Summary

My name is He Wang (王赫). Currently I am a postdoctoral researcher at ICTP-AP. I obtained my Ph.D. in theoretical physics from Beijing Normal University in 2020. Sharing what I’ve learned is quite rewarding, and I’m very interested in the study of Gravitational-Wave (GW) data analysis and Machine Learning (ML) technology.

Most of blog posts and notes here are written in Chinese (or English) and with updates for completion. I wish I could, after some years of study and research, accumulate a sufficient body of knowledge and achieve a view of my own. Thus, as S. Chandrasekhar noted that “I have the urge to present my point of view ab initio, in a coherent account with order, form, and structure.”

My scientific work has followed a certain pattern motivated, principally, by a quest after perspectives.
我的科学研究工作遵循了某种模式,它的动因主要是寻找观点

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Experience

 
 
 
 
 
Developing machine learning techiques for space-based GW projects (LISA/Taiji)
 
 
 
 
 
Peng Cheng Lab (PCL)
Visiting Scholar
December 2021 – July 2022 ShenZhen

Responsibilities include:

  • Analysing denoising techniques on GW observational data
  • Modelling transformer-based model (BERT)
  • Deploying large-scale pre-trained AI model
 
 
 
 
 
Research on rapid detection and inference on gravitational wave signals with deep learning

Recent Publications

(2022). MLGWSC-1: The first Machine Learning Gravitational-Wave Search Mock Data Challenge.

Dataset DOI

Github Contributions

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Herb’s github stats

License

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