Feng Ye Research Group

Research

Current Projects

  1. Collaborative Research: IMR: MM-1B: Privacy-Preserving Data Sharing for Mobile Internet Measurement and Traffic Analytics: supported by the National Science Foundation (NSF 2344341), $170,000, PI, 10/01/2023-09/30/2026, (Project Webpage)

  2. Collaborative Research: Expedite CSI Processing with Lightweight AI in Massive MIMO Communication Systems, supported by the National Science Foundation (NSF 2336234, previous #2139569), $166,520, PI, 03/01/2022 – 02/28/2025. (Project Webpage). News and reports: Spectrum News 1 Ohio story; The Spectrum News affiliate in Orlando, Florida.

  3. Machine Learning Accelerated Process Development for Scalable Manufacturing of Silica-based Glass Encapsulated Phase Change Materials Using Flow Mold Casting, supported by the U.S. Department of Energy (DOE) through Binghamton University (DE-EE0009095), $710K, (UW-Madison $51K), PI at UW-Madison, currently on no-cost extension until 9/30/2024.

Also working on…

  1. Network Traffic Classification for Future Network System (click for more information)

Previous Projects @ University of Dayton

  1. Li-ion Battery Safety under High-Speed Impact: Diagnosis, Prognosis and Risk Mitigation, supported by the FAA (FAA 692M15-22-T-00017), $600K, co-PI at UD, 09/2022 – 09/2025.
  2. Machine Learning Accelerated Process Development for Scalable Manufacturing of Silica-based Glass Encapsulated Phase Change Materials Using Flow Mold Casting, supported by the U.S. Department of Energy (DOE) through Western New England University under Contract No. DE-EE0009095 , $710K, (UD share $188K), PI at UD, 06/01/2020 – 09/30/2024. Currently on no-cost extension at UW-Madison.
  3. Seamless Cross-Technology Communication Platform for IoT Applications-Phase 2, supported by the U.S. Department of Energy (DOE) through Prixarc, LLC under Contract No. DESC0018617, $1.5M, (UD share $400K), PI at UD, 5/28/2019 – 5/27/2021.
  4. Seamless Cross-Technology Communication Platform for IoT Applications-Phase 1, supported by the U.S. Department of Energy (DOE) through Prixarc, LLC under Contract No. DESC0018617, $225K, (UD share $75K), PI at UD, 4/10/2018 – 1/9/2019.