Academia / Education – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-05-01T22:39:46Z http://www.open-lab.net/blog/feed/ Davide Paglieri <![CDATA[Benchmarking Agentic LLM and VLM Reasoning for Gaming with NVIDIA NIM]]> http://www.open-lab.net/blog/?p=99202 2025-05-01T18:35:37Z 2025-04-24T17:00:00Z This is the first post in the LLM Benchmarking series, which shows how to use GenAI-Perf to benchmark the Meta Llama 3 model when deployed with NVIDIA NIM.?...

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Sebastian Haan <![CDATA[Developing an AI-Powered Tool for Automatic Citation Validation Using NVIDIA NIM]]> http://www.open-lab.net/blog/?p=98315 2025-05-01T18:35:51Z 2025-04-16T16:40:50Z The accuracy of citations is crucial for maintaining the integrity of both academic and AI-generated content. When citations are inaccurate or wrong, they can...

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Yifan Wu <![CDATA[Accelerating Scientific Literature Reviews with NVIDIA NIM Microservices for LLMs]]> http://www.open-lab.net/blog/?p=96324 2025-04-23T02:38:59Z 2025-02-26T17:00:00Z A well-crafted systematic review is often the initial step for researchers exploring a scientific field. For scientists new to this field, it provides a...

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Joe Bungo <![CDATA[NVIDIA Deep Learning Institute Releases New Generative AI Teaching Kit]]> http://www.open-lab.net/blog/?p=88388 2025-04-23T02:35:50Z 2025-02-25T17:47:49Z Generative AI, powered by advanced machine learning models and deep neural networks, is revolutionizing industries by generating novel content and driving...

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John Linford <![CDATA[Spotlight: University of Tokyo Uses NVIDIA Grace Hopper for Groundbreaking Energy-Efficient Seismic Research]]> http://www.open-lab.net/blog/?p=96178 2025-04-23T02:44:05Z 2025-02-20T16:00:00Z Supercomputers are the engines of groundbreaking discoveries. From predicting extreme weather to advancing disease research and designing safer, more efficient...

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Brad Nemire <![CDATA[Featured Sessions for Students at NVIDIA GTC 2025]]> http://www.open-lab.net/blog/?p=96181 2025-02-20T15:52:32Z 2025-02-15T02:00:58Z Learn from researchers, scientists, and industry leaders across a variety of topics including AI, robotics, and Data Science.

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Brad Nemire <![CDATA[Featured Researcher and Educator Sessions at NVIDIA GTC 2025]]> http://www.open-lab.net/blog/?p=95817 2025-02-06T19:33:45Z 2025-02-05T23:03:06Z Explore the latest advancements in academia, including advanced research, innovative teaching methods, and the future of learning and technology.

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Michelle Horton <![CDATA[AI Foundation Model Enhances Cancer Diagnosis and Tailors Treatment]]> http://www.open-lab.net/blog/?p=95722 2025-04-23T02:48:13Z 2025-02-04T17:16:54Z A new study and AI model from researchers at Stanford University is streamlining cancer diagnostics, treatment planning, and prognosis prediction. Named MUSK...

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Elias Wolfberg <![CDATA[AI Uncovers Potentially Hazardous, Forgotten Oil and Gas Wells]]> http://www.open-lab.net/blog/?p=95106 2025-04-23T15:03:07Z 2025-01-16T19:09:15Z With as many as 800,000 forgotten oil and gas wells scattered across the US, researchers from Lawrence Berkeley National Laboratory (LBNL), have developed an AI...

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Dan Su <![CDATA[Announcing Nemotron-CC: A Trillion-Token English Language Dataset for LLM Pretraining]]> http://www.open-lab.net/blog/?p=94818 2025-01-23T19:54:30Z 2025-01-09T19:20:16Z NVIDIA is excited to announce the release of Nemotron-CC, a 6.3-trillion-token English language Common Crawl dataset for pretraining highly accurate large...

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Michelle Horton <![CDATA[Time-Lapse AI Model Enhances IVF Embryo Selection]]> http://www.open-lab.net/blog/?p=93767 2024-12-18T16:38:55Z 2024-12-12T17:29:22Z Researchers from Weill Cornell Medicine have developed an AI-powered model that could help couples undergoing in vitro fertilization (IVF) and guide...

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Joe Bungo <![CDATA[NVIDIA Deep Learning Institute Releases New Data Science Teaching Kit for Educators]]> https://news.www.open-lab.net/?p=19371 2024-12-12T19:35:13Z 2024-12-12T17:11:19Z As data grows in volume, velocity, and complexity, the data science field is booming.  There��s an ever-increasing demand for talent and skill sets to...

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Elias Wolfberg <![CDATA[New AI Research Foreshadows Autonomous Robotic Surgery]]> http://www.open-lab.net/blog/?p=93547 2025-01-07T20:19:40Z 2024-12-10T17:26:44Z A robot commonly used and manually manipulated by surgeons for routine operations can now autonomously perform key surgical tasks as precisely as humans....

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Chen Tessler <![CDATA[Unified Whole-Body Control for Physically Simulated Humanoids]]> http://www.open-lab.net/blog/?p=92803 2024-12-12T19:38:33Z 2024-12-02T22:18:29Z Creating interactive simulated humanoids that move naturally and respond intelligently to diverse control inputs remains one of the most challenging problems in...

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Michelle Horton <![CDATA[Deep Learning Model Boosts Accuracy in Long-Range Weather and Climate Forecasting]]> http://www.open-lab.net/blog/?p=91943 2025-01-07T20:20:37Z 2024-11-14T18:35:24Z Dale Durran, a professor in the Atmospheric Sciences Department at the University of Washington, introduces a breakthrough deep learning model that combines...

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Michelle Horton <![CDATA[Teaching Robots to Tackle Household Chores]]> http://www.open-lab.net/blog/?p=91186 2024-11-14T18:09:53Z 2024-10-30T19:57:15Z Robotics could make everyday life easier by taking on repetitive or time-consuming tasks. At NVIDIA GTC 2024, researchers from Stanford University unveiled...

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Nathan Horrocks <![CDATA[NVIDIA Showcases the Future of Intelligent Robots at CoRL 2024]]> http://www.open-lab.net/blog/?p=90907 2024-10-31T18:37:06Z 2024-10-25T15:00:00Z From humanoids to policy, explore the work NVIDIA is bringing to the robotics community.

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Maryam Ashoori <![CDATA[IBM��s New Granite 3.0 Generative AI Models Are Small, Yet Highly Accurate and Efficient]]> http://www.open-lab.net/blog/?p=90636 2024-11-22T23:09:36Z 2024-10-21T19:15:35Z Today, IBM released the third generation of IBM Granite, a collection of open language models and complementary tools. Prior generations of Granite focused on...

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Nathan Patterson <![CDATA[Learning Fluid Flow with AI-Enabled Virtual Wind Tunnels]]> http://www.open-lab.net/blog/?p=87861 2024-11-25T17:28:18Z 2024-10-14T18:39:40Z There��s never enough time to do everything, even in engineering education. Employers want engineers capable of wielding simulation tools to expedite iterative...

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Michelle Horton <![CDATA[AI Research Revs Up EV Charging for Large-Scale Optimization, Speed, and Savings]]> http://www.open-lab.net/blog/?p=90119 2024-10-21T16:29:21Z 2024-10-14T15:54:39Z Electric vehicle (EV) charging is getting a jolt with an innovative new AI algorithm that boosts efficiency, reduces cost, and keeps the grid from...

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Sharath Sreenivas <![CDATA[Mistral-NeMo-Minitron 8B Model Delivers Unparalleled Accuracy]]> http://www.open-lab.net/blog/?p=87739 2024-10-17T18:51:42Z 2024-10-08T19:20:54Z This post was originally published August 21, 2024 but has been revised with current data. Recently, NVIDIA and Mistral AI unveiled Mistral NeMo 12B, a leading...

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Melody Tu <![CDATA[AI Investigates Antarctica��s Disappearing Moss to Uncover Climate Change Clues]]> http://www.open-lab.net/blog/?p=89792 2024-10-23T23:36:01Z 2024-10-03T16:24:50Z Antarctica plays a crucial role in regulating ?Earth��s climate. Most climate research into the world��s coldest, most windswept continent focuses on the...

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Graham Lopez <![CDATA[Just Released: NVIDIA HPC SDK v24.9]]> http://www.open-lab.net/blog/?p=89509 2024-10-17T19:07:11Z 2024-09-27T15:44:55Z ?The new release includes several new features including improved stdpar programming and Arm processor support.

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Elias Wolfberg <![CDATA[New AI-Powered 3D Printing Can Help Surgeons Rehearse Procedures]]> http://www.open-lab.net/blog/?p=89206 2025-01-07T20:27:16Z 2024-09-20T15:32:09Z Researchers at Washington State University (WSU) unveiled a new AI-guided 3D printing technique that can help physicians print intricate replicas of human...

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Anirban Chandra <![CDATA[Spotlight: Shell Accelerates CO2 Storage Modeling 100,000x Using NVIDIA PhysicsNeMo]]> http://www.open-lab.net/blog/?p=88813 2025-03-18T18:10:50Z 2024-09-09T22:07:50Z As the world faces the urgent need to combat climate change, carbon capture and storage (CCS) has emerged as a crucial technology for achieving net-zero...

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Michelle Horton <![CDATA[High-Tech AI Framework Transforms Global Marine Pollution Tracking]]> http://www.open-lab.net/blog/?p=88586 2024-10-21T16:26:32Z 2024-09-09T15:08:15Z An AI-powered remote sensing study offers a dynamic new tool for global ocean cleanup efforts. Detailed in the ISPRS Journal of Photogrammetry and Remote...

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Michelle Horton <![CDATA[AI-Powered Platform Advances Personalized Cancer Diagnostics and Treatments]]> http://www.open-lab.net/blog/?p=88574 2024-10-21T16:26:32Z 2024-09-05T17:27:27Z A recent study introduced a cutting-edge AI-powered pathology platform that can help doctors diagnose and evaluate lung cancer in patients quickly and...

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Babak Hejazi <![CDATA[Introducing Grouped GEMM APIs in cuBLAS and More Performance Updates]]> http://www.open-lab.net/blog/?p=83888 2024-07-16T17:19:07Z 2024-06-12T20:30:00Z The latest release of NVIDIA cuBLAS library, version 12.5, continues to deliver functionality and performance to deep learning (DL) and high-performance...

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Scott Ciccone <![CDATA[Spotlight: Cisco Enhances Workload Security and Operational Efficiency with NVIDIA BlueField-3 DPUs]]> http://www.open-lab.net/blog/?p=83704 2024-07-16T17:23:43Z 2024-06-10T20:24:54Z As cyberattacks become more sophisticated, organizations must constantly adapt with cutting-edge solutions to protect their critical assets. One such solution...

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Shashank Verma <![CDATA[Seamlessly Deploying a Swarm of LoRA Adapters with NVIDIA NIM]]> http://www.open-lab.net/blog/?p=83606 2024-06-13T19:06:00Z 2024-06-07T16:00:00Z The latest state-of-the-art foundation large language models (LLMs) have billions of parameters and are pretrained on trillions of tokens of input text. They...

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Nisanur Genc <![CDATA[Personalized Learning with Gipi, NVIDIA TensortRT-LLM, and AI Foundation Models]]> http://www.open-lab.net/blog/?p=82913 2024-05-30T19:55:44Z 2024-05-30T16:00:00Z Over 1.2B people are actively learning new languages, with over 500M learners on digital learning platforms such as Duolingo. At the same time, a significant...

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Sheilah Kirui <![CDATA[RAPIDS on Databricks: A Guide to GPU-Accelerated Data Processing]]> http://www.open-lab.net/blog/?p=82441 2024-05-30T19:55:56Z 2024-05-14T20:30:00Z In today's data-driven landscape, maximizing performance and efficiency in data processing and analytics is critical. While many Databricks users are familiar...

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William Hill <![CDATA[NVIDIA TensorRT 10.0 Upgrades Usability, Performance, and AI Model Support]]> http://www.open-lab.net/blog/?p=82402 2024-05-30T19:55:57Z 2024-05-14T15:00:00Z NVIDIA today announced the latest release of NVIDIA TensorRT, an ecosystem of APIs for high-performance deep learning inference. TensorRT includes inference...

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Chintan Patel <![CDATA[Leverage Mixture of Experts-Based DBRX for Superior LLM Performance on Diverse Tasks]]> http://www.open-lab.net/blog/?p=81586 2024-06-07T21:13:14Z 2024-04-30T17:21:35Z This week��s model release features DBRX, a state-of-the-art large language model (LLM) developed by Databricks. With demonstrated strength in programming and...

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Hainan Xu <![CDATA[Turbocharge ASR Accuracy and Speed with NVIDIA NeMo Parakeet-TDT]]> http://www.open-lab.net/blog/?p=80732 2024-08-12T16:06:21Z 2024-04-18T20:03:54Z NVIDIA NeMo, an end-to-end platform for developing multimodal generative AI models at scale anywhere��on any cloud and on-premises��recently released...

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Amanda Saunders <![CDATA[Develop Custom Enterprise Generative AI with NVIDIA NeMo]]> http://www.open-lab.net/blog/?p=80360 2025-02-17T05:27:49Z 2024-03-27T20:00:00Z Generative AI is transforming computing, paving new avenues for humans to interact with computers in natural, intuitive ways. For enterprises, the prospect of...

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Michelle Horton <![CDATA[Top Student Sessions at NVIDIA GTC 2024]]> http://www.open-lab.net/blog/?p=78338 2024-03-07T19:18:59Z 2024-02-26T17:24:28Z Discover a wide variety of AI tools and resources designed to equip students with practical solutions for real-world problem-solving. Join experts from...

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Tanya Lenz <![CDATA[Featured Researcher and Educator Sessions at NVIDIA GTC 2024]]> http://www.open-lab.net/blog/?p=78151 2024-03-07T19:19:01Z 2024-02-22T22:30:00Z Join experts from Stanford, Cornell, Meta, and more to learn about the latest in AI for academia and what��s next in cutting-edge research.

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Tanya Lenz <![CDATA[Featured Developer Sessions at NVIDIA GTC 2024]]> http://www.open-lab.net/blog/?p=77823 2024-02-22T20:00:34Z 2024-02-15T21:00:00Z Advances in AI are rapidly transforming every industry. Join us in person or virtually to learn about the latest technologies, from retrieval-augmented...

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Chintan Patel <![CDATA[Generate Code, Answer Queries, and Translate Text with New NVIDIA AI Foundation Models]]> http://www.open-lab.net/blog/?p=77364 2024-05-07T19:14:10Z 2024-02-05T18:48:17Z This week��s Model Monday release features the NVIDIA-optimized code Llama, Kosmos-2, and SeamlessM4T, which you can experience directly from your browser....

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Chintan Shah <![CDATA[Announcing NVIDIA Metropolis Microservices for Jetson for Rapid Edge AI Development]]> http://www.open-lab.net/blog/?p=76670 2024-06-17T16:38:04Z 2024-01-25T18:30:00Z NVIDIA Metropolis Microservices for Jetson has been renamed to Jetson Platform Services, and is now part of NVIDIA JetPack SDK 6.0. Building vision AI...

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Miika Aittala <![CDATA[Generative AI Research Spotlight: Demystifying Diffusion-Based Models]]> http://www.open-lab.net/blog/?p=74793 2023-12-14T21:01:17Z 2023-12-14T19:58:00Z With Internet-scale data, the computational demands of AI-generated content have grown significantly, with data centers running full steam for weeks or months...

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Shashank Verma <![CDATA[Mastering LLM Techniques: Inference Optimization]]> http://www.open-lab.net/blog/?p=73739 2024-01-25T18:57:32Z 2023-11-17T15:00:00Z Stacking transformer layers to create large models results in better accuracies, few-shot learning capabilities, and even near-human emergent abilities on a...

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Ram Cherukuri <![CDATA[NVIDIA Deep Learning Institute Launches Science and Engineering Teaching Kit]]> http://www.open-lab.net/blog/?p=72365 2023-11-16T19:16:38Z 2023-11-13T17:30:00Z AI is quickly becoming an integral part of diverse industries, from transportation and healthcare to manufacturing and finance. AI powers chatbots, recommender...

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Harpreet Sethi <![CDATA[Enabling Greater Patient-Specific Cardiovascular Care with AI Surrogates]]> http://www.open-lab.net/blog/?p=73001 2023-11-16T19:16:41Z 2023-11-10T00:16:46Z A Stanford University team is transforming heart healthcare with near real-time cardiovascular simulations driven by the power of AI. Harnessing...

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Daniel Korzekwa <![CDATA[Speeding Up Text-To-Speech Diffusion Models by Distillation]]> http://www.open-lab.net/blog/?p=70193 2023-11-03T07:14:57Z 2023-09-01T15:30:11Z Every year, as part of their coursework, students from the University of Warsaw, Poland get to work under the supervision of engineers from the NVIDIA Warsaw...

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Michelle Horton <![CDATA[Take a Free NVIDIA Technical Training Course]]> http://www.open-lab.net/blog/?p=69704 2023-08-24T19:18:25Z 2023-08-18T16:28:26Z Join the free NVIDIA Developer Program and enroll in a course from the NVIDIA Deep Learning Institute.

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Jason Black <![CDATA[NVIDIA Jetson Project of the Month: This Autonomous Soccer Robot Can Aim, Shoot, and Score]]> http://www.open-lab.net/blog/?p=69294 2023-08-24T18:03:42Z 2023-08-10T17:30:00Z Soccer is considered one of the most popular sports around the world. And with good reason: the action is often intense, and the game combines both physicality...

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Janusz Lisiecki <![CDATA[Research Unveils Breakthrough Deep Learning Tool for Understanding Neural Activity and Movement Control]]> http://www.open-lab.net/blog/?p=67932 2023-10-20T18:13:46Z 2023-07-18T16:00:00Z A primary goal in the field of neuroscience is understanding how the brain controls movement. By improving pose estimation, neurobiologists can more precisely...

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Michelle Horton <![CDATA[Generative AI Research Empowers Creators with Guided Image Structure Control]]> http://www.open-lab.net/blog/?p=66346 2024-10-21T17:13:43Z 2023-06-14T19:00:13Z New research is boosting the creative potential of generative AI with a text-guided image-editing tool. The innovative study presents a framework using...

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Bhoomi Gadhia <![CDATA[Develop Physics-Informed Machine Learning Models with Graph Neural Networks]]> http://www.open-lab.net/blog/?p=66096 2023-06-14T19:45:19Z 2023-06-06T18:30:00Z NVIDIA PhysicsNeMo is a framework for building, training, and fine-tuning deep learning models for physical systems, otherwise known as physics-informed machine...

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Caroline Gottlieb <![CDATA[Unlocking Speech AI Technology for Global Language Users: Top Q&As]]> http://www.open-lab.net/blog/?p=66216 2023-11-03T07:15:00Z 2023-06-06T17:00:00Z Voice-enabled technology is becoming ubiquitous. But many are being left behind by an anglocentric and demographically biased algorithmic world. Mozilla Common...

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Jason Black <![CDATA[Jumpstart your Generative AI Journey with NVIDIA Jetson Orin?]]> http://www.open-lab.net/blog/?p=66149 2024-11-07T05:10:42Z 2023-06-05T15:29:55Z The NVIDIA Jetson Orin Nano and Jetson AGX Orin Developer Kits are now available at a discount for qualified students, educators, and researchers. Since its...

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Tom Lubowe <![CDATA[QHack Results Highlight Quantum Computing Applications and Tools on GPUs]]> http://www.open-lab.net/blog/?p=64781 2024-05-07T19:30:32Z 2023-05-18T19:00:00Z QHack is an educational conference and the world��s largest quantum machine learning (QML) hackathon. This year at QHack 2023, 2,850 individuals from 105...

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Michelle Horton <![CDATA[Webinar: Performant Multiphase Flow Simulation at Leadership-Class Scale]]> http://www.open-lab.net/blog/?p=64907 2023-08-18T20:53:46Z 2023-05-17T22:10:15Z On June 6, learn how researchers use OpenACC for GPU acceleration of multiphase and compressible flow solvers that obtain speedups at scale.

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Michelle Horton <![CDATA[X-ray Research Reveals Hazards in Airport Luggage Using Crystal Physics]]> http://www.open-lab.net/blog/?p=57980 2024-10-21T17:14:22Z 2022-12-06T18:00:00Z X-ray-powered research is aiming to target sneaky hazardous materials making their way through airport security. The study, recently published in Scientific...

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Michelle Horton <![CDATA[AI Model Matches Radiologists�� Accuracy Identifying Breast Cancer in MRIs]]> http://www.open-lab.net/blog/?p=50486 2024-09-05T19:01:04Z 2022-09-28T18:00:00Z Researchers from NYU Langone Health aim to improve breast cancer diagnostics with a new AI model. Recently published in Science Translational Medicine, the...

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Iris Lee <![CDATA[Exploring a Career in AI with Sophia Abraham]]> http://www.open-lab.net/blog/?p=54318 2023-05-22T19:54:43Z 2022-08-31T17:30:00Z Sophia Abraham always thought she would become a medical doctor. She is now pursuing a Ph.D. in computer science and computer engineering at the University of...

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Michelle Horton <![CDATA[AI Remotely Detects Parkinson��s Disease During Sleep]]> http://www.open-lab.net/blog/?p=54137 2024-09-05T19:01:14Z 2022-08-29T18:36:02Z Doctors could soon evaluate Parkinson��s disease by having patients do one simple thing��sleep. A new study led by MIT researchers trains a neural network to...

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Abraham Stern <![CDATA[Accelerated Computing Holds the Key to Democratized Drug Discovery]]> http://www.open-lab.net/blog/?p=49410 2023-06-12T09:26:48Z 2022-06-24T17:44:16Z The field of drug discovery is at a fascinating inflection point. The physics of the problem are understood and calculable, yet quantum mechanical calculations...

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Michelle Horton <![CDATA[Neural Network Generates Global Tree Height Map, Reveals Carbon Stock Potential]]> http://www.open-lab.net/blog/?p=47553 2024-09-05T19:01:42Z 2022-05-05T17:00:09Z A recent study from researchers at ETH Zurich��s EcoVision Lab is the first to produce an interactive Global Canopy Height map. Using a newly developed deep...

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Michelle Horton <![CDATA[Deep Learning Study Could Spark New Dinosaur Discoveries]]> http://www.open-lab.net/blog/?p=44700 2024-08-12T17:56:19Z 2022-02-28T22:28:20Z Applying new technology to studying ancient history, researchers are looking to expand their understanding of dinosaurs with a new AI algorithm. The study,...

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Michelle Horton <![CDATA[Airborne Sensors Accurately Monitor Crops in Real Time]]> http://www.open-lab.net/blog/?p=44114 2024-08-12T17:56:20Z 2022-02-09T20:35:56Z Powerful airborne sensors could be key in helping farmers sustainably manage maize across the US Corn Belt, according to a University of Illinois research team....

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Michelle Horton <![CDATA[Autonomous Robot Improves Surgical Precision Using AI]]> http://www.open-lab.net/blog/?p=43934 2024-08-12T17:56:21Z 2022-02-02T21:56:57Z In a medical first, a robot has performed a laparoscopic operation without the guidance of a surgeon��s hand. The study, recently published in Science...

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Michelle Horton <![CDATA[New AI Breast Cancer Model is the First to Show Diagnostic Process]]> http://www.open-lab.net/blog/?p=43322 2024-08-12T17:56:23Z 2022-01-19T20:47:07Z A recently developed AI platform is giving medical professionals screening for breast cancer a new, transparent tool for evaluating mammography scans. The...

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Michelle Horton <![CDATA[Global AI Weather Forecaster Makes Predictions in Seconds]]> http://www.open-lab.net/blog/?p=43095 2024-08-12T17:56:24Z 2022-01-13T18:20:19Z New weather-forecasting research using AI is fast-tracking global weather predictions. The study, recently published in the Journal of Advances in Modeling...

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Michelle Horton <![CDATA[Neural Network Pinpoints Artist by Examining a Painting��s Brushstrokes]]> http://www.open-lab.net/blog/?p=42921 2023-05-22T19:44:26Z 2022-01-04T18:14:23Z Spotting painting forgeries just became a bit easier with a newly developed AI tool that picks up style differences with precision down to a single paintbrush...

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Nathan Horrocks <![CDATA[NVIDIA Research: Generating Motion Capture Animation Without Hardware or Motion Data]]> http://www.open-lab.net/blog/?p=42704 2023-05-22T19:55:27Z 2021-12-16T00:39:12Z Researchers from NVIDIA, the University of Toronto, and the Vector Institute have proposed a new motion capture method foregoing the use of expensive...

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Michelle Horton <![CDATA[Researchers Create a Camera the Size of a Salt Grain Using Neural Nano-Optics]]> http://www.open-lab.net/blog/?p=42350 2023-05-22T19:44:39Z 2021-12-09T23:47:54Z A team of researchers from Princeton and the University of Washington created a new camera that captures stunning images and measures in at only a...

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Michelle Horton <![CDATA[Deep Learning Detects Earthquakes at Millimeter-Scale]]> http://www.open-lab.net/blog/?p=42174 2024-08-12T17:56:25Z 2021-12-06T17:42:14Z Researchers at Los Alamos National Laboratory in New Mexico are working toward earthquake detection with a new machine learning algorithm capable of global...

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Matthew Nicely <![CDATA[Programming Distributed Multi-GPU Tensor Operations with cuTENSOR v1.4]]> http://www.open-lab.net/blog/?p=40104 2023-05-22T19:55:40Z 2021-11-29T14:24:35Z Today, NVIDIA is announcing the availability of cuTENSOR, version 1.4, which supports up to 64-dimensional tensors, distributed multi-GPU tensor...

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Matthew Nicely <![CDATA[Implementing High Performance Matrix Multiplication Using CUTLASS v2.8]]> http://www.open-lab.net/blog/?p=41581 2023-05-22T19:56:01Z 2021-11-23T14:35:39Z NVIDIA continues to enhance CUTLASS to provide extensive support for mixed-precision computations, providing specialized data-movement, and multiply-accumulate...

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Joseph Chandler <![CDATA[Overcoming Advanced Computing Challenges with Million-X Performance]]> http://www.open-lab.net/blog/?p=41369 2023-06-12T21:06:48Z 2021-11-17T16:00:00Z At NVIDIA GTC last week, Jensen Huang laid out the vision for realizing multi-Million-X speedups in computational performance. The breakthrough could solve the...

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Matthew Nicely <![CDATA[Using Fully Redesigned Batch API and Performance Optimizations in nvCOMP v2.1.0]]> http://www.open-lab.net/blog/?p=40826 2022-08-21T23:53:05Z 2021-11-15T23:30:00Z Today, NVIDIA is announcing the availability of nvCOMP, version 2.1.0. This software can be downloaded now free of charge. Download now. What's New?...

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Neeraj Srivastava <![CDATA[Develop the Next Generation of HPC Applications with the NVIDIA Arm HPC Developer Kit]]> http://www.open-lab.net/blog/?p=41190 2022-08-21T23:53:06Z 2021-11-15T23:30:00Z In July of 2021, NVIDIA announced the availability of the NVIDIA Arm HPC Developer Kit for preordering, along with the NVIDIA HPC SDK. Since then NVIDIA and its...

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Matthew Nicely <![CDATA[Accelerating ReLu and GeLu Activation Functions, and Batched Sparse GEMM in cuSPARSELt v0.2.0]]> http://www.open-lab.net/blog/?p=39713 2023-06-12T21:07:28Z 2021-11-15T23:30:00Z Today, NVIDIA is announcing the availability of cuSPARSELt, version 0.2.0, which increases performance on activation functions, bias vectors, and Batched Sparse...

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Jason Black <![CDATA[NVIDIA Launches Updated Teaching Kit for Edge AI and Robotics Educators]]> http://www.open-lab.net/blog/?p=40010 2022-10-14T20:11:54Z 2021-11-08T19:00:00Z The NVIDIA Deep Learning Institute (DLI) Teaching Kit program released an updated course for university educators to teach the latest in edge AI and robotics....

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Michelle Horton <![CDATA[AI Algorithm Quickly Identifies Heart Failure]]> http://www.open-lab.net/blog/?p=39247 2024-08-12T17:56:26Z 2021-10-26T20:13:15Z Mount Sinai researchers have created a new AI technology that can identify small changes within the heart, and accurately predict heart failure. Recently...

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Micah Guimarin <![CDATA[University of Pisa Enables Remote Research with Virtualized AI]]> http://www.open-lab.net/blog/?p=38871 2023-11-02T20:29:24Z 2021-10-26T00:11:00Z Like so many schools and universities during the COVID-19 pandemic, the University of Pisa, one of Italy��s oldest universities, was challenged to find...

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Michelle Horton <![CDATA[AI Researchers Visualize Flooding Caused by Global Warming]]> http://www.open-lab.net/blog/?p=38514 2024-08-12T17:56:27Z 2021-10-13T00:40:06Z You may soon be able to see how future flooding could hit your city with a newly developed AI model. The study, from a team of Canadian and U.S. researchers,...

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Michelle Horton <![CDATA[AI Model Predicts Drug Synergies for Fighting COVID-19]]> http://www.open-lab.net/blog/?p=38189 2024-08-12T17:56:28Z 2021-10-05T19:43:28Z A new study out of the Massachusetts Institute of Technology (MIT) could arm healthcare workers with the information needed to effectively treat COVID-19...

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Michelle Horton <![CDATA[AI Model Rapidly Identifies Structures Damaged by Wildfires]]> http://www.open-lab.net/blog/?p=37775 2024-08-12T17:57:42Z 2021-09-22T15:17:39Z Wildfire evacuees and disaster response groups could soon have the power to remotely scan a town for structural damage within minutes, using the newly developed...

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Michelle Horton <![CDATA[New AI Research Ranks Cities Fighting Climate Change with Sustainable Rooftops]]> http://www.open-lab.net/blog/?p=37478 2024-08-12T17:57:43Z 2021-09-15T16:43:40Z A new AI-mapping tool is helping scientists assess how cities across the globe are using rooftops to combat climate change. Named Roofpedia, the research...

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Clement Fuji Tsang <![CDATA[New NVIDIA Kaolin Library Release Streamlines 3D Deep Learning Research Workflows]]> http://www.open-lab.net/blog/?p=37095 2022-08-21T23:52:37Z 2021-09-03T00:19:32Z 3D deep learning researchers can build on the latest algorithms to simplify and accelerate workflows using the Kaolin PyTorch Library, available now. NVIDIA...

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Michelle Horton <![CDATA[New Machine Learning Model Taps into the Problem-Solving Potential of Satellite Data]]> http://www.open-lab.net/blog/?p=37075 2024-08-12T17:57:44Z 2021-09-02T20:16:48Z New research from a group of scientists at UC Berkeley is giving data-poor regions across the globe the power to analyze data-rich satellite imagery. The study,...

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Michelle Horton <![CDATA[Giving Virtual Dressing Rooms a Makeover with Computer Vision]]> http://www.open-lab.net/blog/?p=36862 2023-05-22T19:47:09Z 2021-08-27T21:46:52Z Combining a deep learning model with computer vision, Revery.ai is improving the online dressing room experience for both retailers and consumers. Creating a...

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Michelle Horton <![CDATA[Predicting Metastatic Cancer Risk with AI]]> http://www.open-lab.net/blog/?p=36582 2024-08-12T17:57:45Z 2021-08-20T20:31:50Z Using a newly developed AI algorithm, researchers from the University of Texas Southwestern Medical Center are making early detection of aggressive forms of...

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Michelle Horton <![CDATA[Meet the Researcher: Peerapon Vateekul, Deep Learning Solutions for Medical Diagnosis and NLP]]> http://www.open-lab.net/blog/?p=36374 2023-05-22T19:46:55Z 2021-08-19T18:58:50Z ��Meet the Researcher�� is a series spotlighting researchers in academia who use NVIDIA technologies to accelerate their work.  This month��s spotlight...

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Michelle Horton <![CDATA[Deciphering Ancient Texts with AI]]> http://www.open-lab.net/blog/?p=35977 2024-08-12T17:57:46Z 2021-08-09T18:25:01Z Looking to reveal secrets of days past, historical scholars across the globe spend their life��s work translating ancient manuscripts. A team at the University...

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Michelle Horton <![CDATA[AI Detects Gravitational Waves Faster than Real Time]]> http://www.open-lab.net/blog/?p=35813 2024-08-12T17:57:47Z 2021-08-04T21:40:51Z Scientists searching the universe for gravitational waves just got a boost thanks to a new study and AI. The research, recently published in Nature Astronomy,...

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Vanessa Braunstein <![CDATA[King��s College London Accelerates Synthetic Brain 3D Image Creation Using AI Models Powered by Cambridge-1 Supercomputer]]> http://www.open-lab.net/blog/?p=35108 2023-01-04T21:49:58Z 2021-07-26T08:00:00Z King��s College London, along with partner hospitals and university collaborators, unveiled new details today about one of the first projects on Cambridge-1,...

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Michelle Horton <![CDATA[Predicting Protein Structures with Deep Learning]]> http://www.open-lab.net/blog/?p=35051 2024-08-12T17:57:49Z 2021-07-21T22:06:34Z Solving a mystery that stumped scientists for decades, last November a group of computational biologists from Alphabet��s DeepMind used AI to predict a...

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Michelle Horton <![CDATA[Transforming Brain Waves into Words with AI]]> http://www.open-lab.net/blog/?p=34822 2024-08-12T17:57:50Z 2021-07-19T18:38:58Z New research out of the University of California, San Francisco has given a paralyzed man the ability to communicate by translating his brain signals into...

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Brad Nemire <![CDATA[Meet the Researcher: Dr Emanuel Gull, Theoretical and Computational Condensed Matter Physics]]> http://www.open-lab.net/blog/?p=34711 2022-08-21T23:52:15Z 2021-07-19T13:50:00Z ��Meet the Researcher�� is a series in which we spotlight different researchers in academia who use NVIDIA technologies to accelerate their work.  This...

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Rebecca Nevin <![CDATA[Accelerate Academic Research and Curriculum with the NVIDIA Hardware Grant Program]]> http://www.open-lab.net/blog/?p=34297 2022-08-21T23:52:12Z 2021-07-12T12:00:00Z The NVIDIA Hardware Grant Program helps advance AI and data science by partnering with academic institutions around the world to enable researchers and...

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Logan Herche <![CDATA[Achieve up to 75% Performance Improvement for Communication Intensive HPC Applications with NVTAGS]]> http://www.open-lab.net/blog/?p=33648 2022-08-21T23:52:02Z 2021-06-23T21:29:15Z Many GPU-accelerated HPC applications spend a substantial portion of their time in non-uniform, GPU-to-GPU communications. Additionally, in many HPC systems,...

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Brad Nemire <![CDATA[Meet the Researcher: Antti Honkela, Applying Machine Learning to Preserve Private Data]]> http://www.open-lab.net/blog/?p=33006 2022-08-21T23:51:58Z 2021-06-18T17:01:34Z ��Meet the Researcher�� is a series in which we spotlight researchers in academia who use NVIDIA technologies to accelerate their work.  This month we...

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Clarissa Garza <![CDATA[Let It Flow: AI Researchers Create Looping Videos From Still Images]]> http://www.open-lab.net/blog/?p=33156 2022-11-23T22:03:29Z 2021-06-16T22:20:38Z Researchers from University of Washington and Facebook used deep learning to convert still images into realistic animated looping videos.? Their approach,...

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Brad Nemire <![CDATA[Meet the Researcher: Marco Aldinucci, Convergence of HPC and AI to Fight Against COVID]]> http://www.open-lab.net/blog/?p=31353 2022-08-21T23:51:33Z 2021-05-10T20:27:04Z 'Meet the Researcher�� is a series in which we spotlight different researchers in academia who use NVIDIA technologies to accelerate their work.  This...

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Matthew Nicely <![CDATA[nvCOMP v2.0.0 Now Available: With New Compressors]]> http://www.open-lab.net/blog/?p=31094 2022-08-21T23:51:32Z 2021-04-30T15:00:00Z Today, NVIDIA is announcing the availability of nvCOMP version 2.0.0. This software can be downloaded now free for members of the NVIDIA Developer Program....

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