Jingxiao Liu
Postdoctoral Scholar at Berkeley Lab
Berkeley, California, United States
Summary
👤
Senior🎓
Top SchoolJingxiao Liu is a postdoctoral scholar based in Berkeley with nine years of experience applying distributed acoustic and fiber-optic sensing to structural health monitoring, urban sensing, and vehicle–bridge interaction. With a PhD in Structural Engineering from Stanford and a PhD minor in Electrical Engineering, she blends mechanics, signal processing, and IoT to translate dense sensor data into actionable insights for transportation and geothermal systems. Her work spans top labs—MIT Senseable City Lab, Stanford, Berkeley Lab—and emphasizes real-world deployments of DAS for urban and geothermal monitoring. Jingxiao’s background includes industry-facing IoT and data-science work at PARC, reflecting an ability to move methods from prototype to operational settings. She is notable for integrating applied geophysics with structural dynamics to reveal subtle infrastructure behaviors that traditional sensors miss. Based in Berkeley, she combines academic rigor with hands-on field experimentation to advance next-generation sensing for resilient infrastructure.
9 years of coding experience
6 years of employment as a software developer
Bachelor, Civil Engineering, Bachelor, Civil Engineering at Central South UniversityMaster of Science, Civil Engineering, Master of Science, Civil Engineering at Carnegie Mellon UniversityDoctor of Philosophy - PhD, Structural Engineering, Doctor of Philosophy - PhD, Structural Engineering at Stanford University
English, Chinese
Github Skills (16)
factorization4
python3
sparse3
optimization3
adaptation3
root-finding2
hierarchical2
mud2
cuda2
semantic-segmentation1
pytorch1
computer-vision1
machine-learning1
deep-learning1
segmentation1
Programming languages (2)
Github contributions (5)
jingxiaoliu/bridge-damage-segmentation
Jan 2022 - Jul 2022
Contributions:34 commits, 34 pushes, 1 branch in 5 months
jingxiaoliu/HierMUD
May 2021 - Nov 2022
Contributions:44 commits, 9 pushes in 1 year 6 months
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