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Group members and collaborators
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Principal Investigator

Dr. Umberto Villa
Research Assistant Professor
Electrical & Systems Engineering
McKelvey School of Engineering
Ph.D.in Applied Mathematics, Emory University (2012)
Biography and Research

Current members

Luke Lozenski (2020-)
Ph.D. Candidate in System Science and Mathematics
McKelvey School of Engineering
Research: numerical optimization, machine learning, photoacoustic tomography

Collaborators

  • Dr. Mark Anastasio and the Computational Imaging Science Laboratory (CISL) at the University of Illinois at Urbana-Champaign
  • Dr. Danial Faghihi and the Predictive Computational Engineering Laboratory (PCElab) at the University at Buffalo
  • Dr. Omar Ghattas and the Center for Computational Geoscience and Optimization (CCGO) at the University of Texas in Austin
  • Dr. Noemi Petra at the University of California, Merced

Alumni

  • Peijie Qiu (Master thesis 2020--2021): Data-Driven Approaches to Solve Inverse Problems
  • Jieqiong Xiao (Master Research, SPRING 2019): ADLA: Automatic differentiation and local assembly of exotic finite element variational forms in MFEM
  • Argho Dattas (Undergraduate research, Fall 2018): Proximal Newton-type Methods