Scientific Research in Academia

Ongoing Personal Side Projects

  • Implemented Physically Informed Neural Networks (PINN) to predict electricity and heat outputs of Geothermal District Heating and Cooling (GDHC) systems (more)
  • Executed PINN to assess the financing risk of the affordable housing options with assigned rating grades (more)

Campus-Scale District Cooling Design (Research Proposal)

Sustainable District Energy for Future Smart Grid (Research Proposal)

Nearly Zero Energy (NZE) HVAC Design with Desiccant Wheel System

Shallow Geothermal Heat Pump System

Foundation-Integrated Water-Based earth-air heat exchanger (FIWEAHE) system (Published)

Water-channel-integrated earth-air heat exchanger (WCIEAHE) system (Published)

Hybrid Solar-Wind and Shallow Geothermal Energy for Net-zero Energy Plant Factory (Published)

Performance Investigation of High-Power LEDs with Helical Ground Heat Exchangers (Published)

Energy Conservation Analysis on Serpentine-tube ice maker ice maker (Published)

Heat Pipe Heat Exchanger Applied to Flue Gas Waste Heat Recovery (Published)

The Impact of Oscillatory Flow in Porous Media on Mass Transfer and Species Separation

Numerical Analysis of Chaotic Bouncing of a Droplet on a Soap Film

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