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Fenghua Ling

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

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Aug 28, 2025
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EarthLink: A Self-Evolving AI Agent for Climate Science

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Jul 24, 2025
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Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning

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Jun 12, 2025
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ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion

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Jun 12, 2025
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OmniEarth-Bench: Towards Holistic Evaluation of Earth's Six Spheres and Cross-Spheres Interactions with Multimodal Observational Earth Data

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May 29, 2025
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Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences

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May 28, 2025
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MSEarth: A Benchmark for Multimodal Scientific Comprehension of Earth Science

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May 27, 2025
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EarthSE: A Benchmark Evaluating Earth Scientific Exploration Capability for Large Language Models

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May 22, 2025
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Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution

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Feb 09, 2025
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FengWu-W2S: A deep learning model for seamless weather-to-subseasonal forecast of global atmosphere

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Nov 15, 2024
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