Author

Ruian Tie

Observed name: Tie, Ruian

Institutions: Fudan University, Shanghai Innovation Institute

Observed institutions: China Meteorological Administration, Fudan University, Space Engineering University, Shanghai Innovation Institute

ORCID: 0000-0003-2380-7707

Observed ORCID: 0000-0003-2380-7707

OpenAlex ID: A5084964955

CLDASSD: Reconstructing Fine Textures of the Temperature Field Using Super-Resolution Technology

2022 · Ruian Tie, Chunxiang Shi, et al. · Advances in Atmospheric Sciences · 44

Spatial Downscaling of Near-Surface Air Temperature Based on Deep Learning Cross-Attention Mechanism

2023 · Zhanfei Shen, Chunxiang Shi, et al. · Remote Sensing · 14

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Enhanced Wind Field Spatial Downscaling Method Using UNET Architecture and Dual Cross-Attention Mechanism

2024 · Jieli Liu, Chunxiang Shi, et al. · Remote Sensing · 11

A Spatial Downscaling Approach for Enhanced Accuracy in High Wind Speed Estimation Using Hybrid Attention Transformer

2025 · Jieli Liu, Chunxiang Shi, et al. · 气象学报：英文版 · 9

To Accurately and Lightly Downscale the Temperature Field by Deep Learning

2022 · Ruian Tie, Chunxiang Shi, et al. · Journal of Atmospheric and Oceanic Technology · 7

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Improve the downscaling accuracy of high-resolution precipitation field using classification mask

2024 · Ruian Tie, Chunxiang Shi, et al. · Atmospheric Research · 4

Reconstructing fine-scale 3D wind fields with terrain-informed machine learning

2026 · Chensen Lin, Ruian Tie, et al. · Nature Communications · 2

Snow Detection in Gaofen-1 Multi-Spectral Images Based on Swin-Transformer and U-Shaped Dual-Branch Encoder Structure Network with Geographic Information

2024 · Yue Wu, Chunxiang Shi, et al. · Remote Sensing · 2

Numerical Simulation of Regular Wave Transmission over a Trapezoidal Breakwater Using CIP Model with Adaptive Mesh

2026 · Yiyang Zong, Ruian Tie, et al. · Sustainable civil infrastructures

Generative spatiotemporal downscaling model improves projections of climate extremes

2026 · Ruian Tie, Xiaohui Zhong, et al.

3DTCR: A Physics-Based Generative Framework for Vortex-Following 3D Reconstruction to Improve Tropical Cyclone Intensity Forecasting

2026 · Liu, Jun, Zhong, Xiaohui, et al. · arXiv (Cornell University)

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FuXi-CFD Dataset and Pre-trained Model (v1.0)

2026 · Lin, Chensen, Tie, Ruian, et al. · Zenodo (CERN European Organization for Nuclear Research)

Zero-Shot Statistical Downscaling via Diffusion Posterior Sampling

2026 · Tie, Ruian, Xiong, Wenbo, et al. · arXiv (Cornell University)

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Democratizing Music Therapy: LLM-Based Automated EEG Analysis and Progress Tracking for Low-Cost Home Devices

2026 · Xue, Huixin, Xu, Guangjun, et al. · arXiv (Cornell University)

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Terrain-aware Deep Learning for Wind Energy Applications: From Kilometer-scale Forecasts to Fine Wind Fields

2025 · Lin, Chensen, Tie, Ruian, et al. · arXiv (Cornell University)

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Temporal resolution enhancement of historical meteorological observation based on deep learning

2024 · Ruian Tie, Chunxiang shi, et al.

Deep Temporal Statistical Downscaling on Weather Station Observation

2024 · Ruian Tie, Chunxiang shi, et al.

Works count: 19

Citation count: 93

H-index: 5

I10-index: 3