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hics rtx ai pcs ai pcs for gaming creating productivity and development nvidia rtx pro laptops accelerate professional ai and visual computing from anywhere networking overview accelerated networks for modern workloads dpus software defined hardware accelerators for networking storage and security ethernet ethernet performance availability and ease of use across a wide range of applications infiniband high performance networking for super computers ai and cloud data centers networking software networking software for optimized performance and scalability network acceleration io subsystem for modern gpu accelerated data centers professional workstations overview accelerating professional ai graphics rendering and compute workloads dgx spark a grace blackwell ai supercomputer on your desk dgx station the ultimate deskside ai supercomputer powered by nvidia grace blackwell dgx station for windows the world s most powerful deskside ai supercomputer for windows nvidia rtx pro desktops powerful ai graphics rendering and compute workloads nvidia rtx pro laptops accelerate professional ai and visual computing from anywhere software agentic ai models nemotron ai agents nemo ai blueprints ai inference dynamo ai inference nim ai microservices cuda x automotive drive data science apache spark data science rapids decision optimization cuopt healthcare platforms industrial ai omniverse intelligent video analytics metropolis nvidia ai enterprise nvidia mission control nvidia run ai physical ai cosmos robotics isaac telecommunications aerial see all software tools ai workbench simplify ai development with nvidia ai workbench on gpus api catalog explore nvidia s ai models blueprints and tools for developers gpu monitoring monitor and manage gpu performance in cluster environments nsight explore nvidia developer tools for ai graphics and hpc ngc catalog discover gpu optimized ai hpc and data science software nvidia app for laptops optimize enterprise gpu management nvidia ngc accelerate ai and hpc workloads with nvidia gpu cloud solutions desktop manager enhance multi display productivity with nvidia rtx desktop manager rtx accelerated creative apps creative tools and ai powered apps for artists and designers video conferencing ai powered audio and video enhancement solutions artificial intelligence overview add intelligence and efficiency to your business with ai and machine learning agentic ai build ai agents designed to reason plan and act ai data powering a new class of enterprise infrastructure for ai conversational ai enables natural personalized interactions with real time speech ai cybersecurity ai driven solutions to strengthen cybersecurity and ai infrastructure data science iterate on large datasets deploy models more frequently and lower total cost inference drive breakthrough performance with ai enabled applications and services data processing data engines ready for ai cloud and data center overview powering ai hpc and modern workloads with nvidia ai storage bringing codesigned enterprise storage into the era of agentic ai ai factory full stack infrastructure for scalable ai workloads ai grid scale ai across connected distributed ai infrastructure accelerated computing accelerated computing uses specialized hardware to boost it performance cloud computing on demand it resources and services enabling scalability and intelligent insights colocation accelerate the scaling of ai across your organization networking high speed ethernet interconnect solutions and services sustainable computing save energy and lower cost with ai and accelerated computing virtualization nvidia virtual gpu software delivers powerful gpu performance design and simulation overview streamline building operating and connecting metaverse apps computer aided engineering develop real time interactive design using ai accelerated real time digital twins digital twin development harness the power of large scale physically based openusd simulation rendering bring state of the art rendering to professional workflows robotic simulation innovative solutions to take on your robotics edge and vision ai challenges scientific visualization enablies researchers to visualize their large datasets at interactive speeds vehicle simulation ai defined vehicles are transforming the future of mobility extended reality transform workflows with immersive scalable interactions in virtual environments high performance computing overview discover nvidia s hpc solutions for ai simulation and accelerated computing hpc and ai boost accuracy with gpu accelerating hpc and ai scientific visualization enables researchers to visualize large datasets at interactive speeds simulation and modeling accelerate simulation workloads quantum computing fast tracking the advancement of scientific innovations with qpus robotics and edge ai overview innovative solutions to take on robotics edge and vision ai challenges robotics gpu accelerated advances in ai perception simulation and software edge ai bring the power of nvidia ai to the edge for real time decision making solutions vision ai transform data into valuable insights using vision ai ai grid scale ai native services efficiently across connected distributed ai infrastructure autonomous vehicles overview ai enhanced vehicles are transforming the future of mobility open source av models and tools for reasoning based av systems av simulation explore high fidelity sensor simulation for safe autonomous vehicle development reference architecture enables vehicles to be l4 ready infrastructure essential data center tools for safe autonomous vehicle development in vehicle computing develop automated driving functions and immersive in cabin experiences safety state of the art system for av safety from the cloud to the car industries overview architecture engineering construction operations automotive energy financial services government healthcare and life sciences higher education industrial sector media and entertainment restaurants retail and cpg robotics semiconductor telecommunications shop drivers support research research labs all research labs spatial intelligence applied research autonomous vehicles deep imagination publications ai playground new and featured ai art gallery ngc demos research areas ai machine learning 3d deep learning computer vision robotics all areas careers academic collaborations government collaborations graduate fellowship internships research openings research scientists meet the team licensing research labs all research labs spatial intelligence applied research autonomous vehicles deep imagination publications ai playground new and featured ai art gallery ngc demos research areas ai machine learning 3d deep learning computer vision robotics all areas careers academic collaborations government collaborations graduate fellowship internships research openings research scientists meet the team licensing research labs research labs all research labs spatial intelligence applied research autonomous vehicles deep imagination publications ai playground ai playground new and featured ai art gallery ngc demos research areas research areas ai machine learning 3d deep learning computer vision robotics all areas careers careers academic collaborations government collaborations graduate fellowship internships research openings research scientists meet the team licensing this site requires javascript in order to view all its content please enable javascript in order to access all the functionality of this web site here are the instructions how to enable javascript in your web browser research at nvidia groundbreaking technology begins right here with the world s leading researchers watch video introduction use cases news resources events discover more introduction use cases news resources events discover more introduction use cases news resources events discover more explore state of the art generative ai graphics and more nvidia research is passionate about developing the technology and finding the breakthroughs that bring positive change to the world beyond publishing our work in papers and at conferences we apply it to nvidia solutions and services share resources and code and offer hands on experiences with technical demos inside the work take a deeper dive into nvidia research research areas advancing generative ai robotics and rendering nvidia investigations span a wide range of fields and often encompass more than one research area explore our research research labs advancements from our research labs here our teams share more than just their cutting edge research they highlight examples provide additional resources and even code visit our labs ai playground the intersection of ai art and science in the ai playground you can play with the latest innovations from our research teams take a few minutes to explore the various demos that push the boundaries of technology preview research demos publications a collection of nvidia research papers our publications provide insight into some of our leading edge research published regularly to world renowned conferences and academic journals we also host these papers here to provide easy access to all nvidia research publications review all papers licensing access the power of nvidia s proprietary models nvidia researchers are known for developing game changing research models startups corporations and researchers can request an nvidia research proprietary software license and if approved use these models in their products services or internal workflows request a license research news stay up to date with the always advancing world of ai see all tech blogs getformatteddate title description items load more resources like no place you ve ever worked at nvidia you ll solve some of the world s hardest problems and discover new ways to improve the quality of life for people everywhere from healthcare to robots self driving cars to blockbuster movies and a growing list of opportunities every single day explore all of our open roles including internships and new college graduate positions explore current job openings research code libraries check out a collection of resources that simplify programming tasks for ai researchers these open source resources are available to all and include nvidia sionna kaolin kaolin wisp imaginaire and cuda x view the collection try state of the art generative ai model apis from your browser nvidia ai foundation models offer an easy to use interface to quickly experience curated and optimized ai models directly from your browser these ai models run on the nvidia accelerated computing stack providing the best performance for experiencing nvidia ai experience ai foundation models 6g developer program the nvidia 6g developer program provides access to platforms documentation and software releases to advance cutting edge 6g research it also offers a forum where developers can connect with nvidia experts 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