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Xavier WANG

Projects

Research and engineering projects

Research in disaster intelligence and generative modeling, supported by hands-on work in data, networks, and software systems.

Current research · 2024–present

RainGod-100

Rainfall nowcasting & multi-hazard early warning

Combining satellite, radar, and rain-gauge observations to forecast rainfall up to two hours ahead and support hazard early warning.

My contribution

Contributed to model design, training, and release

  • Observation fusion
  • Spatiotemporal modeling
  • Hazard early warning
RainGod-100 ten-minute rainfall-intensity forecast over China on August 11, 2026
RainGod-100 · Aug 11, 2026

Selected publication · 2025

From clinical text to medical video

Fundus angiography video generation for health care data sharing

JAMA Ophthalmology · Co-first Author

Generating dynamic FFA sequences from clinical text to explore privacy-aware medical data sharing.

Model methods

Wavelet-Flow VAE · Diffusion Transformer

Generated FFA sequence

Engineering practice

Designing and building systems, from device data to software applications

5 engineering projects