minds.ai

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 machine learning can enhance manufacturing efficiency by assisting engineers in real-time to make informed decisions. Our findings, drawn from real-world deployments at some of the world's most advanced semiconductor facilities, demonstrate the tangible benefits of AI-assisted scheduling, including improved throughput and reduced queue time violations. As semiconductor operations grow increasingly complex, traditional scheduling methods struggle to keep pace. That’s where our AI solutions come to the rescue. You can download the publication here: https://lnkd.in/gDYKvdqb

We recently returned from an incredible week in Bali for our annual All Hands Meeting! It was a perfect mix of brainstorming big ideas, tackling tough challenges, and strengthening our team through some much-needed relaxation and fun. Nothing beats connecting in person, and we can't wait for the next one!

Happening this week! Thomas Soule and Sumit Sanyal will be in Arizona attending the Fab Owner Alliance (FOA) Q1 Collaborative Forum, to present our collaboration with Micron Technology on using reinforcement learning for scheduling optimization. The talk, “Supporting Fab Operations Using Multi-Agent Reinforcement Learning,” will explore how real-time machine learning can tackle the growing complexity of semiconductor production scheduling—enhancing decision-making in fabs like never before. The event, organized by SEMI, takes place February 26–27 and will feature presentations, networking, and social events. #FOA #Semiconductor #Manufacturing #MachineLearning #SEMI #reinforcementlearning

It’s that time of year again! Thomas Soule and Sumit Sanyal will soon be headed to the Fab Owner Alliance (FOA) Q1 Collaborative Forum, where they will present our collaboration with Micron Technology on using reinforcement learning for scheduling optimization. The talk, “Supporting Fab Operations Using Multi-Agent Reinforcement Learning,” will explore how real-time machine learning can tackle the growing complexity of semiconductor production scheduling—enhancing decision-making in fabs like never before. The event, organized by SEMI, takes place February 26–27 in Arizona and will feature presentations, networking, and social events. #FOA #Semiconductor #Manufacturing #MachineLearning #SEMI #reinforcementlearning

2025 is off to a great start! Our CEO, Itzik Gilboa is attending the SEMI Industry Strategy Symposium in Half Moon Bay, California this week!

As the year draws to a close, we want to express our heartfelt thanks to our customers, partners, and friends for making this year truly remarkable. 2024 was filled with incredible milestones. We participated in and presented at over a dozen conferences across continents, strengthening our global connections. Joint presentations with our esteemed partners at Micron and GlobalFoundries stood out as true highlights—testaments to the power of collaboration. Reflecting on the year, our CEO, Itzik Gilboa, shared: “As I close my first six months as CEO of minds.ai, this year has been filled with exciting changes for our company. We expanded our talented team and made significant strides in product development to better serve our industry.” We also hosted many impactful workshops with customers, laying the groundwork for exciting projects in the coming year. We can’t wait to share the results with you! To all our friends, customers, partners and followers, we wish you a joyous holiday season and a successful, prosperous new year.?

As 2024 comes to a close, we’re excited to end the year at the Winter Simulation Conference in Orlando, Florida, where our CTO, Jasper van Heugten, will present our latest advancements! This year’s conference runs from December 15 to 18 and features a packed program of workshops, tutorials, commercial case studies, and the International Conference on Modeling and Analysis of Semiconductor Manufacturing (MASM). Jasper’s talk, “Supporting Fab Operations Using Multi-Agent Reinforcement Learning”, takes place on Monday, December 16, at 10:30 AM. In his talk, Jasper will explore how real-time machine learning empowers manufacturing engineers, sharing insights from production deployments in Micron’s fabs. The results show how AI-assisted scheduling improves key performance indicators with minimal trade-offs. If you're attending, don’t miss the chance to connect with Jasper—either at his talk or via LinkedIn! Find more details about the conference on their official website and program. For more information about Jasper's talk, click on this link: https://lnkd.in/gQjb_Y_j #ReinforcementLearning #Semiconductor #Manufacturing #WinterSim #MachineLearning #WSC2024

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

WOW! What a fantastic week we had at Semicon Europa! Check out our CEO's, Itzik Gilboa's recap here!

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!