CACS Lab USC

Collaboratory for Advanced Computing and Simulations @ USC

[CACS Lab USC @cacsusc]

We observed our World Quantum Day by attending a lecture on Quantum Dynamics with the students of PHYS 513: Applications of Quantum Computing @USCDornsife. Hope you all had a memorable WQD (4.14)

[CACS Lab USC @cacsusc]

Our members work has been nominated as a finalist for the 2025 @TheOfficialACM's Gordon Bell Prize https://t.co/FAZKQkTOwu
All the best to @johnpennycook, @TaufeqRazakh, @ndrsjhnssn, @bkoz37 & entire 15 member team for their upcoming presentation at #SC25

[CACS Lab USC @cacsusc]

Our work on @argonne's Aurora Supercomputer has been nominated as this year's Gordon Bell Prize finalist by @TheOfficialACM. Please come attend our presentation during #SC25 in person or thru livestream & discover how shining a light on quantum materials sustains 1.87 exaflops.

[CACS Lab USC @cacsusc]

@VBFC Have you read our latest computational work which scaled 15.4 million electron and 1.23 trillion-atom system yet ? Find it now on https://t.co/415ySHMCX5

[Computational Physics Papers @VBFC]

Multiscale light-matter dynamics in quantum materials: from electrons to topological superlattices. https://t.co/4IUI40B8Y8

[CACS Lab USC @cacsusc]

🎉 WHOA! @ScienceDaily just put the spotlight on Allegro-FM AI! We're talking BILLIONS of atoms simulated to create carbon-neutral concrete that captures CO2. Make sure you check out their coverage here: https://t.co/UY4XARZxYk
#AI #ClimateHeroes #HPC

[CACS Lab USC @cacsusc]

Hey @ugonnachikezie1, Intel SA @TaufeqRazakh was working on this 😉

[CACS Lab USC @cacsusc]

Our research pushes the boundaries of simulating complex light-matter dynamics in topological quantum materials while harnessing hardware heterogeneity and low-precision arithmetic! @IXPUG 2025 Nariman Piroozan from Intel Corporation got you covered! https://t.co/VSEGpkFvap #HPC

[CACS Lab USC @cacsusc]

The Journal of Physical Chemistry Letters Vol. 16 No. 25 features Allegro-FM - an Exascale foundational machine learning interatomic potential for versatile material applications and we think it looks fantastic.

https://t.co/5Uti6hII0r
https://t.co/vdElF18gCe

[CACS Lab USC @cacsusc]

@USCViterbi We too are excited about Allegro-FM's breakthroughs @USCViterbi

[CACS Lab USC @cacsusc]

@Dr_Singularity 🙌

[CACS Lab USC @cacsusc]

@7wData 🙌

[CACS Lab USC @cacsusc]

@AKBansal1991 🙌

[CACS Lab USC @cacsusc]

@rohanpaul_ai We are impressed with what you are reading @rohanpaul_ai

[USC Viterbi School @USCViterbi]

Allegro-FM, an artificial intelligence-driven simulation model created by Aiichiro Nakano and Ken-ichi Nomura, has made a startling discovery through simulations: it is possible to recapture carbon dioxide emitted in the process of making concrete and place it back into the concrete that it helped produce. Read more about this new AI tool that could be a breakthrough for materials research, enabling simulations 1000 times larger than previous models. @USCMork @CSatUSC

https://t.co/pnf09Z9OLP

[CACS Lab USC @cacsusc]

Our paper on iodine oxides is featured on the cover of JPCL ✌️
Check out the full text from the team at https://t.co/VTWkJHwZio
@ACS4Authors #MyACSCover

[CACS Lab USC @cacsusc]

Congratulations Taufeq, Ben and Shane! on "PND: Physics-informed neural-network software for molecular dynamics applications"

https://t.co/9z8tMVSCiT

[CACS Lab USC @cacsusc]

https://t.co/rW0uHF7U5a

[CACS Lab USC @cacsusc]

Congratulations Pankaj on "Autonomous reinforcement learning agent for chemical vapor deposition synthesis of quantum materials"! https://t.co/Pw7bVUa4uW

[CACS Lab USC @cacsusc]

Congratulations Pankaj on "Autonomous reinforcement learning agent for stretchable kirigami design of 2D materials"! https://t.co/axrsrcMYuA