정기술) (ISSN:1598-9712, 한국연구재단 등재학술지), (), -  (Ack: NRF2021-중견연구) (2022.1)    

     

    2. 허성구+, 정찬혁+, 이나희, 심예림, 우태용, 김정인, 유창규*, 첨단 전자산업 폐수처리시설의 Water Digital Twin(II): e-ASM 모델 보정, 수질 예측, 공정 선택과 설계 (Water Digital Twin for high-tech electronics industrial wastewater treatment system (II): e-ASM model calibration, effluent prediction, process selection, and design, Clean Technology(청정기술) (ISSN:1598-9712, 한국연구재단 등재학술지), (), -  (Ack: NRF2021-중견연구) (2022.1)

    3. 정찬혁*김상윤*허성구, Shahzeb Tariq, 신민혁유창규*3D 프린팅 소재 화학물질의 독성 예측을 위한 Data-centric XAI 기반 분자 구조 data imputation QSAR 모델 개발 (Data-centric XAI-driven Data Imputation of Molecular Structure and QSAR Model for Toxicity Prediction of 3D Printing Chemicals), Korean Chemical Engineering Research(HWAHAK KONGHAK) (ISSN: 0304-128X, 학진등재/Scopus), 61(4), pp.523-541 (2023.11) 

     

    DOMESTIC CONFERENCES

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    2.

     

    PATENT APPLICATION (특허출원)

    1.

    2.

     

    PATENT REGISTRATION (특허출원)

    1.

    2.

     

    PROGRAMS REGISTRATION (프로그램 등록)

    1.

    2.​ ​  

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송희주

    Name: 송희주

    Positions: MSc Student (석사 과정)

    Eduation: 

    -학사: 세종대학교 에너지환경공학과 ​졸업​ (2021. 02), 취업(~23.07)​

    -석사 : 경희대학교 환경응용과학과, Integrated Engineering, 2023.09 ~ till date​ ​

     

    Research Area: 환경시스템공학, 아나목스/소화조 모델링/제어/최적화, 소화조 리트로핏/upcycling/기술경제성평가(TEA​), 전과정평가(LCA​), Decarbonization(탈탄소)

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양지윤

학석사 연계과정 (AI+Environment/MOF/Hydrogen/XAI/Decarbonization(탈탄소)

0312012124

    Name: 양지윤, 

    Positions: Integrated BSc-MSc's Student (학석사 연계과정)

    Eduation:

    - 2021.03 ~ 2024. 08 KyungHee University (BS – Environmental Engineering)

    - 2024.09 ~ till date KyungHee University (MSc – Environmental Engineering)

     

    Email: ​doraking115@khu.ac.kr / doraking115@naver.com

     

    Research Area: 환경시스템공학, 환경 AI, AI + Environment 

     

    Selected Publications:

     

    INTERNATIONAL JOURNAL (SCI/SCE)

    1. 

    2.

     

    INTERNATIONAL CONFERENCES

    1.

    2.

     

    DOMESTIC JOURNALS

    1. 

     

    DOMESTIC CONFERENCES

    1.

    2.

     

    PATENT APPLICATION (특허출원)

    1.

    2.

     

    PATENT REGISTRATION (특허출원)

    1.

    2.

     

    PROGRAMS REGISTRATION (프로그램 등록)

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    2.​ ​   

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Abdulrahman H. Ba Alawi

    Name: Abdulrahman H. Ba Alawi

     

    Position: PhD Student

    Research Interest: AI/MBR/Sensor Validation/ /Reinforcement Learning/ Energy systems/ Renewable energy.

    Education:
    - 2012.09 - 2017.09: Cairo University, Egypt (BSc. Chemical Engineering)
    - 2018.09 - 2020.09: KHU, South Korea (MSc. Environmental Engineering)
    - 2020.9 ~ till to date (PhD. Integrated Engineering)

    -Email: abdulrahman.baalwi@gmail.com

    INTERNATIONAL JOURNAL (SCI/SCIE)
    1. Abdulrahman H. Ba-Alawi, Pouya Ifaei, Qian Li , KiJeon Nam, Messaoud Djeddou, ChangKyoo Yoo*, Process Assessment of a Full-scale Wastewater Treatment Plant Using Reliability, Resilience, and Econo-Socio-Environmental Analyses (R2ESE), Process Safety and Environmental Protection (ISSN: 0147-6513, SCI, Top 15%:TOP15% ENGINEERING, ENVIRONMENTAL), Elsevier, 133(1), pp. 259–274; DOI (2020.01).
    2. JunKyu Park, Pouya Ifaei, Abdulrahman H. Ba-Alawi, Usman Safder and ChangKyoo Yoo. Hydrogen Production through the Sulfur-Iodine Cycle Using a Steam Boiler Heat Source for Risk and Techno-Socio-Economic Cost (RSTEC) Reduction. International Journal of Hydrogen Energy (SCI, ISSN: 28, SCI, Top20%), Elsevier, pp. 14578-14593 (2020.5).   
    3.  Abdulrahman H. Ba-Alawi+, Paulina Vilela+, Jorge Loy-Benitez, SungKu Heo, ChangKyoo Yoo*, Intelligent sensor validation for sustainable influent quality monitoring in wastewater treatment plants using stacked denoising autoencoders, Journal of Water Process Engineering (ISSN: 2214-7144, SCIE, JCR TOP 10%: Water Resources), 43(10), pp.102206, (2021.10)
    4.  Abdulrahman H. Ba-Alawi, Jorge Loy-Benitez, SangYun Kim, ChangKyoo Yoo*, Missing data imputation and sensor self-validation towards a sustainable operation of wastewater treatment plants via deep variational residual autoencoders, Chemosphere (ISSN: 0045-6535SCIE, JCR TOP 12%), 288(3), pp.132647 (2022.2)
    5. Abdulrahman H. Ba-Alawi, KiJeon Nam, SungKu Heo, TaeYong Woo, Hanaa Aamer​, and Chang Kyoo Yoo*, Explainable multisensor fusion-based automatic reconciliation and imputation of faulty and missing data in membrane bioreactor plants for fouling alleviation and energy saving, Chemical Engineering Journal (IF>16.4, JCR TOP 3% journal/Top 1 journal-Chemical Engineering)​ (2023.1)
    6. Abdulrahman H. Ba-Alawi, SungKu Heo, Hanaa Aamer, Roberto Chang, TaeYong Woo, MinHan Kim, ChangKyoo Yoo*Development of transparent high-frequency soft sensor of total nitrogen and total phosphorus concentrations in rivers using stacked convolutional auto-encoder and explainable AIJournal of Water Process Engineering (ISSN: 2214-7144, SCIE, JCR TOP 10%: Water Resources), Elsevier, (), pp. (2023.3) 
     ​
     
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Shahzeb Tariq

Combined student of MSc-Ph.D

    Name: Shahzeb Tariq

    Position: Combined student of MSc-Ph.D

    Research interest: AI/IAQ/OAQ/ Prediction model/ Autonomous control/ Sustainable energy systems/Process integration

    Email: shahzebtariq@gmail.com

    Education:
    2010.02-2014.06: COMSATS, Pakistan (BSc. Chemical Engineering)
    2019.02~till date (Combined MSc/PhD, Environmental Engineering)

    Selected Publications:
    INTERNATIONAL JOURNAL (SCI/SCIE)
    1. Shahzeb Tariq, Usman Safder, andChangKyoo Yoo*,Exergy-based weighted optimization and smart decision-making for renewable energy systems considering economics, reliability, risk, and environmental assessments,Renewable and Sustainable Energy Reviews(ISSN:1364-0321,SCI, IF=14.9, Top 1 journal-green&sustainable science & technology),(2022.04)
    2. Shahzeb Tariq, Jorge Loy-Benitez, KiJeon Nam, Gahye Lee, MinJeong Kim, DuckShin Park, ChangKyoo Yoo*, Transfer learning driven sequential forecasting and ventilation control of PM2. 5 associated health risk levels in underground public facilities, Hazardous Materials, ISSN: 0304-3894, Top2%, ENVIRONMENTAL SCIENCES, Elsevier, 406 (), pp. 124753 (2021.3)
    3. Shahzeb Tariq+, Jorge Loy-Benitez+, KiJeon Nam, Sungku Heo, ChangKyoo Yoo*, Energy-efficient time-delay compensated ventilation control system for sustainable subway air quality management under various outdoor conditions, Building and Environment (ISSN: 0360-1323, SCIE, Top 2% journal: Civil Eng.), Elsevier, 174 (), pp. 106775 (2020.05)
    4. Shahzeb Tariq+ , Usman Safder+ , Hai Tra Nguyen, Pouya Ifaei, SungKu Heo and ChangKyoo Yoo* , A novel solar assisted multigeneration system devoid of external utilities for drought adaptation considering water-exergy nexus analysis, Applied thermal engineering (ISSN: 1359-4311, SCI, IF=5, Top 10% journal – MECHNICS), Elsevier, 198(11), pp.117500 (2021.11)
    5. Jorge Loy-Benitez+, Shahzeb Tariq+, Hai Tra Nguyen, Usman, KiJeon Nam , ChangKyoo Yoo, Neural circuit policies-based temporal flexible soft-sensor modeling of subway PM2.5 with applications on indoor air quality management, Building and Environment (ISSN: 0360-1323, SCIE, Top 5% journal: Construction & Building), Elsevier, 207(1), pp.108537 (2022.1)

    Award:
    -우수논문상, Shahzeb Tariq, 다양한 유독 가스 MOF 흡착 매카니즘 해석을 위한 MOF database 분자설명자와 화학 구조 multivariate analysis 및 property 예측 QSPR 모델, 2019 년 대한환경공학회 국내학술대회 초록집, Poster presentation, 부산 Bexco, p.317-318, (2020.11.13) (2019 국내/국제학술대회 우수논문상) 
    -SDEWES2021-best paper award (Top 1st), S. Tariq, U. Safder, S. Heo, C. Yoo* , A multiobjective optimization approach to design an integrated renewable energy system including exergorisk and reliability characteristics for sustainable operation, 16th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES2021), Dubrovnik, Croatia (2021.10.10-15
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Mohammad Moosazadeh

Ph.D. Student

+821037361987

    Name: Mohammad Moosazadeh

     
    Position: PhD student
     
    Research Interest : Carbon capture and storage, Enhanced Oil Recovery using CO2, ​AI application, Machine learning, Big data analysis​.

    email : m.moosazadeh@gmail.com// moosazadeh@khu.ac.kr
     
    Education:

    - 2021.03 ~ till date Kyung Hee University (Ph. D Environmental engineering)​
    - 2019.9 ~ 2020.12 Ajou University, Suwon (MSc:​ Energy Science and Policy​)
    - 2010.9 ~ 2012.12 Sharif University of Technology, Tehran, Iran (MSc: Chemical engineering)​
    - 2006.9 ~ 2010.09 Isfahan University of Technology, Isfahan, Iran (MSc: Chemical engineering)​​

    Selected Publications:

    1. Mohammad Moosazadeh,​ Amir Saman Tayerani Charmchi, Pouya Ifaei, Vahid Taghikhani, Rouzbeh G. Moghanloo, ChangKyoo Yoo*, Flare-to-Hydrogen in Oil and Gas Industries: Techno-Economic Feasibility of a Net-Negative Alternative, Energy Conversion and Management (ISSN: 0196-8904, JCR TOP 2% journal), Elsevieer, 300(1), pp.117926​ (2024.01) 
    2. Mohammad Moosazadeh+, Shahzeb Tariq+, Usman Safder+, and ChangKyoo Yoo*, Techno-economic feasibility and environmental impact evaluation of a hybrid solar thermal membrane-based power desalination system, Energy (ISSN: 0360-5442, SCI, Top 5% journal - THERMODYNAMICS), Elsevier, 278(9), pp. 127923 (2023.09)
    ​3. Bahareh Esteki, Mahmood Masoomi*, Mohammad Moosazadeh, ChangKyoo Yoo*, Data-Driven Prediction of Janus/Core-Shell Morphology in Polymer Particles: A Machine learning Approach, Langmuir(ISSN:0743-7463, SCIE), American Chemical Society(ACS), 39(3), pp.4943-4958 (2023.3)
    4. Mohammad Moosazadeh, Pouya Ifaei, Amir Saman Tayerani Charmchi , Somayeh Asadi,  and ChangKyoo Yoo*A machine learning-driven spatio-temporal vulnerability appraisal based on socio-economic data for COVID-19 impact prevention in the U.S. countiesSustainable Cities and Society(ISSN: 2210-6707, SCI, Top 10% journal –Construction and Building), Elsevier, 83(8), pp.103990 (2022.8)

    INTERNATIONAL JOURNAL (SCI/SCIE)​

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Vahid Ghorbani

Combined student of MSc-Ph.D

031-201-2124

    Name:  Ghorbani Vahid

    Position: Combined student of MSc-Ph.D

    Research Interest:  Smart Systems/ Machine Learning/ Digital Twin/ Reinforcement Learning/ Data Science


    email: vahidg38@gmail.com


    Education:

    - 2014.09 – 2020.09:  AmirKabir University of Technology (Tehran Polytechnic), (BSc.) Computer Engineering​, Iran 

     (BSc Thesis: Real-Time Car License Plate Recognition in Smart Parking Syste)

    - 2022.03 ~ till date:   KyungHee University  (MS/PhD combined - Integrated Engineering@ Dept of Applied Environment)

     

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Israel Ayodamola Bayode

Ph.D. Student

    Research Interests: AI + X (Energy, Environment, …), Data Science, Reinforcement Learning, Machine Learning, Deep Learning, Robotic Process Automation, Software Engineering

     

    Education:

    • 2010 – 2014: Bachelor of Science (Hons.) in Mathematics, Department of Mathematics, University of Ibadan

    BSc Project: Advantages of Project Evaluation Review Technique (PERT) over Critical Path Method (CPM) in Project Planning

    • 2016 – 2018: Master of Science in Mathematics, Department of Mathematics, University of Ibadan

    MSc Thesis: Pricing and Managing Swing Options in Energy Market

        • 2022 – till date: Ph.D. in Integrated Engineering [AI + X], EMSEL, KyungHee University 

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Usama Ali

Combined student of MSc-Ph.D

    Research Interest:  Smart Systems/ Machine Learning/ Digital Twin/ Reinforcement Learning/Data Science

    Education:

    - 2016.02 – 2020.11: (BE) Electronics Engineering IQRA University Karachi, Pakistan  

     Bachelors Thesis: Foldimate (cloth folding and pressing machine) and AI based humanoid Robot 

     - 2022.09 ~ till date:   KyungHee University  (MS/PhD combined - Integrated Engineering @ Dept of Applied Environment)

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Mahmoud Kiannejad Amiri

      Research interest:

      Nanomaterials, Nanofluid, Nanoscience, Wastewater, Environmental, Modeling, Optimization

       

      Education:

      - 2015.09 – 2018.12, University of Science and Technology of Mazandaran, Behshahr, Iran (Master of Chemical Engineering)

      - 2010.09 – 2014.09, Shomal University, Amol, Iran (Bachelor of Chemical Engineering)

       

      Selected Publications:

       

      1. Mahmoud Kiannejad Amiri, Seyed Peiman Ghorbanzade Zaferani, Mohammad Reza Sarmasti Emami, Sasan Zahmatkesh, Ramin Pourhanasa, Sina Sadeghi Namaghi, Jiří Jaromír Klemeš, Awais Bokhari, Mostafa HajiaghaeiKeshteli, Multi-objective optimization of thermophysical properties GO powders-DW/EG Nf by RSM, NSGA-II, ANN, MLP and ML, Energy (ISSN: 1873-6785, Volume 280, 1 October 2023, 128176)

      2. Mahmoud Kiannejad Amiri, Sasan Zahmatkesh, Mohammad Reza Sarmasti Emami, Awais Bokhari, Curve fitting model of Polycarbonate Al2O3-nanoparticle membranes for removing emerging contaminants from wastewater: Effect of temperature and nanoparticles, Chemosphere (ISSN: 1879-1298, Volume 322, May 2023, 138184)

      3. Seyed Peiman Ghorbanzade Zaferani, Mahmoud Kiannejad Amiri, Ali Akbar

      Amooey, Computational AI to predict and optimize the relationship between dye removal efficiency and Gibbs free energy in the adsorption process utilizing TiO2/chitosan-polyacrylamide composite, International Journal of Biological Macromolecules (ISSN: 0141-8130), (Volume 264, Part 2, April 2024, 130738)

      4. Seyed Peiman Ghorbanzade Zaferani, Mahmoud Kiannejad Amiri, Mohammad Reza Sarmasti Emami, Sasan Zahmatkesh, Mostafa HajiaghaeiKeshteli, Hitesh Panchal, Prediction and optimization of sustainable fuel cells behavior using artificial intelligence algorithms, International Journal of Hydrogen Energy (ISSN: 1879-3487), (Volume 52, Part D, 2 January 2024, Pages 746-766)

       

     

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Reza Farahmandpour

    Education:

    - 2018.09 ~ 2021.02 Isfahan University of Technology (Master’s Degree: Process Design, Chemical engineering)

    - 2014.09 ~ 2018.07 Semnan University (Bachelor's Degree: Chemical engineering)​​

     

    Selected Publications:

    1. Farahmandpour, R., Karimi, K., Denayer, J.F. and Shafiei, M., 2022. Innovative biorefineries for cleaner waste textile management towards circular economy: Techno-economic analysis. Journal of Cleaner Production, 378, p.134500. 

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