I’m Lingxiao Wang(王凌霄), now a Research Scientist(PI) in RIKEN-iTHEMS (理化学研究所数理創造プログラム). My research interest includes Machine Learning in Physics (especially high energy nuclear physics, e.g., Nuclear Matter, Lattice QCD, etc.), Medical AI and Human Behavior.

See my latest CV here.

I have organized many “machine learning physics” seminars for physicists online, find the previous activities in our page MLP club. If you are seeking any form of academic cooperation, please feel free to contact me via lwang[at]fias.uni-frankfurt.de.

🔥 News

2024.03: 🎉🎉 I start working as a Research Scientist(PI) in RIKEN-iTHEMS (理化学研究所数理創造プログラム) from Mar. 2024.
2023.12: 🎉🎉 I start working as a visiting scholar at Institute of Modern Physics(IMP) in Fudan University for two months.
2023.12: 🚆🚆 I attended the conference of “The 15th Workshop on QCD Phase Transition and Relativistic Heavy-Ion Physics (QPT 2023)” and gave a plenary talk of “Machine Learning for QCD Matter” .
2023.10: 🚆🚆 I visited many intitutions in China (SCNU, Tsinghua Uni. and CCNU), and attended the conference of “第三届中国格点量子色动力学研讨会” .
2023.07: 🚆🚆 I attended the conference of “XQCD 2023” at University of Coimbra from 26th to 28th Jul., and gave a talk on “Rebuilding Neutron Star EoSs from Observations with Deep Learning”.

🔍 Researches

Generative Models in Lattice Calculations
- Generative Diffusion Models for Lattice Field Theory[13,12];
- Continuous Autoregressive Networks (CANs) for recognizing the KT phase transition [11];
- Fourier-Flow Model (FFM) for generating Feynman paths in multimode systems [10].
Inverse Problems
- Reconstructing spectral functions from Lattice calculated propagators [9, 8];
- Rebuilding Equation of States(EoSs) from neutron star observations [7, 6].
AI for Science
- Machine learning for epidemiology and human behaviours [5, 4];
- Machine learning for lightning data [3] and medical imaging [2, 1].

💼 Experiences

2024.03 - present, Research Scientist, RIKEN-iTHEMS, Japan
2023.12 - 2024.02, Visiting Scholar, Institute of Modern Physics(IMP) in Fudan University, China
2020.09 - 2023.12, Postdoctoral Researcher, Frankfurt Institute for Advanced Studies, Germany
2021.10 - 2023.10, Postdoctoral Fellow, Xidian-FIAS Joint Research Center, FIAS, Germany
2021.03 - 2023.03, Research Assistant, Institute of Physics, Goethe University, Germnay
2018.09 - 2020.09, Research Assistant, Department of Physics, Tsinghua University , China

📖 Educations

2015.09 - 2020.06, Ph.D., Department of Physics, Tsinghua University , Beijing, China
2018.10 - 2019.10, Joint Ph.D., Physics Department, University of Tokyo , Tokyo, Japan