Dorini Family Professor at Aerospace and Mechanical Engineering, University of Notre Dame
Joined April 2019
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We have a postdoc position open at Notre Dame in machine learning, numerical simulation, and advanced manufacturing. Work spans ML surrogates, Bayesian optimization, and process digital twins.
monsterlab.nd.edu/open-posit…
Notre Dame's @AeroMechND has two open-rank tenure-track searches: one in robotics, one open to all areas. Review begins Nov 1; applications close Dec 1.
Robotics: apply.interfolio.com/192926
All areas: apply.interfolio.com/192927
Tengfei Luo retweeted
The AME department is excited to have Jeff Shield visiting today from the University of Nebraska - Lincoln
ame.nd.edu/events/additive-m…
Tengfei Luo retweeted
Will the next big idea at Notre Dame be yours?
Join the Notre Dame Innovation Challenge Kickoff Event to learn about this year’s challenge and register!
🗓️ August 31 | 5 pm
📍 Dahnke Ballroom
Open to all ND undergrads & grad students
💰 $35K in prizes
🔗 engineering.nd.edu/innovatio…
Tengfei Luo retweeted
Athletic events generate tons of plastic waste. What can we do about it?
Notre Dame’s 2026 Innovation Challenge asks students to reduce, replace, recycle, or reimagine plastic usage at sports events.
💡 Will the next big idea at ND be yours?
Read more: engineering.nd.edu/news/notr…
ALT Notre Dame Innovation Challenge logo over a blue-tinted image of the Golden Dome and campus trees.
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. asme.org/Publications-Submis…
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. lucyinstitute.nd.edu/news-ev…
Modeling Polymers with Neural Networks | ACS In Focus pubs.acs.org/doi/10.1021/acs…
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!
🎓💰🔬 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: open-polymer-challenge.githu… 🚀
Join now (Kaggle): kaggle.com/competitions/neur… 📈
Tengfei Luo retweeted
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!
Tengfei Luo retweeted
📣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! ⬇️
engineering.nd.edu/provosts-…
ALT Doctoral Student Meghana Remella demonstrates work on equipment in the Nanofabrication Facility in Stinson-Remick Hall of Engineering.
Tengfei Luo retweeted
📣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!🎉🎉
engineering.nd.edu/news/gang…
ALT Portrait of Gang Liu, a doctoral student in the Department of Computer Science and Engineering at Notre Dame, wearing clear-framed glasses and a gray sweater with a textured pattern of letters. He is looking directly at the camera against a gradient gray background with a subtle hexagonal pattern.
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. invt.io/1txbkmvw1st
Tengfei Luo retweeted
🚀 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: huggingface.co/spaces/liugan…
#NeurIPS2024
Tengfei Luo retweeted
Be my colleague! Notre Dame CBE is hiring in the energy and sustainability area
apply.interfolio.com/151531 (Junior TT)
apply.interfolio.com/151633 (Senior/Tenured)
and the bio area
apply.interfolio.com/151640 (Junior TT)
apply.interfolio.com/151656 (Senior/Tenured)
Spread the word!
Tengfei Luo retweeted
@NotreDame engineers use machine learning to discover ‘hidden-gem’ materials for greener gas separation membranes.
Read: engineering.nd.edu/news/mach…
ALT Agboola Suleiman holding membrane
Tengfei Luo retweeted
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: go.nd.edu/6b79ec
ALT Group of University of Notre Dame students in matching navy polo shirts, posing proudly with a large model of a yellow aircraft and a university banner in an indoor setting.
Tengfei Luo retweeted
Congratulations to our Notre Dame Rocketry team for being named the 2024 overall winners of the NASA Student Launch!
nasa.gov/learning-resources/…
Proud to be featured in this Tech Dev news. Thank you, @ISS_CASIS, for the support over the years!
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: ow.ly/rF2950SihmF
ALT Notre Dame scientists in a lab
Tengfei Luo retweeted
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. nature.com/articles/s41524-0…
