Lab directory
Deep Learning and Scientific Computing Lab
Deep Learning and Scientific Computing Lab
Chungnam National University · Computer Science and Engineering
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Professor
Prof. 김경섭
Professor's page · publicationsAbout
딥러닝 및 과학계산 연구실은 응용과학계산과 기계학습을 결합하여 빅데이터 분석과 신호처리 문제를 연구한다. 과학·공학 분야의 계산 문제에 머신러닝 기법을 적용하는 연구를 수행한다.
Research keywords
기계학습응용과학계산
Selected publications
- CUDA C-Based Parallel Rao-Blackwellized Particle Filtering Framework for Loosely and Tightly Coupled INS/GNSS IntegrationIEEE Access · 2026
- Enhanced Vessel Trajectory Prediction With Novel Mamdani Fuzzy Inference System-Based Alpha-Beta Filter Using AIS DataIEEE Transactions on Intelligent Transportation Systems · 2026
- Optimizing alpha-beta filter for enhanced predictions accuracy in industrial applicationsAlexandria Engineering Journal, Vol. 119 · 2025
- Lightweight and Efficient YOLOv8 with Residual Attention Mechanism for Precise Leukemia Detection and ClassificationIEEE Access · 2024
- An efficient long short-term memory and gated recurrent unit based smart vessel trajectory predictionComputers, Materials & Continua, 81(1) · 2024
- A higher prediction accuracy-based alpha-beta filter algorithm using the feedforward artificial neural networkCAAI Transactions on Intelligence Technology · 2022
Other labs in this department
- Computer Vision Lab
Koh Yeong Jun
컴퓨터비전, 영상처리, 머신러닝
- Generative Intelligence Lab
Kwon Jingun
자연어처리, 생성학습
- Mobile and Intelligent Network Lab
Ki Il Kim
이동네트워크, IoT
- Data Optimization Lab
SangMook Kim
머신러닝, 데이터 사이언스, 의료 AI
- Smart Data Lab
Kim, Young-Kuk
딥러닝·데이터 마이닝 (추천 시스템, 스마트 데이터/스마트홈 데이터 분석)
- Information Systems Lab
Jongik Kim
데이터베이스 시스템, 질의처리 및 최적화