Our researchers have developed a novel Monte Carlo method for computing derivatives of partial differential equation (PDE) solutions with respect to problem parameters. Key features include: ✅ Arbitrary point evaluation without global solve or mesh construction ✅ Ideal for inverse problems with complex geometries ✅ Easily parallelizable and agnostic to boundary representation ✅ Focuses on screened Poisson equations for diverse applications This method enables: 📐 PDE-constrained shape optimization 📊 Joint estimation of derivatives for all parameters ⚡ Fast, stable convergence in stochastic gradient-based optimization 🌡️ Applications span thermal design, shape from diffusion, and computer graphics. And, the approach promises significant advancements in scientific and geometric computing. Read the paper shared at #SIGGRAPHAsia2024 ➡️ https://nvda.ws/3ZBzQsq #NVIDIAResearch
About us
Preventing disease. Building smart cities. Revolutionizing analytics. These are just a few things happening today where AI initiatives are creating real results for businesses.
- Website
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http://nvda.ws/2nfcPK3
External link for NVIDIA AI
- Industry
- Computer Hardware Manufacturing
- Company size
- 10,001+ employees
- Headquarters
- Santa Clara, CA
Updates
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✨ 🤖 New from #NVIDIAResearch: Project GR00T’s MaskedMimic is a single unified controller for physically simulated humanoids. Our system is capable of generating a wide range of motions across diverse terrains from intuitive user-defined intents. ➡️ https://lnkd.in/g9z__3iK 👀 Read the tech blog where we show several applications, including generating full-body motion from partial joint target positions, responding to joystick steering, engaging in object interactions, following paths, interpreting text commands, and even combining these modalities, such as executing text-stylized path following. #SIGGRAPHAsia2024
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🎉 NVIDIA has been honored by AWS Partners as the GenAI Tools Partner of the Year at #AWSreInvent. This recognition underscores our commitment to empowering developers, researchers, and organizations with cutting-edge generative AI solutions with the NVIDIA AI Platform. 📝 Together with Amazon Web Services (AWS), we're driving innovation and helping unlock the full potential of generative AI for industries worldwide.
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🔏 Microservices bring new security challenges. Automation is key for consistent security and rapid threat response. ✨ Learn how to automate vulnerability remediation using NVIDIA AI Blueprint and Amazon Web Services (AWS). Tech blog ➡️ https://nvda.ws/3B0Wkd7 #AWSreInvent
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NVIDIA AI reposted this
In honor of International Day of Persons with Disabilities (#IDPD), join Sara Minkara, U.S. Special Advisor on International Disability Rights, and Dr. Tim Shriver, Chairman of Special Olympics, as they explore the potential of #AI in special education and the importance of inclusion in AI development. Listen now on the NVIDIA AI Podcast: https://nvda.ws/3ZzedsC
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🌟 Boost your AI #inference throughput by up to 3.6x. ⚡Learn how in this technical deep dive ➡️ https://nvda.ws/3ZCZTzD We now support speculative decoding and tripling token throughput with our NVIDIA #TensorRT-LLM. Perfect for your generative #AI apps.
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NVIDIA AI reposted this
Looking to start building your own operations #DigitalTwins? 🛠️ Join this week's livestream to hear from Microsoft Azure & NVIDIA experts on how #NVIDIAOmniverse & #OpenUSD are powering industrial transformations. 📆 https://nvda.ws/4eWwVir
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Come see us at #AWSreInvent 🚀 Visit booth #1620 on the showfloor and explore how we’re driving innovation with interactive demos across four themes: 1️⃣ Powering Digital Twins and Physical AI With NVIDIA Omniverse 2️⃣ Deploy Generative AI Faster With NVIDIA NIM Microservices on AWS 3️⃣ Speed Deployment of AI With NVIDIA AI Blueprints 4️⃣ NVIDIA Accelerated Computing Platform on AWS Chat with our experts at the booth and attend our sessions to learn more — check out the full schedule: https://nvda.ws/49lDauT We look forward to seeing you there. 🏢
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NVIDIA AI reposted this
Join us at #SIGGRAPHAsia2024 to explore the cutting-edge advancements in graphics, #generativeAI, and #OpenUSD. Don't miss our featured sessions: Generative AI for Graphics, Vision, and 3D ➡️ https://nvda.ws/4183Ayu Immersive Visualization for Science, Research, Art and Digital Twin Applications ➡️ https://nvda.ws/4g4MHJ4 Future of Hybrid Society: How Digital Twins and XR Will Shape Our Society ➡️ https://nvda.ws/4g50mzH
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Working on deploying ONNX models for performance-critical applications? Try our NVIDIA Nsight Deep Learning Designer ⚡ A user-friendly GUI and tight integration with NVIDIA TensorRT that offers: ✅ Intuitive visualization of ONNX model graphs ✅ Quick tweaking of model architecture and parameters ✅ Detailed performance profiling with either ORT or TensorRT ✅ Easy building of TensorRT engines Learn more and download ➡️ https://nvda.ws/3Vk4c0e
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