--- title: Nvidia's open-source sim cuts robot training to 2 minutes description: Nvidia has open-sourced a Medical Physics Simulation framework under its Isaac for Healthcare platform that reduces surgical robot policy training time from... canonical: https://daily.dev/posts/nvidia-s-open-source-sim-cuts-robot-training-to-2-minutes-8h11jackd twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Nvidia's open-source sim cuts robot training to 2 minutes | daily.dev og:description: Nvidia has open-sourced a Medical Physics Simulation framework under its Isaac for Healthcare platform that reduces surgical robot policy training time from... og:url: https://daily.dev/posts/nvidia-s-open-source-sim-cuts-robot-training-to-2-minutes-8h11jackd og:image: https://api.daily.dev/og/posts/8H11JAcKd.png og:image:alt: Nvidia's open-source sim cuts robot training to 2 minutes og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Nvidia's open-source sim cuts robot training to 2 minutes **[The Next Web](https://daily.dev/sources/tnw)** · 3 min read · 0 upvotes · 0 comments ## Summary Nvidia has open-sourced a Medical Physics Simulation framework under its Isaac for Healthcare platform that reduces surgical robot policy training time from over five hours to under two minutes by running 8,192 parallel GPU environments. The framework combines classical physics engines (Warp and Newton) with a generative AI model called Cosmos-H Dreams to simulate tissue deformation, fluoroscopy, and ultrasound. Medtronic, Johnson & Johnson MedTech, and CMR Surgical are already using it for surgical digital twins and endovascular training. The open-source strategy positions Nvidia as the default infrastructure layer for next-generation surgical robotics, though regulatory acceptance of synthetic training evidence remains an open question. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [NVIDIA Cosmos-H-Dreams: Bringing Real-Time Generative Simulation to Surgical Robotics](https://daily.dev/posts/nvidia-cosmos-h-dreams-bringing-real-time-generative-simulation-to-surgical-robotics-9r3gghrgf) · Hugging Face · 0 upvotes · 0 comments - [The Cadence-Nvidia robotics deal](https://daily.dev/posts/the-cadence-nvidia-robotics-deal-3q1gmmw8f) · The Next Web · 0 upvotes · 0 comments - [From Simulation to Production: How to Build Robots With AI](https://daily.dev/posts/from-simulation-to-production-how-to-build-robots-with-ai-yezga7ll3) · NVIDIA · 0 upvotes · 0 comments - [Build Synthetic Data Pipelines to Train Smarter Robots with NVIDIA Isaac Sim](https://daily.dev/posts/build-synthetic-data-pipelines-to-train-smarter-robots-with-nvidia-isaac-sim-1a03g4zbf) · NVIDIA Developer · 0 upvotes · 0 comments --- Tags: [#nvidia](https://daily.dev/tags/nvidia), [#robotics](https://daily.dev/tags/robotics) [View this post on daily.dev](https://daily.dev/posts/nvidia-s-open-source-sim-cuts-robot-training-to-2-minutes-8h11jackd) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Nvidia's open-source sim cuts robot training to 2 minutes","url":"https://daily.dev/posts/nvidia-s-open-source-sim-cuts-robot-training-to-2-minutes-8h11jackd","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/nvidia-s-open-source-sim-cuts-robot-training-to-2-minutes-8h11jackd"},"datePublished":"2026-07-23T15:44:34.688Z","dateModified":"2026-07-28T21:34:58.797Z","description":"Nvidia has open-sourced a Medical Physics Simulation framework under its Isaac for Healthcare platform that reduces surgical robot policy training time from...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/153aff9d45225eb4390d82c9b5e682a6?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/153aff9d45225eb4390d82c9b5e682a6?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"The Next Web","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"The Next Web","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tnw","url":"https://daily.dev/sources/tnw"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/nvidia-s-open-source-sim-cuts-robot-training-to-2-minutes-8h11jackd","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"nvidia,robotics","timeRequired":"PT3M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"The Next Web","item":"https://daily.dev/sources/tnw"},{"@type":"ListItem","position":3,"name":"Nvidia's open-source sim cuts robot training to 2 minutes"}]} ```