Fenghua Ling
4 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
weather forecasting
(3)
diffusion model
(2)
partial differential equation
(1)
multimodal large language model
(1)
data synthesis
(1)
arbitrary resolution
(1)
earth science
(1)
temporal generalization
(1)
scientific reasoning
(1)
neural network
(1)
temporal scale
(1)
open-ended reasoning
(1)
physics-ai hybrid
(1)
figure captioning
(1)
physics-ai hybrid model
(1)
pde kernel
(1)
meteorological downscaling
(1)
probabilistic modeling
(1)
satellite observation
(1)
generative model
(1)
Papers
MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs
ACL 2026
SynWeather: Weather Observation Data Synthesis Across Multiple Regions and Variables via a General Diffusion Transformer
AAAI 2026
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
CVPR 2025
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
NeurIPS 2024