Our work on using Neural Operators to design a medical catheter just got published in Science Advances. Below you can read the @caltech article giving details on how the project came about as an interdisciplinary collaboration.
You can read more about the AI-side of catheter
@animaanandkumar
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Neural Operators Enable Advanced Medical Catheter Design Innovation
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Neural Operators Optimize Medical Catheter Design in Science Advances
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Our work on using Neural Operators to design a medical catheter just got published in Science Advances. https://t.co/4HJAFIbQgt
— Prof. Anima Anandkumar (@AnimaAnandkumar) 4 janvier 2024
A catheter is a flexible tube to draw fluids out of a human body. Unfortunately, catheters frequently cause bacterial infections by bacteria swimming… pic.twitter.com/TwiysyswncOur work on using Neural Operators to design a medical catheter just got published in Science Advances. http://
tensorlab.cms.caltech.edu/users/anima/ca
theter.html
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A catheter is a flexible tube to draw fluids out of a human body. Unfortunately, catheters frequently cause bacterial infections by bacteria swimming -
AI and Science Mainstream: 2023 Research Highlights
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2023 is the year that we took AI+Science mainstream. My research summary of an amazingly productive year. http://
tensorlab.cms.caltech.edu/users/anima/20
23_research_highlights.html
… In 2018, I co-founded the @caltech #AI+#Science initiative that spurred deep collaborations leading to many of these developments. Looking forward -
AI Weather Models: FourCastNet’s Competitive Evolution
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I agree. When we started working on AI+Weather and launched FourCastNet, there was so much skepticism. We were the first high-resolution AI-based weather model to be competitive with respect to numerical weather predictions. Great to see a Cambrian evolution of AI models in this
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FourCastNet: AI Weather Model Thousands Times Faster
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Thank you @RyanMaue for posting about our FourCastNet model. It was the first AI high-resolution weather model to show that accurate weather forecasting is possible while being tens of thousands of times faster than numerical weather models, which paved the way for other AI… https://t.co/MYW3k28Tkj
— Prof. Anima Anandkumar (@AnimaAnandkumar) 28 décembre 2023Thank you @RyanMaue for posting about our FourCastNet model. It was the first AI high-resolution weather model to show that accurate weather forecasting is possible while being tens of thousands of times faster than numerical weather models, which paved the way for other AI
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AI Automates Surgical Feedback Analysis for Training
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Our paper "Deep Multimodal Fusion for Surgical Feedback Classification" won the best proceedings paper at @SymposiumML4H
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tinyurl.com/deep-surgical-
feedback
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We're revolutionizing #SurgicalTraining by automating feedback analysis using #MachineLearning. We've developed the first #AI -
FourCastNet AI Weather Model Offers Improved Long-term Stability
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It's great to see more interest in running AI-based weather models. @WorldClimateSvc I encourage you to try our FourCastNet model, also running on @ECMWF https://t.co/O2IPWOUvbY which has much better longer-term stability due to its spherical geometry.
— Prof. Anima Anandkumar (@AnimaAnandkumar) 24 novembre 2023
I also agree with the use… https://t.co/rVSdGh3hbJIt's great to see more interest in running AI-based weather models. @WorldClimateSvc I encourage you to try our FourCastNet model, also running on @ECMWF https://
github.com/ecmwf-lab/ai-m
odels-fourcastnetv2
… which has much better longer-term stability due to its spherical geometry. I also agree with the use -
AI Cannot Replace Human Artistic Creation and Desire
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M11 with a vintage lens to give that retro look. I am convinced that AI cannot replace our innate desire to create art. Sometimes you need to go retro.
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LeanDojo: Reducing LLM Hallucinations in Theorem Proving
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For natural language, reducing hallucinations is a tradeoff between utility and creativity. Not so, for theorem proving and other applications that can be formally verified and certified. Check out our LeanDojo https://
leandojo.org using LLMs including GPT4 interface that has -
FourCastNet Open-Sourced: Beyond Deterministic Forecast Scores
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Thank you for your post. We have recently open-sourced our FourCastNet model and code. I agree with your thread, but also want to add one more point: Improving just the deterministic forecast scores is not enough. Instead, the ultimate goal is the probabilistic scores of