Differentiable Radio Frequency Digital Twin
ACM MobiCom · Demo Track
RF sensing · simulation · machine learning
Wenxuan Guo
Master’s · UC San Diego
My primary research interest lies in physically based simulation and machine learning for sensing.
Physics-based simulationGenerative data synthesisReal-world sensing
Selected research
Research Projects
My current research at UC San Diego focuses on generating physically meaningful data for RF sensing.
Scholarly work
Publications & Presentations
Generative Radar Data Synthesis for Human–Animal Disambiguation
Amazon Hardware Organization Academic Innovation Partnership
RF Simulation for Animal Sensing
2026 CWC Annual Research Review · UC San Diego
Improving Proof Learning with Proof Blocks
CSE Undergraduate Research Symposium · University of Michigan
Experience & engagement
Selected Experience
Jan 2026 — Present
Graduate Student Research Assistant
UC San Diego · Electrical & Computer Engineering
Physics-based simulation and targeted synthetic radar data generation with Prof. Xinyu Zhang.
Jun 2026 — Present
Student Assistant
UC San Diego · Center for Wireless Communications
Maintain CWC’s web presence and faculty information, support research communications, and help coordinate community events.
Contact
Get in touch
I’m always happy to talk about research in simulation, sensing, and machine learning.