Check out this article about our collaboration with @SLAClab in investigating supercritical fluids!

Check out the paper here! Link:

In our most recent paper, we reveal the ultrafast dynamics of molecular clusters in supercritical CO₂, bridging the gap between ballistic & diffusive motion. Using XPCS & MD simulations, we uncover how cluster dynamics impact transport properties Link:

Don't miss our new study on the interfacial dynamics of immiscible propellants at #supercritical pressures! We are able to resolve liquid/vapor interfacial dynamics that significantly impacts atomization and mixing in LOX/GH2 #combustion systems. Link:

This dataset is part of the research by Roshan Samuel and Mathis Bode -- Dive deeper into their work (

Congrats, Dr. Muhunthan! 🎓 Throwback to Priyanka's PhD Defense last Tuesday, where she presented her work on understanding #Supercritical #Fluids using #XRay techniques and atomistic simulations. We wish her all the best for the future! 🎉

Exciting news! In our recent paper, we showed that #ReactingFlows in #PorousMedia exhibit feature that parallels #Turbulence in unconfined flows, providing theoretical underpinning of enhanced mixing and #Combustion efficiencies at these conditions.

We would also like to thank #Google for sharing and helping us postprocess the #FireBench dataset: This high-fidelity simulation data was the backbone of the challenge.

Kaggle’s support in this challenge has also been vital as they not only sponsored the prize pool but have also given invaluable support in the setup of the challenge. First place will be awarded $2,500, second place $1,500 and third place $1,000!

We deeply thank all the speakers who gave wonderful talks highlighting the need for accurate models for environmental flows, covering a diverse range of topics in this challenge! @ymatias @MarshallBBurke @ricardovinuesa @russpoldrack @AmirBaratiF @BenBlaiszik @WalterReade

Excited to share our latest work on #transcritical #Turbulent boundary layers! We unveil new insights into transcritical, turbulent boundary layers, characterizing complexities of attached eddies at transcritical conditions. Link:

Throwback to yesterday when we celebrated the end of the summer! We had our experts in combustion and wildfire oversee our BBQ in the nice Friday afternoon. Have a nice start to the Fall quarter!

The 2024 #FlameAi #Challenge has begun! This is a task to develop a state-of-the-art spatio-temporal #ML model that can accurately forecast the 2D fire propagation as a function of time. Check it out at Kaggle!

We're excited to announce Dr. Ben Blaiszik as a guest speaker at the #FlameAI #Workshop! Don't miss his lecture on Tuesday, 10/01, at 11 AM (PDT)! Zoom Link:

On Thursday, 09/26 11 AM (PDT), Prof. Amir Barati Farimani will hold a lecture on "How Diffusion, Transformers, and Pretraining Transformed Surrogate Modeling for Scientific Applications" in our #FlameAI #Workshop! Zoom link:

We want to highlight Prof. Ian Foster's lecture on "Using satellites, ground sensors, and machine learning to measure exposure to wildfire smoke" on Tuesday, 10/01, at 9 AM (PDT) in our #FlameAI #Workshop! Zoom link:

Last Tuesday, our own Nguyen Ly successfully defended his PhD Thesis! We want to appreciate his hard work with us and wish him the very best for the future! Congrats Dr. Ly!