Bubble Dynamics on Multi-Tier Structured Surfaces

  • Synchronized optical, acoustic, and thermal sensing
  • Data-driven modeling of liquid-vapor interface dynamics
  • Collaboration with the Coridan Group.

Flow Boiling

  • Pumped 2-phase cooling of microchannel heat sinks
  • Flow loop compatible with testing real-world power electronic devices
  • Non-intrusive acoustic emissions sensing

Pool Boiling Bubble Tracking

  • Understanding bubble dynamics using AI and optical pool boiling data
  • Mask-RCNN object localization and DeepSORT tracking algorithm

Thermal Visualization of Friction Heating

  • High-resolution, high-speed thermal imaging
  • Visualization of thermal energy generation and dissipation

CAM and 5-Axis CNC Machining

  • Continuous 5-axis machining timelapse of Pocket NC V2-10
  • Integrated CAM and CNC machining
  • Honors student-centered research

Immersion Cooling of Power Electronics

Reunion of CTRC at 2025 Gordon Research Conference: Micro and Nanoscale Phase Change Phenomena. 

Dr. Hari Pandey (Ph.D., first Ph.D. student of NED3), Joshua Mora Sanchez (BSME, Summa Cum Laude), and Josef Frankhouse (BSME, Summa Cum Laude) at the Fall Commencement.

Han Hu’s visit to the Advanced Manufacturing Center (picture with Dr. Rick Barker and Bruce Thomas) and Aerospace Center (picture with Vince Gemmiti) at the University of Arkansas – Pulaski Technological College (UA-PTC).

Han Hu with PI Jennifer Fowler at the 2025 Arkansas NSF EPSCoR DART Annual Meeting in Little Rock.

Hari Pandey and his committee members after his Ph.D. defense.

NED3 lab members facilitating ESA.

Han Hu at the 2024 ITherm ITherm Conference.

Hari Pandey presenting his paper on two-phase immersion cooling at ITherm 2024 in Denver, CO.

Stephen Pierson at the Cardinal & White Celebration.

NED3 Group Picture – Spring 2024.

Hari Pandey and Dylan Wallen, collaborator from U Cincinnati ran acoustic sensing tests of flow condensation at NASA Glenn Research Center. 

DatadDroid at 24th Arkansas Governor’s Cup Award Luncheon.

Spring 2024 Class of MEEG 2403-002 Thermodynamics with Han Hu. 

Battlebot demo by Robotics Interdisciplinary Organization of Teams (RIOT) during the UofA campus visit of George Jr. High School and Lakeside Jr. High School. 

UofA Campus visit of Chris Rogers, Project Manager, John Eustace, Project Engineer, and Yinan Li, Systems Engineer from ZIN Technologies – Powered by Voyager Space.

Jackson Marsh at the 2024 Arkansas STEM Posters at the Capitol event in Little Rock, AR.

Han Hu at the 2023 GRid-connected Advanced Power Electronic Systems (GRAPES) Conference in Fayetteville, AR. 

Han Hu at the 2023 IEEE-USA Innovation, Workforce, and Research Conference (IWRC). (From left to right) Jerri Jenise James from UAPB, Weston Waldo from UT Austin, Han Hu, and Bridgett Williams Pinkins from UAPB.

NED3 students attending the ASEE 2023 Midwest Section Conference. First photo (from left to right): Chinmaya Joshi, Stephen Pierson, Trevor Harris, and Joshua Mora Sanchez.

Stephen Pierson gives the final presentation during the UofA STEAM Training in Entrepreneurial Practices (STEP) I-Corps Closing Workshop at Brewer Family Entrepreneurship Hub.

NED3 Students at 2023 ASME Summer Heat Transfer and Energy Sustainability Conferences in Washington DC. First photo (from left to right): Hari Pandey, Ethan Weems, Christy Dunlap, Jackson Marsh, and Amanda Williams.

2023 NED3 Summer Undergraduate Student Orientation. 1st row: Christy Dunlap, Josef Frankhouse, Grant Resler, Chinmaya Joshi. 2nd row: Logan Raben, Han Hu, Corbin Russ, Hari Pandey. 3rd row: Najee Stubbs, Jackson Marsh, Harrison Greene, Trevor Harris, Ethan Weems, Jackson Minnick, and Stephen Pierson.
ASGC Certificates: Landon Lemmons, Corbin Russ, Hari Pandey, Ethan Weems, and Anthony Tello.
NED3 Lab Member at the 2023 National Award Reception: Front Row (from left to right): Christy Dunlap and Amanda Williams, and Back Row (from left to right): Han Hu, Stephen Pierson, Corbin Russ, Hari Pandey, and Larry Marshall Jr.

First photo (from left to right): Hari Pandey, Ethan Weems, Corbin Russ, and Anthony Tello at the 2023 Arkansas Space Grant Symposium in Morrilton, AR. Second photo: Amanda Williams at the symposium.

Christy presenting her poster on acoustic-based heat flux measurements at the AI for Thermal Energy Science Workshop in Irvine, CA.

News:

5/9/2022: Congratulations to NED3 on the Engineering Research and Innovation Seed Funding (ERISF) award “Data-Driven Active Control of Cooling Systems Using Reinforcement Learning and Multimodal Fusion” led by Prof. Shengfan Zhang!

4/28/2022: Congratulations to Corbin Russ on his Arkansas Space Grant Consortium STEM award!

4/6/2022: Congratulations to NED3 on the NSF Award “I-Corps: Non-Intrusive Cooling System Fault Detection Using Deep Learning of Acoustic Emissions!” Many thanks to Weston Waldo (王卫地) for introducing the I-Corps program to us, Jana Minifie for the endorsement, and Meredith Adkins for connecting us with the local industry!

3/18/2022: See our story on “Supercomputer Access Will Accelerate Research Progress on Cooling Technologies for Microelectronics” at UARK NewsHPC Wire, and HPC Guru on Twitter.

3/16/2022: Congratulations to Christy Dunlap on her paper “Supervised and Unsupervised Learning Models for Detection of Critical Heat Flux During Pool Boiling” accepted by the ASME 2022 Summer Heat Transfer Conference!

3/14/2022: Congratulations to Hari Pandey on his paper “Non-Intrusive Cooling System Fault Detection and Diagnostics Using Acoustic Emission” accepted by the ASME 2022 Summer Heat Transfer Conference!

February 2, 2022

2/22/2022: Congratulations to Jackson Marsh, Landon Lemmons, Timothy Loftness, Stephen Pierson, and Matthew Buchanan on receiving a grant from the ASGC Student Intensive Training Program!

2/22/2022: Congratulations to Anthony Tello on receiving an ASGC Workforce Development Program award!

2/21/2022: Han Hu gave a talk on “Non-Intrusive, Fast-Response, and Bolt-on Thermal Sensing Using Multimodal Sequences” at the Thermal Transport Cafe.

2/15/2022: Congratulations to NED3 on receiving a Commercialization Fund!

2/9/2022: Congratulations to NED3 on receiving an Neocortex award for computational allocations of wafer-scale engine! NED3 will collaborate with Mr. Jeff Pummill at AHPCC to investigate the computational performance of deep learning models on WSE.

1/26/2022: Congratulations to Jackson Marsh, Landon Lemmons, Timothy Loftness, and Stephen Pierson on receiving an Honors College Research Team Grant! 

1/19/2022: Congratulations to Christy Dunlap on winning the Reginald R. “Barney” & Jameson A. Baxter Graduate Fellowship! 

1/19/2022: Congratulations to Hari Pandey on winning the Reginald R. “Barney” & Jameson A. Baxter Graduate Fellowship! 

12/3/2021: Congratulations to Hari Pandey and his team on being admitted to the NSF I-Corps Program! 

12/18/2021: Congratulations to Conner Heo on his graduation!

12/15/2021: Congratulations to NED3 on winning the XSEDE Renewal Allocation! 

11/4/2021: Congratulations to Hari Pandey on completing the Texas State Regional I-Corps Cohort!