Research Experience for Undergraduate Studies

Publications and Presentations

Conference Papers

Poster Presentations 

  • Harold Wang, Beth Ann Sweezer, Xunfei Jiang, Mahdi Ebrahimi. "

    Machine Learning-based Energy-efficient GPU-intensive Workload Management for Data Centers", SoCal REU Symposium 2024, July 24, 2024, Harvey Mudd College, Claremont, CA.

  • Eric Schmitt, Evan Zaremba, Neha Ananthavaram, Li Liu, Mario Giraldo, Xunfei Jiang. "Ecosystem-Based Wildfire Risk Prediction with Machine Learning", SoCal REU Symposium 2024, July 24, 2024, Harvey Mudd College, Claremont, CA.
  • Laila Miles Kaddoura, Alexis Fernandez, Erin Brown, Neha Ananthavaram, and Taehyung Wang. "ENERGY PREDICTION FOR AUTOMOBILE AIR CONDITIONING SYSTEMS", SoCal REU Symposium 2024, July 24, 2024, Harvey Mudd College, Claremont, CA.
  • Rowena Quinn, 

    Mahek Desai, Marjan Asadinia, “SMART-WRITE: Adaptive Learning-based Write Energy Optimization for Phase Change Memory”, SoCal REU Symposium 2024, July 24, 2024, Harvey Mudd College, Claremont, CA.
  • Jake Ekoniak, Apoorva Rumale, Marjan Asadinia, "Efficient Machine Learning-based Error Prediction for Phase Change Memory"
  • Bhumil Kukadiya, David J. Castrejon, Connor Wang, Denys Osmak, Li Liu, Mario Giraldo. "Energy-efficient Geo-Information Visualization and User Interaction", IEEE GREEN ENERGY AND SMART SYSTEMS CONFERENCE (IGESSC) 2023, Long Beach, CA, Nov 13, 2023. (Best Poster Award)
  • Rachel Finley, "On the Efficacy of Machine Learning to Inform Thermal and Energy Aware Load Balancing for GPU Clusters". 13th Annual Out in Science, Technology, Engineering, and Mathematics (oSTEM) Conference, Anaheim, CA, Nov 9-12, 2023.
  • Rachel Finley and Xunfei Jiang, "On the Efficacy of Machine Learning to Inform Thermal and Energy Aware Load Balancing for GPU Clusters". SoCal REU Symposium 2023, July 26, 2023, University of Southern California, Los Angeles, LA.
  • Matthew Smith, Luke Zhao, Jonathan Cordova, Xunfei Jiang, Mahdi Ebrahimi, "Machine Learning-based Energy-efficient Workload Management for Data Centers", SoCal REU Symposium 2023, July 26, 2023, University of Southern California, Los Angeles, LA.
  • David J. Castrejon, Connor Wang, Denys Osmak, Bhumil Kukadiya, Li Liu, Mario Giraldo, Xunfei Jiang, "California Wildfire Risk Prediction and Visualization". SoCal REU Symposium 2023, July 26, 2023, University of Southern California, Los Angeles, LA.
  • Adel Tazhibi, Nathan Dong, Kavyalata Kothari, Taehyung Wang, "Energy Prediction for Automobile Air Conditioning Systems". SoCal REU Symposium 2023, July 26, 2023, University of Southern California, Los Angeles, LA.