Jian-Xun Wang

Great to have the opportunity to give a 1.5-hour tutorial on Generative AI for forward and inverse modeling of complex physical systems at BIRS UQ in Neural Network Workshop. It was a great experience!

📣 Excited to share our #CoNFiLD work (Conditional Neural Field Latent Diffusion Model for Transient Turbulence) is now published in Nature Communications! Check it out here: doi.org/10.1038/s41467…. #FluidDynamics #GenerativeAI #DigitalTwins #AI4Science #CoMSAIL

Our paper on integrating differentiable CFD with generative diffusion modeling for spatiotemporal turbulence is now published in #CMAME! A hybrid neural solver that combines generative AI and numerical PDEs through differentiable programming. Check it out sciencedirect.com/science/articl…

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/s4152…

Our paper "Multi-resolution partial differential equations preserved learning framework for spatiotemporal dynamics" finally got published on Nature portfolio journal - Communications Physics nature.com/articles/s4200…. A physics-integrated hybrid neural differentiable model.

Excited to share our recent CMAME publication - "Bayesian conditional diffusion models for versatile spatiotemporal turbulence generation". You can access the paper @ sciencedirect.com/science/articl… More results can be found @ sites.nd.edu/jianxun-wang/b… #AI4Science #SciML #CoMSAIL

And a big thank you to the invited speakers (@AnimaAnandkumar, @eigensteve, @MilesCranmer, Tarek Echekki, @shoyer, George Karniadakis, @314159K, @aaron_lou, @AlessParente, @WalterReade, @AlexTamkin, @wertyfg, and Shashank Yellapantula) for great talks on SOTA SciML!

Speaker Announcement! 🚨 Prof @wertyfg will be speaking on "Differentiable Hybrid Neural Modeling for Spatiotemporal Physics" Join (by Aug 22 )the FLAME AI workshop on Sept 5 to 15! Stay tuned for more updates! Link: flame-ai-workshop.github.io

Introducing the newest addition to our family, Baby Ryan, born on 8/8/2023! 👶💕🎂🍼

Congratulations to Dr. Han Gao and Dr. Luning Sun, the very first two PhDs from my group, on successfully defending their dissertations! Their incredible achievements during this five-year journey are truly inspiring. Wishing them both continued success in their future endeavors.

Students reporting From the Future, featuring 3 @NotreDame faculty doing amazing work in #AI. @wjscheirer @wertyfg @tim_weninger @CSE @AME ndsmcobserver.com/2023/02/from-t…

@MonsterLab_ND Well deserved 👏👍😃

I’m truly grateful for all the support I have received over the years from my great colleagues, collaborators and students.

🤷😤😤Marshall?

Thanks for the support from the Lucy Institute!

Happy to be selected to the list of 2022 Top 10 Outstanding Chinese American Youth, during Asian American and Pacific Islander Heritage Month! lapost.us/?p=47895 @AeroMechND @NDengineering @ND_ECI @lucy_institute @NotreDameEnergy

@amandavande1 I am upset to see this trend is going to harm the US scientific competitiveness for the next generation… Yes, they should ask STEM Professors’ opinions before proposing ridiculous things…

What is happening in CA is tragic. It seems a high pain:benefit ratio for outsiders who can see the train wreck that the revised mathematics framework will bring to CA. If you care about improved math proficiency as an economic gateway for all children, please ask these leaders:

Happy to share our work "Predicting Physics in Mesh-Reduced Space with Temporal Attention", which has been accepted to ICLR 2022. This is a collaborative work with Tufts and DeepMind. Arxiv link: lnkd.in/dxvZRXWC.

Congrats to my student Pan Du on winning the 2nd-place poster award at Fall Symposium of Lucy Family institute for Data Science and Society. The award was presented by the mayor of South Bend with such a big check for $200😂 @AeroMechND