Tengfei Luo

Dorini Family Professor at Aerospace and Mechanical Engineering, University of Notre Dame

[Tengfei Luo @MonsterLab_ND]

Our special issue on AI and machine learning for thermal science and engineering is now open at the ASME Journal of Heat and Mass Transfer. Physics-informed learning, digital twins, inverse design, LLMs, reinforcement learning. Due Oct 31, 2026. https://t.co/cNHrnioTPX

[Tengfei Luo @MonsterLab_ND]

Polymers are critical for diverse thermal applications. Our AI & Materials Initiative @lucy_institute uses transfer learning + our ADEPT/PolyGraphMT pipeline to predict polymer thermal properties across 1M+ materials. Led with Sobin Alosious & Meng Jiang. https://t.co/wqvlVTQD5d

[Tengfei Luo @MonsterLab_ND]

Modeling Polymers with Neural Networks | ACS In Focus https://t.co/oJEzUAMZ21

[Tengfei Luo @MonsterLab_ND]

Our Open Polymer Competition hosted by Kaggle is challenging you to bring your best ML model for polymers. And you have the chance to bring home a portion of the $50K prize money!

[Gang Liu @gliu0329]

🎓💰🔬 Want to learn machine learning, win a cash prize (USD 50K in total!!), and help drive real progress in discovering new polymer materials?

All available at our NeurIPS 2025 Open Polymer Challenge: https://t.co/yvZcl2VD4m 🚀

Join now (Kaggle): https://t.co/FAQe20XlEy 📈

[Notre Dame AME @AeroMechND]

Congratulations to the Aerospace and Mechanical Engineering Class of 2025 at Notre Dame!
Whether you’re heading to industry, grad school, or beyond, know that you’re always part of the AME family. Go Irish! Be a Force for Good!

[Notre Dame Engineering @NDengineering]

📣Calling early-career scientists & engineers!
Announcing the new Provost’s Postdoctoral Fellowship in Engineering at Notre Dame!
☑️ 24-months
☑️ Competitive stipend & research funding
☑️ Mentorship & professional development
Apply by April 6, 2025! ⬇️
https://t.co/ZSGFWSQ8he

[Notre Dame Engineering @NDengineering]

📣Congrats to Gang Liu, a doctoral student in @ND_CSE, on receiving a 2024-25 IBM PhD Fellowship! Liu’s research applies graph machine learning to discover new materials. Congratulations!🎉🎉
https://t.co/oJJkLhuOaH

[Tengfei Luo @MonsterLab_ND]

Mechanical engineering researchers: I encourage you to present at ASME's IMECE 2025. Showcase your research at one of the largest engineering events in the world. https://t.co/Re8sdGgmq3

[Gang Liu @gliu0329]

🚀 Graph Diffusion Transformers (Graph DiTs) are accepted by NeurIPS 2024 as an Oral!🎉

🔬 Leveraging Graph DiTs to drive breakthroughs in multi-conditional molecular design and scientific discovery.

Have fun with the demo: https://t.co/O7evUqWPd5

#NeurIPS2024

[Edward Maginn @ejmaginn]

Be my colleague! Notre Dame CBE is hiring in the energy and sustainability area
https://t.co/439iYexcgf (Junior TT)
https://t.co/cciKng3NLO (Senior/Tenured)
and the bio area
https://t.co/8LJfjUfKX9 (Junior TT)
https://t.co/Aq8NADb2nz (Senior/Tenured)
Spread the word!

[Notre Dame Engineering @NDengineering]

@NotreDame engineers use machine learning to discover ‘hidden-gem’ materials for greener gas separation membranes.
Read: https://t.co/6AYijWr2nr

[University of Notre Dame @NotreDame]

Congratulations to @NDengineering's Rocketry Team for taking first place in NASA's Student Launch competition!

The winning rocket "Dr. Joe" was named after their graduate student advisor and beat 48 other universities in the 9-month long challenge.

More: https://t.co/gdoA9lgqeq

[Notre Dame AME @AeroMechND]

Congratulations to our Notre Dame Rocketry team for being named the 2024 overall winners of the NASA Student Launch!

https://t.co/7uEmkKTGKu

[Tengfei Luo @MonsterLab_ND]

Proud to be featured in this Tech Dev news. Thank you, @ISS_CASIS, for the support over the years!

[ISS National Lab @ISS_CASIS]

Learn about groundbreaking investigations that showcase how researchers, companies, & organizations are taking advantage of the unique conditions available through the ISS National Lab to solve #techdev challenges that pave the way for benefits on Earth: https://t.co/9YJjlB3X9F

[Jian-Xun Wang @wertyfg]

Happy to share our recent npj compute mater paper, "Probabilistic Physics-Integrated Neural Differentiable Modeling for Isothermal Chemical Vapor Infiltration Process," - application of neural differentiable modeling for composite manufacturing. https://t.co/dx7dG495NP

[Notre Dame Research @UNDResearch]

Today, @NotreDame was named one of the top 100 U.S. universities for the number of patents granted. This news honors the steps researchers take to translate innovation into impact. Resources like the @ndideacenter play critical roles in that process.

https://t.co/1tfoDreNQM

[Notre Dame Research @UNDResearch]

Research at @NotreDame is out of this world — now more than ever. The University was recently inducted into @USRAedu, which works to advance space-related science, technology, and engineering innovations.

Learn more: https://t.co/8w6skhf1pG

[University of Notre Dame @NotreDame]

"#ND2024 ... No other class in Notre Dame’s history has had to show more tenacity, more grit, more ‘fight’ to come to this day. Be proud of what you have done.

Use what you have learned here and show the same fight in meeting the challenges before you." - Fr. Jenkins

[Tengfei Luo @MonsterLab_ND]

@NotreDameEnergy @NDnano Congratulations!

[University of Notre Dame @NotreDame]

Notre Dame researchers have presented clear images of #nanoplastics in ocean water for the first time.

Some of the tiny plastic particles were found as deep as 300m suggesting that contamination is not restricted to the ocean surface: https://t.co/GxGmgD1gUr

#EarthDay