관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- SNUAI for Science
손석우Weather and Climate Dynamics Lab
관련 논문 52편비중 49%연구 분야에 명시- 2026Decadal reversal of Eurasian winter temperature trend linked to North Atlantic climate variability Geophysical 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
- SNUAI for Science
국종성Climate System Lab
관련 논문 49편비중 68%연구 분야에 명시- 2026Changes in El Niño–Southern Oscillation and global frequency entrainment Nature Communications
- 2026Changes in ENSO and high-latitude SST relationship with varying CO2 concentration Climate Dynamics
- 2026Negative CO2 emissions for long-term mitigation of extremes in land hydrological cycle Nature Communications
- SNUAI for Science
정수종Climate Lab
관련 논문 27편비중 63%연구 분야에 명시- 2026Negative CO2 emissions for long-term mitigation of extremes in land hydrological cycleMulti-Source Satellite and Meteorological Data Nature Communications
- 2026Quantifying meteorological impacts on local landfill methane emissions by using field measurements and machine learning Atmospheric Chemistry and Physics
- 2026Spatiotemporal optimization of NOx and VOC emissions using a hybrid inversion framework and implications for ozone sensitivity-regime diagnosis Atmospheric Chemistry and Physics
- YonseiAI for Science
김호진LESSON Lab
관련 논문 6편비중 19%- 2026Development and validation of an automated, accurate in‐house treatment planning system for pencil‐beam scanning carbon ion radiotherapy Medical Physics
- 2026Real‐time energy measurement of clinical carbon ion beams using a cross‐correlation time‐of‐flight method with parallel‐plate chambers Medical 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 radiotherapy Frontiers in Oncology
- KAIST컴퓨터 비전
윤국진VI Lab
관련 논문 5편비중 5%- 2026RAF: Reliability-Aware Fusion of Camera, LiDAR, and 4D RADAR for Robust 3D Object Detection in Adverse Weather ECCV
- 2025Doppler-Aware LiDAR-Radar Fusion for Weather-Robust 3D Detection ICCV
- 2025Robust Adverse Weather Removal via Spectral-based Spatial Grouping ICCV
- SNUAI for Science
김덕진SatGeo Lab
관련 논문 6편비중 10%- 2026Microsatellite SAR-Based Analysis of Ocean Wave Parameters Using Adaptive Azimuth Cutoff and Phase-Refocusing Methods International Symposium on Remote Sensing
- 2023A THRESHOLD MODEL FOR OIL SPILL DETECTION BY ESTIMATING NRCS FOR OCEAN SURFACE FROM SENTINEL-1 IMAGES IGARSS
- 2023Geometric Enhancement of Small SAR Satellite Image in Ocean Using Ship AIS IGARSS
- KAIST컴퓨터 비전
심현정CVML Lab
관련 논문 3편비중 6%- 2026Real-Time Long Horizon Air Quality Forecasting via Group-Relative Policy Optimization CVPR
- 2025No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather CVPR
- 2024Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse Weather ECCV
- KAIST컴퓨터 비전
김현우MLV Lab
관련 논문 2편비중 3%- 2026PROLA: Principal-Orthogonal Low-rank Adaptation for Predictive Spatiotemporal Weather Downscaling NeurIPS
- 2026AI for atmosphere-ocean sciences: advancements, challenges, and ways forward National Science Review
- SNUAI for Science
정유성MICC Lab
연구 분야에 명시 - KAIST머신러닝
최재식SAIL Lab
관련 논문 3편비중 7%- 2025Example-Based Concept Analysis Framework for Deep Weather Forecast Models AIES
- 2025Unsupervised Concept Discovery for Deep Weather Forecast Models with High-Resolution Radar Data PLOS Climate
- 2023Explainable AI-Based Interface System for Weather Forecasting Model HCII
- SNU머신러닝
홍영준MLSC Lab
관련 논문 2편비중 6%- 2026Extreme Weather Nowcasting via Local Precipitation Pattern Prediction ICLR
- 2024A novel physics-aware graph networks using high-order numerical methods in weather forecasting model Knowledge-Based Systems
- Yonsei컴퓨터 비전
전해곤Visual AI Lab
관련 논문 2편비중 5%- 2025Data-driven Precipitation Nowcasting Using Satellite Imagery AAAI
- 2024Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data ICLR
- POSTECHAI 시스템
전명재OMNIA Lab
관련 논문 1편비중 8%- 2026Carbon-Aware Continuous Learning for Sustainable Real-Time Machine Learning Analytics EuroSys
- KUAI for Science
석흥일Machine Intelligence Lab
관련 논문 1편비중 2%- 2026SIGMAformer: a Spatiotemporal Gaussian Mixture Correlation Transformer for Global Weather Forecasting npj Climate and Atmospheric Science
- Yonsei데이터 마이닝
김하영MLCF Lab
관련 논문 1편비중 4%- 2024Development of an HVAC system control method using weather forecasting data with deep reinforcement learning algorithms Building and Environment
- SNU데이터 마이닝
박현우DIAL Lab
관련 논문 1편비중 3%- 2024A Long-term, Geospatial-based Approach for Location Suitability Evaluation of Flood Relief Camps Considering Climate Change INFORMS MSOM
- KAIST컴퓨터 비전
김태균CV & Learning Lab
관련 논문 1편비중 3%- 2024GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions IJCV
- KAIST컴퓨터 비전
노용만IVY Lab
관련 논문 1편비중 1%- 2024Weather-aware Drone-view Object Detection via Environmental Context Understanding ICIP
- Yonsei데이터 마이닝
장백철ANDLab
관련 논문 1편비중 3%- 2024Climate policy uncertainty and its impact on real estate market dynamics: A sectoral and regional analysis PLOS ONE
- SNU머신러닝
윤성로AI Lab
관련 논문 1편비중 1%- 2024Machine learning of metal-organic framework design for carbon dioxide capture and utilization Journal of CO₂ Utilization
- KAIST자연어처리·LLM
서민준LK Lab
관련 논문 1편비중 2%- 2023An Integrated Search System for Korea Weather Data EMNLP
- KAIST컴퓨터 비전
주재걸DAVIAN Lab
관련 논문 1편비중 1%- 2023Explainable Artificial Intelligence Approach to Identify the Origin of Phonon-Assisted Emission in WSe2 Monolayer Advanced Intelligent Systems
- Yonsei머신러닝
조성배SCLAB
관련 논문 1편비중 1%- 2023A graph convolution network with subgraph embedding for mutagenic prediction in aromatic hydrocarbons Neurocomputing