Ben Fei

PRO-MOF: Policy Optimization with Universal Atomistic Models for Controllable MOF Generation

EarthSE: A Benchmark Evaluating Earth Scientific Exploration Capability for Large Language Models

Being More Lightweight and Practical: Mini-sized Contrastive Learning Pre-trained Models for Fine-grained Traffic Tasks

OmniEarth-Bench: Probing Cognitive Abilities of MLLMs for Earth's Multi-sphere Observation Data

LO-SDA: Latent Optimization for Score-based Atmospheric Data Assimilation

MODS: Multi-Source Observation Conditional Diffusion Model for Meteorological State Downscaling

MSEarth: A Multimodal Scientific Dataset and Benchmark for Phenomena Uncovering in Earth Science

Bridging Oceans and Atmosphere: A More Comprehensive Weather Model

LoRA-EnVar: Parameter-Efficient Hybrid Ensemble Variational Assimilation for Weather Forecasting

DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space

SIFusion: A Unified Fusion Framework for Multi-granularity Arctic Sea Ice Forecasting

Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences

WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning

PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling

SIFM: A Foundation Model for Multi-granularity Arctic Sea Ice Forecasting