معرفی
Xuqing Wu is an Associate Professor at the University of Houston, affiliated with the College of Technology and the Department of Information Science Technology. He leads research at the MODAL Lab, focusing on machine learning applications in geophysical inversion, electromagnetic modeling, and subsurface characterization.
- Office: 230E College of Technology Building, Sugar Land Office: BH2 315
- Contact: Phone 713-743-0258 | Fax 713-743-4032
- Teaching: Courses include CIS 3365 - Database Management and CIS 6397 - Selected Topics
His research spans physics-informed deep learning, transformer architectures, and multi-physics joint inversion, with applications in CO2 monitoring, mineral exploration, and solid-state battery materials. Recent work emphasizes self-supervised seismic data enhancement and real-time geosteering processing through FPGA acceleration.
Key publication trends show expertise in electromagnetic telemetry, hyperspectral imaging for methane emissions, and stochastic optimization for sensor placement. He frequently employs polynomial chaos expansion, Markov Chain Monte Carlo methods, and collaborative view synchronization.
