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Machine Intelligence Laboratory is a passionate research group established in 2018 in Soonchunhyang University. Our aim is to make everything intelligent, so our researches are focused on Deep Learning / Machine Learning and their Applications to Self Driving, Vehicle Data Analysis and Medical AI.
We are looking for self motivated M.S./Ph.D. Candidates and Post Doc. who are interested in our research area. So, if you want to join our research group, feel free to contact our M.I. lab, tu.milab2025@gmail.com /skpark@tukorea.ac.kr
Lab News!
(2026.1) Our new paper titled "Can Domain Knowledge Make Deep Models Smarter? Expert-Guided PointPillar (EG-PointPillar) for Enhanced 3D Object Detection" was accepted for publication to Journal of Computers, Materials & Continua(SCIE).
(2026.1) Our new paper titled "Multi-Objective Energy Management for an Integrated Energy System With Small Modular Reactors Considering Uncertainty" was accepted for publication to Journal of International Journal of Energy Research(SCIE).
(2026.1) Our new paper titled "Development Virtual Sensors for Vehicle In-Cabin Temperature Prediction Using Deep Learning" was accepted for publication to Journal of applied sciences(SCIE).
(2025.9) Our new paper titled "The Utility of Mesenteric T1 Mapping on MR Enterography in Crohn’s Disease: A Preliminary Study" was accepted for publication to Journal of diagnostics(SCIE).
(2025.9) We started a new research project titled "소리인식 기반 주행환경 인식 기술 개발" with Hyundai Motors Company. Thank you for funding!
(2025.5) We started a new research project titled "차량 빅데이터 통계 분석 기술 검증 및 활용 분야 확대를 위한 빅데이터 분석 기술 및 프로그램 개발" with Hyundai Motors Company. Thank you for funding!
(2025.4) We started a new research project titled "AI 기반 환경인식 기술 고도화 개발" with Hyundai Rotem Company. Thank you for funding!
(2025.4) We started a new research project titled "딥러닝 기반 자동차 제동 시스템 이상 탐지 및 원인 분석 자동화 기술 개발 " with HL Mando. Thank you for funding!
(2025.3) Sangjun Park, Anhyo Geon Seonguk Hyeon and Taehan Kim have joined our lab. as M.S. candidates. Welcome!
(2025.3) We started a new research project titled "Incabin room 모니터링을 위한 단안카메라 기반 승객 감지 시스템 개발" with (주)옐로나이프. Thank you for funding!
(2025.2) Jieun Kim, Chiwan Ahn, Insang Um and Hanyong Lee graduated our lab. Chiwan Ahn, Hanyong Lee joined AutonousA2Z, Jieun Kim joined Esharcs Congratulation!
(2024.7) Our new paper titled "Robust real-time energy management for a hydrogen refueling station using generative adversarial imitation learning" was accepted for publication to Journal of Applied Energy(SCIE).
(2023.6) We started a new research project titled "출력 350kW 초급속 전기차 충전 및 CAN/PLC 통신 기능의 차량 탑재 ESS 개발 및 출장 충전 서비스 구축" with (주)딜렉 from 과학기술정보통신부. Thank you for funding!
(2024.4) Our new paper titled "Real-time power scheduling for an isolated microgrid with renewable energy and energy storage system via a supervised-learning-based strategy " was accepted for publication to Journal of Energy Storage(SCIE).
(2024.4) Our new paper titled "An IGDT approach for the multi-objective framework of integrated energy hub with renewable energy sources, hybrid energy storage systems, and biomass-to-hydrogen technology" was accepted for publication to Journal of Energy Storage(SCIE).
(2024.3) Chanhee Lee, Minki Sohn and Haneul Moon have joined our lab. as M.S. candidates. Welcome!
(2024.2) Donghyun Lee graduated our lab. He joined AutonousA2Z! Congratulation!
(2023.12) We started a new research project titled "모빌리티 GPX 데이터 기반 운동특성 분석 AI 모델링" with (주)옐로나이프. Thank you for funding!
(2023.11) We started a new research project titled "정밀지도 고도화를 위한 데이터베이스 구축기술 개발 용역" with Hyundai Rotem Company. Thank you for funding!
(2023.9) We started a new research project titled "자율주행 테스트 시나리오 개발을 위한 기초 연구(2차년도)" with (주)오토노머스에이투지. Thank you for funding!
(2023.6) We started a new research project titled "자율주행을 위한 Physics Informed Neural Network 기반 라이더 인식 알고리즘 개발" with 한국연구재단/과학기술정보통신부 with. Thank you for funding!
(2023.4) We started a new research project titled "AI기반 RnH 해석 모델의 부시 특성 예측/모델링 툴 개발" with Hyundai Motors Company/Hyundai NGV. Thank you for funding!
(2023.3) Jieun Kim, Chiwan Ahn, Insang Um and Hanyong Lee have joined our lab. as M.S. candidates. Welcome!
(2023.2) Our new paper titled "Diagnostic Algorithm Based on Machine Learning to Predict Complicated Appendicitis in Children Using CT, Laboratory, and Clinical Features" was accepted for publication to Diagnostics journal(SCIE).
(2023.2) Our new paper titled "Utilization of a machine learning algorithm for the application of ancillary features to LI-RADS categories LR3 and LR4 on gadoxetate disodium-enhanced MRI" was accepted for publication to Cancers journal(SCIE).
(2023.2) Namkyu Kang, Juyeon Kang, Sihyun Yoo and Jieun Lee graduated our lab. Juyeon Kang joined Hyundai Rotem, Sihyeun Yoo joined Kumho Tire and Jieun Lee joined HL Mando! Congratulation!
(2022.9) We started a new research project titled "준법운행 실증평가를 위한 상황별 시나리오 및 평가기준 가이드라인 개발" with 경찰대부속 치안연구소. Thank you for funding!
(2022.8) We started a new research project titled "자율주행 부품 정합성 테스트 시나리오 개발을 위한 기초 연구 용역" with (주)오토노머스에이투지. Thank you for funding!
(2022.6) We started a new research project titled "내구시험모드 강건화 위한 노면 이벤트 탐지와 차량 데미지 산출기술개발" with Hyundai Motors Company/Hyunda NGV. Thank you for funding!
(2022.5) We started a new research project titled "xEV 열관리 소모에너지 저감 및 주행거리 향상을 위한 디지털 트윈 활용 중앙집중형 열관리 시스템 최적제어 기술 개발" with Katech, Hyundai Motors Company and other research institute from MOTIE(산업통상자원부). Thank you for funding!
(2022.5) We started a new research project titled "Indoor Air Quality Platform을 가진 3 in 1 공기 청정 복합기" with TY Tech. from CISTEP(천안과학산업진흥원). Thank you for funding!
(2022.4) We stared a new research project titled "웨이블릿 변환을 통한 충돌 시계열 데이터 분석 및 예측 모델 개발" from Hyundai Motors Company/Hyunda NGV. Thank you for funding!
(2022.3) We started a new research project titled "차량 CAN신호를 이용한 인공지능 노면 상태 판단" from Mando Ltd. Thank you for funding!
(2022.3) We started a new research project titled "환경차 모터, 인버터의 이상 신호 감지를 위한 분석 툴 개발" from Hyundai Motors Company/Hyundai NGV. Thank you for funding!
(2022. 3) Donghyun Lee has joined our lab. as M.S. candidate. Welcome!
(2022.2) Dongun Han graduated our lab and joined Robotis Ltd. for robotics engineer! Congratulation!
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