주제로 연구실 찾기

1. SNU·AI for Science

   손석우Weather and Climate Dynamics Lab

   관련도관련 논문 52편비중 49%연구 분야에 명시
   • 2026Decadal reversal of Eurasian winter temperature trend linked to North Atlantic climate variabilityGeophysical Research Letters
   • 2026How well do CMIP6 climate models simulate the cold air outbreaks in East Asia?Journal of Climate
   • 2026Local energetics of extratropical transition: A case study of typhoon Hagibis (2019)Journal of the Atmospheric Sciences
2. SNU·AI for Science

   국종성Climate System Lab

   관련도관련 논문 49편비중 68%연구 분야에 명시
   • 2026Changes in El Niño–Southern Oscillation and global frequency entrainmentNature Communications
   • 2026Changes in ENSO and high-latitude SST relationship with varying CO2 concentrationClimate Dynamics
   • 2026Negative CO2 emissions for long-term mitigation of extremes in land hydrological cycleNature Communications
3. SNU·AI for Science

   정수종Climate Lab

   관련도관련 논문 27편비중 63%연구 분야에 명시
   • 2026Negative CO2 emissions for long-term mitigation of extremes in land hydrological cycleMulti-Source Satellite and Meteorological DataNature Communications
   • 2026Quantifying meteorological impacts on local landfill methane emissions by using field measurements and machine learningAtmospheric Chemistry and Physics
   • 2026Spatiotemporal optimization of NOx and VOC emissions using a hybrid inversion framework and implications for ozone sensitivity-regime diagnosisAtmospheric Chemistry and Physics
4. Yonsei·AI for Science

   김호진LESSON Lab

   관련도관련 논문 6편비중 19%
   • 2026Development and validation of an automated, accurate in‐house treatment planning system for pencil‐beam scanning carbon ion radiotherapyMedical Physics
   • 2026Real‐time energy measurement of clinical carbon ion beams using a cross‐correlation time‐of‐flight method with parallel‐plate chambersMedical Physics
   • 2026Comparative analysis of radiation therapy plans before and after biodegradable hydrogel (SpaceOAR) injection for reducing rectal toxicity in patients with prostate cancer undergoing carbon ion radiotherapyFrontiers in Oncology
5. KAIST·컴퓨터 비전

   윤국진VI Lab

   관련도관련 논문 5편비중 5%
   • 2026RAF: Reliability-Aware Fusion of Camera, LiDAR, and 4D RADAR for Robust 3D Object Detection in Adverse WeatherECCV
   • 2025Doppler-Aware LiDAR-Radar Fusion for Weather-Robust 3D DetectionICCV
   • 2025Robust Adverse Weather Removal via Spectral-based Spatial GroupingICCV
6. SNU·AI for Science

   김덕진SatGeo Lab

   관련도관련 논문 6편비중 10%
   • 2026Microsatellite SAR-Based Analysis of Ocean Wave Parameters Using Adaptive Azimuth Cutoff and Phase-Refocusing MethodsInternational Symposium on Remote Sensing
   • 2023A THRESHOLD MODEL FOR OIL SPILL DETECTION BY ESTIMATING NRCS FOR OCEAN SURFACE FROM SENTINEL-1 IMAGESIGARSS
   • 2023Geometric Enhancement of Small SAR Satellite Image in Ocean Using Ship AISIGARSS
7. KAIST·컴퓨터 비전

   심현정CVML Lab

   관련도관련 논문 3편비중 6%
   • 2026Real-Time Long Horizon Air Quality Forecasting via Group-Relative Policy OptimizationCVPR
   • 2025No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse WeatherCVPR
   • 2024Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse WeatherECCV
8. KAIST·컴퓨터 비전

   김현우MLV Lab

   관련도관련 논문 2편비중 3%
   • 2026PROLA: Principal-Orthogonal Low-rank Adaptation for Predictive Spatiotemporal Weather DownscalingNeurIPS
   • 2026AI for atmosphere-ocean sciences: advancements, challenges, and ways forwardNational Science Review
9. SNU·AI for Science

   정유성MICC Lab

   관련도연구 분야에 명시
10. KAIST·머신러닝

    최재식SAIL Lab

    관련도관련 논문 3편비중 7%
    • 2025Example-Based Concept Analysis Framework for Deep Weather Forecast ModelsAIES
    • 2025Unsupervised Concept Discovery for Deep Weather Forecast Models with High-Resolution Radar DataPLOS Climate
    • 2023Explainable AI-Based Interface System for Weather Forecasting ModelHCII
11. SNU·머신러닝

    홍영준MLSC Lab

    관련도관련 논문 2편비중 6%
    • 2026Extreme Weather Nowcasting via Local Precipitation Pattern PredictionICLR
    • 2024A novel physics-aware graph networks using high-order numerical methods in weather forecasting modelKnowledge-Based Systems
12. Yonsei·컴퓨터 비전

    전해곤Visual AI Lab

    관련도관련 논문 2편비중 5%
    • 2025Data-driven Precipitation Nowcasting Using Satellite ImageryAAAI
    • 2024Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis DataICLR
13. POSTECH·AI 시스템

    전명재OMNIA Lab

    관련도관련 논문 1편비중 8%
    • 2026Carbon-Aware Continuous Learning for Sustainable Real-Time Machine Learning AnalyticsEuroSys
14. KU·AI for Science

    석흥일Machine Intelligence Lab

    관련도관련 논문 1편비중 2%
    • 2026SIGMAformer: a Spatiotemporal Gaussian Mixture Correlation Transformer for Global Weather Forecastingnpj Climate and Atmospheric Science
15. Yonsei·데이터 마이닝

    김하영MLCF Lab

    관련도관련 논문 1편비중 4%
    • 2024Development of an HVAC system control method using weather forecasting data with deep reinforcement learning algorithmsBuilding and Environment
16. SNU·데이터 마이닝

    박현우DIAL Lab

    관련도관련 논문 1편비중 3%
    • 2024A Long-term, Geospatial-based Approach for Location Suitability Evaluation of Flood Relief Camps Considering Climate ChangeINFORMS MSOM
17. KAIST·컴퓨터 비전

    김태균CV & Learning Lab

    관련도관련 논문 1편비중 3%
    • 2024GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather ConditionsIJCV
18. KAIST·컴퓨터 비전

    노용만IVY Lab

    관련도관련 논문 1편비중 1%
    • 2024Weather-aware Drone-view Object Detection via Environmental Context UnderstandingICIP
19. Yonsei·데이터 마이닝

    장백철ANDLab

    관련도관련 논문 1편비중 3%
    • 2024Climate policy uncertainty and its impact on real estate market dynamics: A sectoral and regional analysisPLOS ONE
20. SNU·머신러닝

    윤성로AI Lab

    관련도관련 논문 1편비중 1%
    • 2024Machine learning of metal-organic framework design for carbon dioxide capture and utilizationJournal of CO₂ Utilization
21. KAIST·자연어처리·LLM

    서민준LK Lab

    관련도관련 논문 1편비중 2%
    • 2023An Integrated Search System for Korea Weather DataEMNLP
22. KAIST·컴퓨터 비전

    주재걸DAVIAN Lab

    관련도관련 논문 1편비중 1%
    • 2023Explainable Artificial Intelligence Approach to Identify the Origin of Phonon-Assisted Emission in WSe2 MonolayerAdvanced Intelligent Systems
23. Yonsei·머신러닝

    조성배SCLAB

    관련도관련 논문 1편비중 1%
    • 2023A graph convolution network with subgraph embedding for mutagenic prediction in aromatic hydrocarbonsNeurocomputing

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.