# minds.ai - Deep Learning Solutions for the Semiconductor Industry > Use AI to optimize semiconductor operations and planning. And with zero disruption to established workflows No AI hype, just proven results. Year after year minds.ai has been deploying our cutting-edge AI and deep learning solutions in semiconductor fabs around the globe for quantifiable, fab-level KPI impact. Our mission is to realize the potential of AI for semiconductor manufacturing through non-disruptive, data-driven predictive and control solutions. We are the strategic partner to enable real digital transformation for faster innovation and ROI. We leverage over a decade of experience in the development and implementation of advanced AI solutions at scale for Fortune 100 companies in manufacturing, pharmaceuticals, automotive, and business operations. This journey led to the development of minds.ai Maestro® is a purpose-built software suite designed to optimize operations and planning for large-scale semiconductor manufacturers. This suite is powered by minds.ai DeepSim™—a powerful, cloud-based AI engine that integrates patented IP and open-source technologies into a simple and stable platform. Headquartered in Santa Cruz, California, with locations in Europe and Asia. With our partners we are ushering in the future of semiconductor manufacturing through the synergy between human expertise empowered with the best of AI capabilities. ## Pages - [Papers](https://minds.ai/papers/): Jointly published with GlobalFoundries Jointly published with Micron Jointly published with the SEMI consortium Others - [Legal](https://minds.ai/legal/): minds. ai ™, minds. ai Flow® and minds. ai Maestro® are registered trademarks or trademarks of minds. ai Inc. , in... - [Contact](https://minds.ai/contact/) - [Insights](https://minds.ai/insights/) - [Semiconductor](https://minds.ai/maestro/) - [Platform](https://minds.ai/platform/) - [About](https://minds.ai/about/) - [Home](https://minds.ai/): Apply supervised learning, reinforcement learning, and generative AI to key pain points in the semiconductor industry. minds. ai Maestro delivers... - [Privacy Policy](https://minds.ai/privacy-policy/): Privacy Policy Last updated: October 07, 2020 This Privacy Policy describes Our policies and procedures on the collection, use and... ## Posts - [GlobalFoundries recognizes minds.ai as key AI partner at ASMC 2026](https://minds.ai/post/globalfoundries-recognizes-minds-ai-as-key-ai-partner-at-asmc-2026/): We are proud and honored to be recognized as a key AI solutions partner of GlobalFoundries in their 2026 ASMC... - [minds.ai at SEMICON West 2025: Talk, Team, and Transformative Tech](https://minds.ai/post/minds-ai-at-semicon-west-2025-talk-team-and-transformative-tech/): For the fourth consecutive year, the minds. ai team is attending SEMICON West—and this year, we're sending our largest contingent... - [minds.ai and GlobalFoundries Forge Multi-Year Partnership to Revolutionize Semiconductor Manufacturing!](https://minds.ai/post/minds-ai-and-globalfoundries-forge-multi-year-partnership-to-revolutionize-semiconductor-manufacturing/): We’re thrilled to announce that minds. ai has inked a landmark multi-year agreement with GlobalFoundries (GF) to deploy our AI-powered... - [minds.ai and Lavorro Announce Collaboration to Deliver Combined Solutions for Semiconductor Smart Manufacturing](https://minds.ai/post/minds-ai-and-lavorro-announce-collaboration-to-deliver-combined-solutions-for-semiconductor-smart-manufacturing/): minds. ai and Lavorro Announce Collaboration to Deliver Combined Solutions for Semiconductor Smart Manufacturing. A partnership to accelerate Smart Manufacturing... - [WinterSim 2024 Publication now available](https://minds.ai/post/wintersim-2024-publication-now-available/): Our latest publication from WinterSim 2024 is now available online! In this joint work with Micron Technology, we describe how... - [Reflecting on an Incredible Experience at ASMC 2024](https://minds.ai/post/reflecting-on-an-incredible-experience-at-asmc-2024/): Our team had the distinct pleasure of presenting our collaborative work with Micron Technology at this year’s Advanced Semiconductor Conference.... - [minds.ai wins the ASMC 2023 best paper award!](https://minds.ai/post/minds-ai-wins-the-asmc-2023-best-paper-award/): We are thrilled to announce that our paper titled ‘The Impact of Data Fragmentation on Processing Time Modeling in Semiconductor... - [minds.ai attends ASMC 2024](https://minds.ai/post/minds-ai-attends-asmc-2024/): Join minds. ai at the ASMC conference, where our Chief Architect, Jeroen Bédorf, will present "Supporting Fab Operations Using Multi-Agent... - [Digital Twins in Semiconductor Operations](https://minds.ai/post/digital-twins-in-semiconductor-operations/): We are thrilled to have contributed to the white paper on Digital Twins from the SEMI Smart Manufacturing Initiative. Drawing... - [Industry Veterans Atiq Raza and Prabhu Goel Join minds.ai Board of Directors](https://minds.ai/post/industry-veterans-atiq-raza-and-prabhu-goel-join-minds-ai-board-of-directors/): Seasoned Board Members Bring Decades of Semiconductor Leadership Experience SANTA CRUZ, Calif. — Oct. 24, 2023 — minds. ai announced... - [minds.ai Raises Seed Funding to Optimize Semiconductor Manufacturing Operations](https://minds.ai/post/minds-ai-raises-seed-funding-to-optimize-semiconductor-manufacturing-operations/): minds. ai Enables More Semiconductors to Be Produced Faster With Less Waste at a Lower Cost SANTA CRUZ, Calif. – Oct. 10,... - [minds.ai attends the 2023 Ray Summit](https://minds.ai/post/minds-ai-attends-the-2023-ray-summit/): Update: The recording of the presentation can be found here. For the third year in a row we are presenting... - [minds.ai attends the 2023 ITEA PO Days](https://minds.ai/post/minds-ai-attends-the-2023-itea-po-days/): Thrilled to share a glimpse into our Research & Development journey! 🚀 We're all set to participate in the much-anticipated... - [Press Coverage after SEMICON West](https://minds.ai/post/press-coverage-after-semicon-west/): Thrilled to share that just a fortnight ago, we had the incredible opportunity to showcase our groundbreaking efforts at SEMICON... - [minds.ai Presents at SEMICON West 2023](https://minds.ai/post/minds-ai-presents-at-semicon-west-2023/): On Thursday, July 13th, our CEO, Sumit Sanyal, and CTO, Jasper van Heugten, will deliver a captivating presentation at the... - [Scalable Compute Architecture for AI applications in the Semiconductor Industry](https://minds.ai/post/scalable-compute-architecture-for-ai-applications-in-the-semiconductor-industry/): Modern day, enterprise Artificial Intelligence applications require a scalable and cost-effective compute architecture, especially those that are used to optimize... - [Advanced Semiconductor Manufacturing Conference 2023](https://minds.ai/post/advanced-semiconductor-manufacturing-conference-2023/): The Advanced Semiconductor Manufacturing Conference 2023 (ASMC) conference is underway this week in Saratoga Springs, New York. ASMC brings together... - [ML/RL Success Stories 4: Reinforcement Learning for Inventory Management](https://minds.ai/post/ml-rl-success-stories-4-reinforcement-learning-for-inventory-management/): Today’s blog covers a recent publication by Amazon engineers. This paper describes how Reinforcement Learning (RL) is used to optimize... - [minds.ai Presents at APCM Europe 2023](https://minds.ai/post/minds-ai-presents-at-apcm-europe-2023/): Jasper van Heugten, Director of Advanced Technology at minds. ai, will be presenting at the Advanced Process Control and Manufacturing... - [Overview of AI in the Semiconductor Industry](https://minds.ai/post/overview-of-ai-in-semi/): Artificial intelligence applications are expected to drastically change semiconductor manufacturing, exemplified by an estimated 17% reduction in manufacturing cost. - [minds.ai Presents at Global Smart Manufacturing Conference 2022](https://minds.ai/post/minds-ai-presents-at-global-smart-manufacturing-conference-2022/): Jasper van Heugten, Director of Advanced Technology at minds. ai, will be presenting at the Global Smart Manufacturing Conference on... - [minds.ai Presents at Ray Summit 2022](https://minds.ai/post/minds-ai-presents-at-ray-summit-2022/): On August 23rd Prashant Kumar will give a talk at the Ray Summit conference in San Francisco and will talk... - [minds.ai Presents at SemiCon West](https://minds.ai/post/minds-ai-presents-at-semicon-west/): On Thursday, July 14 our CEO, Sumit Sanyal, will give a talk at the SEMICON/FLEX Conference in San Francisco. Sumit... - [AAIH Releases “The Lifecycle of an AI System in Healthcare” Whitepaper](https://minds.ai/post/aaih-releases-the-lifecycle-of-an-ai-system-in-healthcare-whitepaper/): The Alliance for Artificial Intelligence in Healthcare (AAIH), the global advocacy group for responsible adoption of AI/ML technology across life... - [How Vestas is using AI to Capture more Energy](https://minds.ai/post/how-vestas-is-using-ai-to-capture-more-energy/): In this blog post we want to highlight a recent interview by Microsoft with Vestas on how HPC and AI... - [ML/RL Success Stories - 3](https://minds.ai/post/ml-success-stories-3/): Today's blog covers two recent reinforcement learning projects, both published in the top scientific magazine Nature. - [minds.ai wins Microsoft Partner of the Year Award](https://minds.ai/post/minds-ai-wins-microsoft-partner-of-the-year-award/): We are proud to announce that we have won the Microsoft Denmark & Iceland Partner of the Year 2022 Award... - [ML/RL Success Stories - 2](https://minds.ai/post/ml-success-stories-2/): In this second instalment we take a look at how ML is used for weather predication and mental health improvements. - [Using DeepSim and Modelon Impact to replace PID controllers with RL controllers](https://minds.ai/post/using-deepsim-and-modelon-impact-to-replace-pid-controllers-with-rl-controllers/): Read how minds. ai used the Modelon Impact software, integrated into our DeepSim platform, to develop an RL controllers. - [Customer Success Story: Vestas](https://minds.ai/post/customer-success-story-vestas/): Read how Vestas supercharged its wind farm control models with minds. ai’s product DeepSim. We partnered up with Microsoft to... - [Introducing ML/RL Success Stories](https://minds.ai/post/introducing-ml-success-stories/): In this new blog series we’ll regularly take a look at publications that show the success of applying machine/reinforcement learning. - [DeepSim 2.3 Release](https://minds.ai/post/deepsim-2-3-release/): We are pleased to announce the release of version 2. 3 of the minds. ai DeepSim platform. - [The commercial reality behind DeepMind’s paper: “Reward is enough”](https://minds.ai/post/the-commercial-reality-behind-deepmind-s-paper-reward-is-enough/): The paper from DeepMind titled “Reward is Enough” is making waves in the Artificial Intelligence community, here we give our... - [minds.ai Presents at Ray Summit 2021](https://minds.ai/post/minds-ai-presents-at-ray-summit-2021/): We will give a talk during the 2021 Ray Summit conference. The summit covers topics around ML in product, MLOps,... - [DeepSim 2.1 Release](https://minds.ai/post/deepsim-2-1-release/): Highlights of the DeepSim 2. 1 release, new features, more examples and optimization solutions. - [Honda R&D publishes first results of Autonomous Emergency Steering trained using DeepSim](https://minds.ai/post/honda-r-d-publishes-first-results-of-autonomous-emergency-steering-trained-using-deepsim/): Honda R&D publishes their work on the development of an autonomous emergency steering system developed with the minds. ai DeepSim... - [DeepSim Introductory Videos](https://minds.ai/post/deepsim-introductory-videos/): minds. ai is proud to present the latest efforts of our creative department: Three new videos that introduce DeepSim. - [Optimization of Hybrid-Electric Vehicle range with DeepSim](https://minds.ai/post/optimization-of-hybrid-electric-vehicle-range-with-deepsim/): Read the whitepaper about how DeepSim improves the fuel efficiency and range, two of the most important metrics, in the... - [Reinforcement Learning @ Hyve Catalina Virtual Workshop](https://minds.ai/post/reinforcement-learning-hyve-catalina-virtual-workshop/): Presentation on reinforcement learning and why it requires so much computing power. - [DeepSim 2.0 - Deep learning based platform to generate superior controller software, faster](https://minds.ai/post/deepsim-2-0-deep-learning-based-platform-to-generate-superior-controller-software-faster/): minds. ai is proud to present the availability of the second version of the DeepSim platform. The second version improves... - [Connecting Zoom, Google Drive and Slack for easy access to meeting recordings](https://minds.ai/post/connecting-zoom-google-drive-and-slack-for-easy-access-to-meeting-recordings/): At minds. ai we developed a tool to connect Zoom, Google Drive and Slack to help keep track of your... - [DeepSim improves hybrid car range with a software update](https://minds.ai/post/deepsim-improves-hybrid-car-range-with-a-software-update/): For electric and hybrid vehicle manufacturers the top key performance indicator (KPI) is range. The minds. ai DeepSim platform was... - [minds.ai's Molecule Property Predictor 'Netrin' optimised with Intel DL libraries](https://minds.ai/post/minds-ai-s-molecule-property-predictor-netrin-optimised-with-intel-dl-libraries/): Netrin uses graph convolutional neural networks (GCNN) to predict properties of molecules and in doing so can be applied to... - [Deploying SSD mobileNet V2 on the NVIDIA Jetson and Nano platforms](https://minds.ai/post/deploying-ssd-mobilenet-v2-on-the-nvidia-jetson-and-nano-platforms/): This article describes a list of fixes that one can apply in order convert SSD-MobileNet V2 via NVIDIA TensoRT. - [minds.ai attends Ai4 Healthcare 2019](https://minds.ai/post/minds-ai-attends-ai4-healthcare-2019/): Join minds. ai at the Ai4 Healthcare conference on Nov 11 and 12, 2019 - [minds.ai attends TensorFlow World 2019](https://minds.ai/post/minds-ai-attends-tensorflow-world-2019/): Join minds. ai at the TensorFlow World 2019 conference on Oct 30-31, 2019. - [minds.ai attends TensorFlow Contributor Summit 2019](https://minds.ai/post/minds-ai-attends-tensorflow-contributor-summit-2019/): Join minds. ai as we attend the TensorFlow Contributor Summit 2019 on October 28-29, 2019, in Santa Clara, CA, USA. - [minds.ai attends Biotech Week Boston 2019](https://minds.ai/post/minds-ai-attends-biotech-week-boston-2019/): Come join minds. ai at Biotech Week Boston 2019 on September 9-12, 2019, at Boston, MA, USA. - [minds.ai attends Hexagon Live 2019](https://minds.ai/post/minds-ai-attends-hexagon-live-2019/): Come join minds. ai at the Hexagon Live 2019 Conference in Las Vegas, NV, USA on June 10-14, 2019. - [Driving Deep Learning and Drug Discovery with Minds.ai and Intel - Intel on AI episode 15](https://minds.ai/post/driving-deep-learning-and-drug-discovery-with-minds-ai-and-intel-intel-on-ai-episode-15/): Sumit Sanyal, Founder/CRO at Minds. ai, joins Intel on AI to discuss how Minds. ai is driving drug discovery with... - [minds.ai attends AI in the Enterprise: Intel® AI Builders Showcase](https://minds.ai/post/minds-ai-attends-ai-in-the-enterprise-intel-ai-builders-showcase/): Come join minds. ai at the Intel® AI Builders Showcase event in New York City, NY, USA on April 15-18,... - [minds.ai attends GTC 2019](https://minds.ai/post/minds-ai-attends-gtc-2019/): Come join minds. ai at the GPU Technology Conference - [minds.ai attends the TensorFlow Dev Summit 2019](https://minds.ai/post/minds-ai-attends-the-tensorflow-dev-summit-2019/): Come join minds. ai at the TensorFlow Dev Summit in Sunnyvale, CA, USA on March 6-7, 2019. - [AAIH Announces Inaugural Board of Directors and Officers After Formal Launch](https://minds.ai/post/aaih-announces-inaugural-board-of-directors-and-officers-after-formal-launch/): minds. ai recognized as a founding member of the Alliance for Artificial Intelligence in Healthcare (AAIH). - [minds.ai attends Intel® AI DevCon 2019 Munich](https://minds.ai/post/minds-ai-attends-intel-ai-devcon-2019-munich/): Join minds. ai at the Intel® AI DevCon 2019 Munich conference on January 23, 2019, in Munich, Germany. - [minds.ai attends Google Cloud Summit 2018](https://minds.ai/post/minds-ai-attends-google-cloud-summit-2018/): Join minds. ai at the Google Cloud Summit 2018 in Amsterdam, Netherlands, on November 28, 2018. - [minds.ai attends International Conference for High Performance Computing 2018](https://minds.ai/post/minds-ai-attends-international-conference-for-high-performance-computing-2018/): Join minds. ai at the International Conference for High Performance Computing 2018 in Dallas, TX, USA, on November 11-16, 2018. - [Scalable Distributed DNN Training using TensorFlow and CUDA-Aware MPI](https://minds.ai/post/scalable-distributed-dnn-training-using-tensorflow-and-cuda-aware-mpi/): TensorFlow has been the most widely adopted Machine/Deep Learning framework. However, little exists in the literature that provides a thorough... - [minds.ai attends the TensorFlow Dev Summit 2018](https://minds.ai/post/minds-ai-attends-the-tensorflow-dev-summit-2018/): Come join minds. ai at the TensorFlow Dev Summit in Mountain View, CA, USA on March 30, 2018. - [minds.ai attends GTC 2018](https://minds.ai/post/minds-ai-attends-gtc-2018/): Come join minds. ai at the GPU Technology Conference - [RE•WORK Deep Learning Summit SF 2018](https://minds.ai/post/rework-deep-learning-summit-sf-2018/): Come join minds. ai at the RE•WORK Deep Learning Summit San Francisco 2018 on January 26-27, 2018, in San Francisco,... - [minds.ai contributes to TensorFlow: MPI based communication path for tensor exchange operations](https://minds.ai/post/minds-ai-contributes-to-tensorflow-mpi-based-communication-path-for-tensor-exchange-operations/): Adds an additional communication path to TensorFlow that allows Tensors to be exchanged using MPI. - [minds.ai attends GTC 2017](https://minds.ai/post/minds-ai-attends-gtc-2017/): Come join minds. ai at the GPU Technology Conference in San Jose, CA, USA on May 8-11, 2017. - [RE•WORK Deep Learning Summit SF 2017](https://minds.ai/post/rework-deep-learning-summit-sf-2017/): Come join minds. ai at the RE•WORK Deep Learning Summit San Francisco 2017 on January 26-27, 2017, in San Francisco,... - [minds.ai attends the Big Data London 2016](https://minds.ai/post/minds-ai-attends-the-big-data-london-2016/): Come join minds. ai at the Big Data London event in London, UK on November 3-4, 2016. - [minds.ai’s Deep Neural Network Training Software Shatters Industry Benchmarks](https://minds.ai/post/minds-ais-deep-neural-network-training-software-shatters-industry-benchmarks/): minds. ai creates record-breaking scalable neural network training infrastructure platform with support from partners. - [minds.ai attends GTC 2016](https://minds.ai/post/minds-ai-attends-gtc-2016/): Come join minds. ai at the GPU Technology Conference in San Jose, CA, USA on April 4-7, 2016. - [Accelerating Deep Learning with HPC](https://minds.ai/post/accelerating-deep-learning-with-hpc/): minds. ai an early stage startup building software and hardware infrastructure to deploy, manage and accelerate Deep Learning Networks. - [Startups Aim to Exploit a Deep-Learning Skills Gap](https://minds.ai/post/startups-aim-to-exploit-a-deep-learning-skills-gap/): The latest machine-learning techniques promise to transform whole industries by making it easier for computers to recognize patterns in data - [minds.ai Introduces Deep Learning Training Platform That Slashes Training Times](https://minds.ai/post/minds-ai-introduces-deep-learning-training-platform-that-slashes-training-times/): SANTA CRUZ, Calif. --(BUSINESS WIRE)--minds. ai inc. (pronounced: maɪndz-aɪ), developers of an innovative deep neural network training... - [Startup to Offer Neural Network Training in the Cloud](https://minds.ai/post/startup-to-offer-neural-network-training-in-the-cloud/): A startup called minds. ai today announced how it plans to tackle that problem: by allowing customers to train their... - [GPU PLATFORMS SET TO LENGTHEN DEEP LEARNING REACH](https://minds.ai/post/gpu-platforms-set-to-lengthen-deep-learning-reach/): Sumit Sanyal, CEO and Chief Architect at minds. ai, emerges from stealth and discusses deep learning and how it is... - [Why Memory and Mimicry Are The Next Big Frontiers in Artificial Intelligence](https://minds.ai/post/why-memory-and-mimicry-are-the-next-big-frontiers-in-artificial-intelligence/): Reinforcement learning will be the next generation of artificial intelligence, according to Sumit Sanyal, CEO of a startup called minds.... - [minds.ai Teams with Orange SV and Echostreams on Experimental Prototype of New ML Platform](https://minds.ai/post/minds-ai-teams-with-orange-sv-and-echostreams-on-experimental-prototype-of-new-ml-platform/): minds. ai Platform Offers Disruptive Acceleration That Slashes Neural Network Training Times from Days and Weeks to Hours and Minutes. ## Whitepapers - [Hybrid Simulation and Learning Framework for WIP Prediction in Semiconductor Fabs](https://minds.ai/whitepaper/hybrid-simulation-and-learning-framework-for-wip-prediction-in-semiconductor-fabs/): This paper presents a hybrid framework that combines discrete-event simulation (DES) with neural networks to forecast Work-In-Progress (WIP) in semiconductor... - [General Framework for Processing Time Prediction and Machine Availability for all Fab Equipment](https://minds.ai/whitepaper/general-framework-for-processing-time-prediction-and-machine-availability-for-all-fab-equipment/): The work here has been published during the 2025 version of the annual Advanced Semiconductor Manufacturing Conference (ASMC). You can... - [Supporting Fab Operations Using Multi-Agent Reinforcement Learning (WinterSim 2024)](https://minds.ai/whitepaper/supporting-fab-operations-using-multi-agent-reinforcement-learning-wintersim-2024/): The work here has been published during the 2024 version of the annual Winter Simulation Conference. You can read the... - [Supporting Fab Operations Using Multi-Agent Reinforcement Learning](https://minds.ai/whitepaper/supporting-fab-operations-using-multi-agent-reinforcement-learning/): The work here has been published during the 2024 version of the annual Advanced Semiconductor Manufacturing Conference (ASMC). You can... - [Processing Time and Machine Availability Prediction in Semiconductor Manufacturing Using Neural Networks](https://minds.ai/whitepaper/processing-time-and-machine-availability-prediction-in-semiconductor-manufacturing-using-neural-networks/): The work here has been published during the 2023 version of the annual Winter Simulation Conference. You can read the... - [Test Whitepaper](https://minds.ai/whitepaper/test-whitepaper/): Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut... # # Detailed Content ## Pages ## Posts For the fourth consecutive year, the minds.ai team is attending SEMICON West—and this year, we're sending our largest contingent ever! We’re thrilled to announce that minds.ai has inked a landmark multi-year agreement with GlobalFoundries (GF) to deploy our AI-powered minds.ai Maestro® software suite across GF’s global semiconductor fabrication facilities. This deal marks a significant milestone in the journey towards building smart fabs of the future, with minds.ai at the forefront of partnering with leading companies like GF in driving innovation in semiconductor manufacturing. minds.ai and Lavorro Announce Collaboration to Deliver Combined Solutions for Semiconductor Smart Manufacturing. A partnership to accelerate Smart Manufacturing by improving fab operations and planning, engineering efficiency, equipment uptime, and fab productivity for semiconductor industry. Join minds.ai at the ASMC conference, where our Chief Architect, Jeroen Bédorf, will present "Supporting Fab Operations Using Multi-Agent Reinforcement Learning" on Wednesday, May 16, 2024. Thrilled to share a glimpse into our Research & Development journey! 🚀 We're all set to participate in the much-anticipated "ITEA PO Preparation Days 2023," where we'll be teaming up with Robert Bosch, NXP, Ecole des Mines de Saint-Etienne (France), and FerUni Hagen (Germany) to present the 'INTERACTION' proposal. On Thursday, July 13th, our CEO, Sumit Sanyal, and CTO, Jasper van Heugten, will deliver a captivating presentation at the SEMICON West Conference in San Francisco. Jasper van Heugten, Director of Advanced Technology at minds.ai, will be presenting at the Advanced Process Control and Manufacturing (APCM) Conference on Thursday March 30. Artificial intelligence applications are expected to drastically change semiconductor manufacturing, exemplified by an estimated 17% reduction in manufacturing cost. Jasper van Heugten, Director of Advanced Technology at minds.ai, will be presenting at the Global Smart Manufacturing Conference on Wednesday November 9th. On August 23rd Prashant Kumar will give a talk at the Ray Summit conference in San Francisco and will talk about our wake steering solution. The Alliance for Artificial Intelligence in Healthcare (AAIH), the global advocacy group for responsible adoption of AI/ML technology across life sciences and healthcare, has released their latest whitepaper “The Lifecycle of an AI System in Healthcare”. In this blog post we want to highlight a recent interview by Microsoft with Vestas on how HPC and AI are driving innovation. Today's blog covers two recent reinforcement learning projects, both published in the top scientific magazine Nature. We are proud to announce that we have won the Microsoft Denmark & Iceland Partner of the Year 2022 Award in Digital Transformation. In this second instalment we take a look at how ML is used for weather predication and mental health improvements. Read how minds.ai used the Modelon Impact software, integrated into our DeepSim platform, to develop an RL controllers. Read how Vestas supercharged its wind farm control models with minds.ai’s product DeepSim. We partnered up with Microsoft to help Vestas. In this new blog series we’ll regularly take a look at publications that show the success of applying machine/reinforcement learning. We are pleased to announce the release of version 2.3 of the minds.ai DeepSim platform. The paper from DeepMind titled “Reward is Enough” is making waves in the Artificial Intelligence community, here we give our feedback. We will give a talk during the 2021 Ray Summit conference. The summit covers topics around ML in product, MLOps, deep & reinforcement learning, cloud computing, server-less, and other uses of the Ray libraries. Highlights of the DeepSim 2.1 release, new features, more examples and optimization solutions. Honda R&D publishes their work on the development of an autonomous emergency steering system developed with the minds.ai DeepSim platform. minds.ai is proud to present the latest efforts of our creative department: Three new videos that introduce DeepSim. Read the whitepaper about how DeepSim improves the fuel efficiency and range, two of the most important metrics, in the automotive industry. Presentation on reinforcement learning and why it requires so much computing power. minds.ai is proud to present the availability of the second version of the DeepSim platform. The second version improves upon the strengths of the first version, takes advantage of the latest cloud technology innovations and is suitable to a broader range of application verticals. At minds.ai we developed a tool to connect Zoom, Google Drive and Slack to help keep track of your meeting recordings. For electric and hybrid vehicle manufacturers the top key performance indicator (KPI) is range. The minds.ai DeepSim platform was used to create controller software which managed the power source (IC engine vs battery). Netrin uses graph convolutional neural networks (GCNN) to predict properties of molecules and in doing so can be applied to drug discovery, potentially speeding up molecule screening and reducing wet lab costs. This article describes a list of fixes that one can apply in order convert SSD-MobileNet V2 via NVIDIA TensoRT. Join minds.ai at the Ai4 Healthcare conference on Nov 11 and 12, 2019 Join minds.ai at the TensorFlow World 2019 conference on Oct 30-31, 2019. Join minds.ai as we attend the TensorFlow Contributor Summit 2019 on October 28-29, 2019, in Santa Clara, CA, USA. Come join minds.ai at Biotech Week Boston 2019 on September 9-12, 2019, at Boston, MA, USA. Come join minds.ai at the Hexagon Live 2019 Conference in Las Vegas, NV, USA on June 10-14, 2019. Sumit Sanyal, Founder/CRO at Minds.ai, joins Intel on AI to discuss how Minds.ai is driving drug discovery with deep learning with Netrin. Come join minds.ai at the Intel® AI Builders Showcase event in New York City, NY, USA on April 15-18, 2019. Come join minds.ai at the GPU Technology Conference Come join minds.ai at the TensorFlow Dev Summit in Sunnyvale, CA, USA on March 6-7, 2019. minds.ai recognized as a founding member of the Alliance for Artificial Intelligence in Healthcare (AAIH). Join minds.ai at the Intel® AI DevCon 2019 Munich conference on January 23, 2019, in Munich, Germany. Join minds.ai at the Google Cloud Summit 2018 in Amsterdam, Netherlands, on November 28, 2018. Join minds.ai at the International Conference for High Performance Computing 2018 in Dallas, TX, USA, on November 11-16, 2018. TensorFlow has been the most widely adopted Machine/Deep Learning framework. However, little exists in the literature that provides a thorough understanding of the capabilities which TensorFlow offers for the distributed training of large ML/DL models that need computation and communication at scale. Come join minds.ai at the TensorFlow Dev Summit in Mountain View, CA, USA on March 30, 2018. Come join minds.ai at the GPU Technology Conference Come join minds.ai at the RE•WORK Deep Learning Summit San Francisco 2018 on January 26-27, 2018, in San Francisco, CA, USA. Adds an additional communication path to TensorFlow that allows Tensors to be exchanged using MPI. Come join minds.ai at the GPU Technology Conference in San Jose, CA, USA on May 8-11, 2017. Come join minds.ai at the RE•WORK Deep Learning Summit San Francisco 2017 on January 26-27, 2017, in San Francisco, CA, USA. Come join minds.ai at the Big Data London event in London, UK on November 3-4, 2016. minds.ai creates record-breaking scalable neural network training infrastructure platform with support from partners. Come join minds.ai at the GPU Technology Conference in San Jose, CA, USA on April 4-7, 2016. minds.ai an early stage startup building software and hardware infrastructure to deploy, manage and accelerate Deep Learning Networks. The latest machine-learning techniques promise to transform whole industries by making it easier for computers to recognize patterns in data SANTA CRUZ, Calif.--(BUSINESS WIRE)--minds.ai inc. (pronounced: maɪndz-aɪ), developers of an innovative deep neural network training... A startup called minds.ai today announced how it plans to tackle that problem: by allowing customers to train their neural network on its speed cloud-based GPU cluster. Sumit Sanyal, CEO and Chief Architect at minds.ai, emerges from stealth and discusses deep learning and how it is the vertically integrated. Reinforcement learning will be the next generation of artificial intelligence, according to Sumit Sanyal, CEO of a startup called minds.ai, minds.ai Platform Offers Disruptive Acceleration That Slashes Neural Network Training Times from Days and Weeks to Hours and Minutes. ## Whitepapers