Kurth, Rietmann, Bisson, Paris, Carpentieri, Kossaifi, Anandkumar, Hundt, Bonev: A library for differentiable signal processing and machine learning on the sphere https://arxiv.org/abs/2609.39737 https://arxiv.org/pdf/2609.39737 https://arxiv.org/html/2609.39737
October 1, 2026 at 6:45 AM
Kurth, Rietmann, Bisson, Paris, Carpentieri, Kossaifi, Anandkumar, Hundt, Bonev: A library for differentiable signal processing and machine learning on the sphere https://arxiv.org/abs/2609.39737 https://arxiv.org/pdf/2609.39737 https://arxiv.org/html/2609.39737
Yubo Cao, Xi Deng, Mengqi Xia, Vignesh Gopakumar, Ander Gray, Anima Anandkumar: PTNO: Training Neural Operators with Noisy Monte Carlo Estimates for Particle Transport Problems https://arxiv.org/abs/2609.40090 https://arxiv.org/pdf/2609.40090 https://arxiv.org/html/2609.40090
October 1, 2026 at 6:40 AM
Yubo Cao, Xi Deng, Mengqi Xia, Vignesh Gopakumar, Ander Gray, Anima Anandkumar: PTNO: Training Neural Operators with Noisy Monte Carlo Estimates for Particle Transport Problems https://arxiv.org/abs/2609.40090 https://arxiv.org/pdf/2609.40090 https://arxiv.org/html/2609.40090
High precision PINNs in unbounded domains: application to singularity formulation in PDEs
Yixuan Wang, Ziming Liu, Zongyi Li, Anima Anandkumar, Thomas Y. Hou
Action editor: William Redman
https://openreview.net/forum?id=g34kZZAbT8
#singularities #singularity #pdes
Yixuan Wang, Ziming Liu, Zongyi Li, Anima Anandkumar, Thomas Y. Hou
Action editor: William Redman
https://openreview.net/forum?id=g34kZZAbT8
#singularities #singularity #pdes
September 22, 2026 at 8:20 AM
High precision PINNs in unbounded domains: application to singularity formulation in PDEs
Yixuan Wang, Ziming Liu, Zongyi Li, Anima Anandkumar, Thomas Y. Hou
Action editor: William Redman
https://openreview.net/forum?id=g34kZZAbT8
#singularities #singularity #pdes
Yixuan Wang, Ziming Liu, Zongyi Li, Anima Anandkumar, Thomas Y. Hou
Action editor: William Redman
https://openreview.net/forum?id=g34kZZAbT8
#singularities #singularity #pdes
The AI founders who walked away from Bezos-backed Prometheus to model the universe
https://justpaste.in/news/accelerated-understanding-anima-anandkumar-benedikt-jenik-profile/
https://justpaste.in/news/accelerated-understanding-anima-anandkumar-benedikt-jenik-profile/
The AI founders who walked away from Bezos-backed Prometheus to model the universe
justpaste.in
September 18, 2026 at 12:31 PM
The AI founders who walked away from Bezos-backed Prometheus to model the universe
https://justpaste.in/news/accelerated-understanding-anima-anandkumar-benedikt-jenik-profile/
https://justpaste.in/news/accelerated-understanding-anima-anandkumar-benedikt-jenik-profile/
Yao, Hsu, Deng, Gupta, Ju, Benson, Wen, Anandkumar: PosteriorBench: From Point Estimates to Posterior Matching in Evaluating Generative Inverse Solvers https://arxiv.org/abs/2609.20794 https://arxiv.org/pdf/2609.20794 https://arxiv.org/html/2609.20794
September 18, 2026 at 6:44 AM
Yao, Hsu, Deng, Gupta, Ju, Benson, Wen, Anandkumar: PosteriorBench: From Point Estimates to Posterior Matching in Evaluating Generative Inverse Solvers https://arxiv.org/abs/2609.20794 https://arxiv.org/pdf/2609.20794 https://arxiv.org/html/2609.20794
Robert Joseph George, Will Adkisson, Anima Anandkumar: FloatLib: Verified Floating-Point Arithmetic in Lean https://arxiv.org/abs/2609.19352 https://arxiv.org/pdf/2609.19352 https://arxiv.org/html/2609.19352
September 18, 2026 at 6:42 AM
Robert Joseph George, Will Adkisson, Anima Anandkumar: FloatLib: Verified Floating-Point Arithmetic in Lean https://arxiv.org/abs/2609.19352 https://arxiv.org/pdf/2609.19352 https://arxiv.org/html/2609.19352
¿Cuál es el futuro del descubrimiento científico en la nueva era de la inteligencia artificial (IA)?
magazine.caltech.edu/post/ai-tran...
magazine.caltech.edu/post/ai-tran...
A Trio of Caltech Experts Explains How AI Is Transforming Scientific Discovery — Caltech Magazine
Anima Anandkumar, the Bren Professor of Computing and Mathematical Sciences; Maria Spiropulu, the Shang-Yi Ch'en Professor of Physics; and alumnus Sara Beery (PhD ’23), a faculty member at MIT, discus...
magazine.caltech.edu
September 17, 2026 at 4:09 PM
¿Cuál es el futuro del descubrimiento científico en la nueva era de la inteligencia artificial (IA)?
magazine.caltech.edu/post/ai-tran...
magazine.caltech.edu/post/ai-tran...
Stable singularity of the Euler equations on ℝ³. ~ Adarsh Ganeshram, Valentin Duruisseaux, Anima Anandkumar. arxiv.org/abs/2609.108... #AI4Math #LeanProver #ITP
Stable Singularity of the Euler Equations on $\mathbb{R}^3$
We provide evidence of a stable finite-time singularity in the 3D Euler equations on the unbounded domain. Using a physics-informed neural network (PINN) with a self-similar ansatz, we find an approxi...
arxiv.org
September 15, 2026 at 9:22 AM
Stable singularity of the Euler equations on ℝ³. ~ Adarsh Ganeshram, Valentin Duruisseaux, Anima Anandkumar. arxiv.org/abs/2609.108... #AI4Math #LeanProver #ITP
AI Researchers Who Walked Away From Bezos Just Launched a Physics Model That Ditches Transformers Entirely: Former NVIDIA scientist Anima Anandkumar turned down Bezos-backed Prometheus to build a physics AI using neural operators instead of Transformers.
Continue reading... #ainews #nvidia
Continue reading... #ainews #nvidia
AI Researchers Who Walked Away From Bezos Just Launched a Physics Model That Ditches Transformers Entirely
Former NVIDIA scientist Anima Anandkumar turned down Bezos-backed Prometheus to build a physics AI using neural operators instead of Transformers.
Continue reading...
www.vktr.com
September 14, 2026 at 3:59 PM
Adarsh Ganeshram, Valentin Duruisseaux, Anima Anandkumar: Stable Singularity of the Euler Equations on $\mathbb{R}^3$ https://arxiv.org/abs/2609.10867 https://arxiv.org/pdf/2609.10867 https://arxiv.org/html/2609.10867
September 11, 2026 at 6:46 AM
Adarsh Ganeshram, Valentin Duruisseaux, Anima Anandkumar: Stable Singularity of the Euler Equations on $\mathbb{R}^3$ https://arxiv.org/abs/2609.10867 https://arxiv.org/pdf/2609.10867 https://arxiv.org/html/2609.10867
Valentin Duruisseaux, Adarsh Ganeshram, Robert J. George, Anima Anandkumar: Stability Framework for the Singularity of the Euler Equations on $\mathbb{R}^3$ https://arxiv.org/abs/2609.10860 https://arxiv.org/pdf/2609.10860 https://arxiv.org/html/2609.10860
September 11, 2026 at 6:46 AM
Valentin Duruisseaux, Adarsh Ganeshram, Robert J. George, Anima Anandkumar: Stability Framework for the Singularity of the Euler Equations on $\mathbb{R}^3$ https://arxiv.org/abs/2609.10860 https://arxiv.org/pdf/2609.10860 https://arxiv.org/html/2609.10860
Interestingly, there are not one but two breakthroughs from openly human-led teams related to NS. BOT have released incomplete proofs early to maneuver around the openai "scoop". (The other is from Anima Anandkumar's group and has less drama involved.)
Terence Tao (@tao@mathstodon.xyz)
By sheer coincidence, another completely independent result on the Euler blowup question has just been released by Ganeshram, Duruisseaux, and Anandkumar https://anima-ai.org/2026/09/07/stable-singula...
mathstodon.xyz
September 8, 2026 at 6:44 PM
Interestingly, there are not one but two breakthroughs from openly human-led teams related to NS. BOT have released incomplete proofs early to maneuver around the openai "scoop". (The other is from Anima Anandkumar's group and has less drama involved.)
Stable Singularity of the Euler Equations on R^3 without forcing
Adarsh Ganeshram, Valentin Duruisseaux, Anima Anandkumar
"Our starting point is a physics-informed neural network (PINN) to come up with an approximate answer, and then to argue stability around that to complete the proof."
Adarsh Ganeshram, Valentin Duruisseaux, Anima Anandkumar
"Our starting point is a physics-informed neural network (PINN) to come up with an approximate answer, and then to argue stability around that to complete the proof."
Stable Singularity of the Euler Equations on R^3 without forcing | Anima on AI
anima-ai.org
September 8, 2026 at 11:13 AM
Stable Singularity of the Euler Equations on R^3 without forcing
Adarsh Ganeshram, Valentin Duruisseaux, Anima Anandkumar
"Our starting point is a physics-informed neural network (PINN) to come up with an approximate answer, and then to argue stability around that to complete the proof."
Adarsh Ganeshram, Valentin Duruisseaux, Anima Anandkumar
"Our starting point is a physics-informed neural network (PINN) to come up with an approximate answer, and then to argue stability around that to complete the proof."
More than that, it's the fact that this happened extremely fast, using models that only got good enough to even fathom this sort of thing about six months ago.
Tao has been doing writeups:
mathstodon.xyz/@tao/1172341...
Tao has been doing writeups:
mathstodon.xyz/@tao/1172341...
Terence Tao (@tao@mathstodon.xyz)
By sheer coincidence, another completely independent result on the Euler blowup question has just been released by Ganeshram, Duruisseaux, and Anandkumar https://anima-ai.org/2026/09/07/stable-singula...
mathstodon.xyz
September 8, 2026 at 10:48 AM
More than that, it's the fact that this happened extremely fast, using models that only got good enough to even fathom this sort of thing about six months ago.
Tao has been doing writeups:
mathstodon.xyz/@tao/1172341...
Tao has been doing writeups:
mathstodon.xyz/@tao/1172341...
<We have found stable singularity on 3D Euler!>
Prof. Anima Anandkumar @ caltech
Prof. Anima Anandkumar @ caltech
September 8, 2026 at 7:19 AM
<We have found stable singularity on 3D Euler!>
Prof. Anima Anandkumar @ caltech
Prof. Anima Anandkumar @ caltech
Cheng, Duruisseaux, Clauser, Sahadath, Yang, Pan, Ferraro, Anandkumar, Ji, Rea: Equation Recast for Canonical Operator Learning Across Parametric PDEs https://arxiv.org/abs/2609.02982 https://arxiv.org/pdf/2609.02982 https://arxiv.org/html/2609.02982
September 4, 2026 at 6:42 AM
Cheng, Duruisseaux, Clauser, Sahadath, Yang, Pan, Ferraro, Anandkumar, Ji, Rea: Equation Recast for Canonical Operator Learning Across Parametric PDEs https://arxiv.org/abs/2609.02982 https://arxiv.org/pdf/2609.02982 https://arxiv.org/html/2609.02982
🔄 Updated Arxiv Paper
Title: SS-ESOAP: Self-Scaled Adaptive Preconditioning for Physics-Informed Learning
Authors: Guangyuan Wang, Mads Toftrup, Sebastian Loeschcke, Yixuan Wang, Anima Anandkumar
Read more: https://arxiv.org/abs/2608.29448
Title: SS-ESOAP: Self-Scaled Adaptive Preconditioning for Physics-Informed Learning
Authors: Guangyuan Wang, Mads Toftrup, Sebastian Loeschcke, Yixuan Wang, Anima Anandkumar
Read more: https://arxiv.org/abs/2608.29448
September 1, 2026 at 8:02 AM
🔄 Updated Arxiv Paper
Title: SS-ESOAP: Self-Scaled Adaptive Preconditioning for Physics-Informed Learning
Authors: Guangyuan Wang, Mads Toftrup, Sebastian Loeschcke, Yixuan Wang, Anima Anandkumar
Read more: https://arxiv.org/abs/2608.29448
Title: SS-ESOAP: Self-Scaled Adaptive Preconditioning for Physics-Informed Learning
Authors: Guangyuan Wang, Mads Toftrup, Sebastian Loeschcke, Yixuan Wang, Anima Anandkumar
Read more: https://arxiv.org/abs/2608.29448
Guangyuan Wang, Mads Toftrup, Sebastian Loeschcke, Yixuan Wang, Anima Anandkumar: SS-ESOAP: Self-Scaled Adaptive Preconditioning for Physics-Informed Learning https://arxiv.org/abs/2608.29448 https://arxiv.org/pdf/2608.29448 https://arxiv.org/html/2608.29448
September 1, 2026 at 6:43 AM
Guangyuan Wang, Mads Toftrup, Sebastian Loeschcke, Yixuan Wang, Anima Anandkumar: SS-ESOAP: Self-Scaled Adaptive Preconditioning for Physics-Informed Learning https://arxiv.org/abs/2608.29448 https://arxiv.org/pdf/2608.29448 https://arxiv.org/html/2608.29448
Anima Anandkumar Turned Down Bezos Billions to Build Physics AI Instead
->Startup Fortune | More on "Physics AI over language models" at BigEarthData.ai | #ai #physics
->Startup Fortune | More on "Physics AI over language models" at BigEarthData.ai | #ai #physics
Anima Anandkumar Turned Down Bezos Billions to Build Physics AI Instead
Two AI researchers turned down a board seat. They also said no to a $2 million salary and a stake in Jeff Bezos-backed Project Prometheus - and chose to build a physics AI instead. Accelerated Understanding says its new model, built on neural operators rather than Transformers, processed 5 trillion data points in a single prompt. Two Caltech-trained researchers turned it down anyway: a board seat, a $2 million salary, a stake in a $12 billion Jeff Bezos-backed company. That's not a small ask to refuse. They bet instead that the next leap in AI won't come from making chatbots smarter, but from teaching machines to understand physics. If you've spent the past three years assuming every serious AI bet runs through a bigger Transformer, this one doesn't fit that story. Anima Anandkumar and Benedikt Jenik just unveiled Accelerated Understanding, an AI system that skips the Transformer architecture powering ChatGPT, Gemini and Claude entirely. In its place sits a neural operator. It's a mathematical approach Anandkumar helped pioneer during her years at Nvidia, built to learn how physical systems evolve across space and time rather than how words follow other words. The claim that got people talking: in testing, the...
startupfortune.com
August 30, 2026 at 11:39 AM
Honored to be named one of the 100 most influential people in AI by Time right on the heels of the public launch of our company @acceleratedunderstanding.com Excited to see new inventions and discoveries this will unlock! #TIME100AI time.com/collection/t...
TIME100 AI 2026: Anima Anandkumar
Find out why Anima Anandkumar made TIME’s list of the most influential people in artificial intelligence
time.com
August 30, 2026 at 3:00 AM
Honored to be named one of the 100 most influential people in AI by Time right on the heels of the public launch of our company @acceleratedunderstanding.com Excited to see new inventions and discoveries this will unlock! #TIME100AI time.com/collection/t...
Who is Anima Anandkumar? Meet the Indian AI scientist who’s made it to TIME’s AI 100 list |
Anima Anandkumar has spent much of her career trying to bring two worlds closer together: artificial intelligence and science.Now, that work has earned her a spot on TIME’s list of the 100 most influential…
Anima Anandkumar has spent much of her career trying to bring two worlds closer together: artificial intelligence and science.Now, that work has earned her a spot on TIME’s list of the 100 most influential…
Who is Anima Anandkumar? Meet the Indian AI scientist who’s made it to TIME’s AI 100 list |
Anima Anandkumar has spent much of her career trying to bring two worlds closer together: artificial intelligence and science.Now, that work has earned her a spot on TIME’s list of the 100 most influential people in AI. The Indian-born scientist has worked on using AI to tackle some seriously complex problems, from predicting the weather and understanding nuclear fusion to developing medicines and exploring quantum technology.Following the recognition, Anandkumar shared the news on X, saying she was honoured to be included.
healthandfitnesstoguide.com
August 29, 2026 at 5:49 PM
Who is Anima Anandkumar? Meet the Indian AI scientist who’s made it to TIME’s AI 100 list |
Anima Anandkumar has spent much of her career trying to bring two worlds closer together: artificial intelligence and science.Now, that work has earned her a spot on TIME’s list of the 100 most influential…
Anima Anandkumar has spent much of her career trying to bring two worlds closer together: artificial intelligence and science.Now, that work has earned her a spot on TIME’s list of the 100 most influential…