Catch minds.ai this week at SuperComputing 2024 (SC24) in Atlanta! Our Chief Architecht and VP of Engineering, Jeroen Bédorf will be part of an expert panel with leaders from Microsoft, AMD, Ansys, and Purdue University, to discuss "How the Convergence of HPC and AI Is Accelerating Innovation." This panel session will dive into how AI-driven technologies like GPUs and cloud-based supercomputing are transforming traditional HPC applications, while HPC infrastructure continues to shape AI’s future—laying the foundation for minds.ai’s semiconductor optimization solutions. Whether attending in Atlanta or remotely, don’t miss this chance to hear from top minds in academia and industry on Tuesday, November 19, from 10:30 am - 12:00 pm EST. Visit the SC24 website for registration details! #SC24 #HPC #AI #semiconductor
minds.ai
软件开发
Santa Cruz，California 1,675 位关注者
Using AI to optimize semiconductor operations and planning with zero disruption to established workflows.
关于我们
Semiconductor manufacturers and fabs can no longer afford to innovate at the pace humans alone can sustain. AI solutions augment what they do best, so they can do it better. We began minds.ai by applying deep learning solutions to enterprise business problems in pharma, the automotive industry, and enterprise operations. From there, we created DeepSim, a flexible AI engine that combines a powerful mix of open-source and proprietary AI tools into a simple, stable, cloud-based platform. minds.ai Maestro uses DeepSim as a backbone, helping optimize processes for leaders in large-scale semiconductor manufacturing. Founded in 2014, headquarters in Silicon Valley. Offices in Amsterdam and Bangalore.
- 网站
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https://minds.ai
minds.ai的外部链接
- 所属行业
- 软件开发
- 规模
- 11-50 人
- 总部
- Santa Cruz，California
- 类型
- 私人持股
- 创立
- 2014
- 领域
- artificial intelligence、deep learning、neural networks、High Performance Computing、Semiconductor、Manufacturing、Wind Energy、Reinforcement Learning和Renewable Energy
地点
minds.ai员工
动态
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WOW! What a fantastic week we had at Semicon Europa! Check out our CEO's, Itzik Gilboa's recap here!
minds.ai had a productive showing at #SemiconEuropa last week, our CTO Jasper van Heugten gave a great talk on the deployment of Multi Agent #ReinforcementLearning in a working fab environment. One of a handful of presentations with field data. I had multiple meetings with existing and perspective customers building up to increased business in 2025. ? #SemiconEuropa Key Takeaways: ? 1.?????????Concerns of headwinds for EU semi suppliers: a.?????????China capacity build up specifically in trailing edge nodes b.?????????Slowdown of demand in Automotive c.?????????Potential escalation of trade restrictions impacting the ability to import needed raw materials 2.??AI adoption in semiconductor manufacturing control is still very much in nascent stage. Wide range of maturity in the level of automation deployed in 200mm and below fabs. AI can play a significant role in improving competitiveness of European fabs. 3.? minds.ai has established brand name recognition as delivering state of the art deployment of AI in Semi Fabs, this was evident from the discussions we had with conference attendees. Looking forward to an exciting year of growth for #minds.ai #ReinforcementLearning #MARL #MachineLearning #DeepLearning
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This Wednesday Nov 13th our CTO, Jasper van Heugten will present our collaboration with Micron Technology on optimizing their fabs using Reinforcement Learning at Semicon Europa! Details: Jasper's talk titled "Supporting Fab Operations Using Multi-Agent Reinforcement Learning" will be at 14:25 CET on Wednesday Nov 13 in Session 2 "Advancing Smart Manufacturing Solutions" of the Fab Management Forum: https://lnkd.in/epaaMNsb #SemiconEuropa #SEMI #ReinforcementLearning #SmartManufacturing #Semiconductors Looking forward to see you all there!
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?? Exciting Talk at Semicon Europa Next Week! We're thrilled to announce that minds.ai’s CTO, Jasper van Heugten will be presenting our collaboration with Micron Technology at the Fab Management Forum during Semicon Europa next week! Join us as he dives into how multi-agent reinforcement learning (RL) is transforming semiconductor fab operations and redefining scheduling as we know it. ?? In this talk, Jasper will cover: *How RL enhances decision-making in complex 300mm semiconductor fabs by simulating scheduling decisions based on real-time data and historical patterns *Improving Fab Key Performance Indicators *Boosting engineers’ quality of life by automating routine tasks and freeing time for higher-impact activities. The minds.ai team has deployed this innovative AI solution in production at Micron Technology, yielding improvements in operational efficiency with virtually no downside. This is a must-attend session for anyone interested in the future of AI-driven fab management. ?? When: Wednesday 13 Nov at 14:25 CET ?? Where: Munich, Germany at the Fab Management Forum of Semicon Europa ?? Don’t miss this chance to learn from leading minds in AI for semiconductor manufacturing! #SemiconEuropa #SEMI #ReinforcementLearning #SmartManufacturing #Semiconductors
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Despite a potential slight dip this year, silicon output continues to grow in the long term, with a strong future outlook. At?minds.ai, our efficiency-focused solutions help customers navigate both downturns and upturns. Reach out to discover how we can optimize your operations.
Global shipments of silicon wafers are projected to decline 2% in 2024 to 12,174 million square inches (MSI) with a strong rebound of 10% in 2025 to reach 13,328 MSI as wafer demand continues to recover from the downcycle, SEMI reported today in its annual silicon shipment forecast. The annual silicon shipment forecast is developed based on input from the members of the?SEMI Silicon Manufacturers Group?(SMG). Read more about the forecast, which looks out to 2027. ?? https://lnkd.in/gTqecuHW #semiconductorindustry #semiconductor #siliconwafer
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We've all known Thomas to be a man of many talents, but last week while attending the SEMI Fab Owners Alliance (FOA) Q4 meeting, he surprised us all yet again, when he won the axe throwing contest! Thomas is a testament to the fact that minds.ai consistently hits the bullseye, whether in axe throwing or with our prediction and control of semiconductor fabs! Thanks to John Behnke for the organization of this awesome and super fun social event!
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Today is the last day of the Fab Owner Alliance (FOA) Q4 meeting, and we are having a great time! If you are attending, feel free to reach out to Our Business Development Manager, Thomas Soule and our CTO, Jasper van Heugten who are are attending, they would be happy to chat! The final event tonight (7-10pm) will be at The Axe Pit: 333 Clarks Pond Parkway South Portland, ME 04106 #FOA #Semiconductor #manufacturing #machinelearning #SEMI #TexasInstruments
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Join us next week in Portland, Maine, for the Fab Owner Alliance (FOA) Q4 meeting, where Thomas Soule and Jasper van Heugten will be attending! This year's event, hosted by Texas Instruments and organized by SEMI, takes place on October 23 & 24. In addition to insightful discussions, the event will feature plenty of opportunities to connect during social events like golf and networking sessions. Be sure to reach out to Thomas & Jasper if you'd like to catch up with us—we'd love to see you there! #FOA #Semiconductor #manufacturing #machinelearning #SEMI #TexasInstruments
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This year's Nobel Prize in Physics and Chemistry highlights the growing impact of machine learning and artificial intelligence in our lives. AI is becoming a pervasive force, transforming how we approach problems and discover new solutions. A special congratulations to Geoffrey Hinton and John Hopfield for their pioneering work in neural networks, and to David Baker, Demis Hassabis, and John Jumper for their groundbreaking contributions in protein structure prediction through machine learning. These awards exemplify the real-world applications and immense potential of AI to drive innovation. At?minds.ai, we leverage similar methodologies in our cutting-edge solutions, and we’re proud to have one of Hinton’s alumni, our co-founder Tijmen Tieleman, in our midst.
Congratulations Geoff Hinton and John Hopfield on your Nobel Prize! And I know Geoff as so much more than a brilliant researcher: a dedicated teacher, a caring leader, and a courageous inspiration. It's a privilege to have had him as my PhD supervisor, to have co-taught with him, and to be taking what he taught me forward in minds.ai.
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Mark your calendars! This Fall, we're gearing up to attend and present at some of the most exciting conferences in the world of Semiconductor manufacturing, AI and HPC and we can’t wait to share what we’ve been working on! On October 23-24, Thomas Soule will attend the SEMI Fab Owner Alliance meeting hosted by Texas Instruments in Portland, USA. Kicking off November, we’ll be at SEMICON Europe in München, Germany. Jasper van Heugten will reveal game-changing updates on how we’re using reinforcement learning to optimize fabs, with insights from our groundbreaking deployment at Micron. Meanwhile, Itzik Gilboa will join the Fab Management Forum, discussing strategies at the cutting edge of the industry. Then, it’s on to SuperComputing 2024 in Atlanta, where Jeroen Bédorf will take the stage as a panelist for "How the Convergence of HPC and AI is Accelerating Innovation." Expect powerful discussions that will shape the future of these transformative technologies! In December, Jasper will head to WinterSim 2024 in Orlando to dive into the role of Multi-Agent Reinforcement Learning in revolutionizing fab operations. These are events you won’t want to miss. If you’re attending, let’s connect! Feel free to reach out via LinkedIn or our website to set up a meeting and discuss how we can push the boundaries of innovation together. Stay tuned for more details as we get closer to these exciting dates. #Semiconductor #HPC #AI #SC24 #SEMICONEuropa SC14: https://lnkd.in/dPAvG_Xm SEMI: https://lnkd.in/g-7BdY2z WinterSim: https://lnkd.in/grjy_HqJ
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