Xuhui Luo
Technical Advisor- Data Science, Ph.D.
- Role
- Technical Advisor - Data Science at Halliburton
- Location
- Houston, TX, US
- LinkedIn followers
- 500 followers
About Xuhui Luo
Experienced data scientist in discovering structures and knowledge from data;Data science enthusiast with extensive hands-on experiences in applying Machine/Deep learning to various types of data;More than five years’ experience in project management and a strong customer focus; analytical problem-solver, able to anticipate issues and create new work flows that streamline operations, resolve customers’ concerns and improve efficiency;Strong research professional with a Ph.D. in physics and with more than 30 research publications on imaging data processing and physics simulation.
Experience
Technical Advisor - Data Science
Feb 2023 — Present · US
Spearheaded hydraulic fracturing simulation and automation projects in edge and cloud environments, enhancing operational efficiency. • Developed digital twin models for real-time monitoring and predictive maintenance, significantly improving anomaly detection and root cause analysis. • Designed reinforcement learning for autoFR, contributing to innovative solutions in fracture operation optimization.• Submitted 5 Patents on fracking automation
Education
The University of Texas at Austin
Doctor of Philosophy - PhD, Physics
Beijing Normal University
Bachelor's degree, Physics
Peking University
M.S., Physics
Skills
- Fortran
- Scientific Computing
- Physics
- Python
- Mpi
- Tem
- Condensed Matter Physics
- Numerical Analysis
- Mathematical Modeling
- Mathematica
- Latex
- Characterization
- Monte Carlo Simulation
- Signal Processing
- Spectroscopy
- Numerical Simulation
- Matlab
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