JuliaHub's Dyad platform: A comprehensive analysis for engineering lifecycle

🤝🤖 Northrop Grumman teamed up with Luminary Cloud to leverage AI tools for the design of spacecraft propulsion components, aiming to speed up development, cut costs, and drive innovation. Partnership details: 👉 Merges Northrop’s propulsion expertise with Luminary Cloud’s AI platform and support from NVIDIA’s Computer-Aided Engineering team 👉 Uses “physics AI” model rather than conventional generative AI to simulate how physical systems behave and optimize the geometry of spacecraft thruster nozzle Han Park, VP of AI integration at Northrop Grumman Space Systems: “Using AI to make something small, like a spacecraft thruster, puts us on a path to do much bigger things, like using AI to design larger components or even an entire spacecraft.”

Ever wondered how Koopman Operator Theory can transform raw data into precise, interpretable models? In our latest video, Noah Silverberg and the AIMdyn, Inc. team demonstrate PyKMD in action — modeling Earth’s orbit from NASA - National Aeronautics and Space Administration data. 🌎 From data preprocessing and Dynamic Mode Decomposition (DMD) to forecasting future states, this walkthrough showcases how PyKMD simplifies complex dynamical systems with elegance and accuracy. 🔹 Data-driven modeling 🔹 Koopman-based predictions 🔹 Real-time insights into nonlinear systems Discover how PyKMD brings theory to life. 🎥 Watch now: https://lnkd.in/gYANww3a #AIMdyn #KoopmanTheory #PyKMD #DataScience #Modeling #Prediction #NASAData #MachineLearning #Innovation

🛰️ Orbital robotics just got a major physics upgrade! Scientists have developed a new mathematical framework for modeling spacecraft-mounted robotic arms in orbit—accounting for the complex dynamics of orbital motion, spacecraft attitude, and manipulator movements all at once. The Lagrange-Poincaré-Kepler Equations (LPKE) extend classical mechanics to capture how orbital disturbances affect robotic operations in space. This isn't just theoretical—the framework is ready for real control systems and hardware-in-the-loop simulations, tested on a 7-DOF manipulator. • Why it matters: Accurate orbital robotics models are critical for autonomous satellite servicing, space construction, and debris removal—emerging trillion-dollar markets. Follow us for the latest breakthroughs in robotics, AI, and space tech! 🚀 #Robotics #SpaceTech #Orbital #Dynamics #Automation #Kinematics Source: https://lnkd.in/gexijPgQ

🧠 The New Frontier of Science: Manufacturing Human Tissue in Space Scientists are developing a new technology that allows them to "print" human tissues in space. This technique could help astronauts on long missions by creating muscles or skin on demand, and also contribute to new medical treatments on Earth... READ HERE: https://lnkd.in/e8MwE6YK

Artificial Intelligence has gotten much more advanced since robotic space probes first start exploring the planets. I explore how far this could go and what the future of the solar system and space exploration could look like as a result. https://lnkd.in/gFEhQQRf

Flying spaceships? Maybe next, product roadmaps will include warp drives just in case. This article humorously explores the challenges and complexities of piloting spacecraft, highlighting how advanced tech is not as intuitive as sci-fi makes it seem, with a focus on physics, engineering, and iterative testing. It underscores that even in fictional universes, mastering complex systems requires patience, detailed planning, and a lot of debugging. As a product manager, this reminds me that user experience design must account for real-world limitations and that iteration is key, especially amid unpredictable market turbulence like current tech shakeups. Thanks to Rhett Allain for this fantastically grounded sci-fi perspective. #Innovation #Complexity #Iteration #Technology #ThePMChronicles First published: October 2025

🧠 The Future of Space Medicine: Scientists 3D Print Muscle Tissue in Zero Gravity Scientists are developing a new technology that allows them to "print" human tissues in space. This technique could help astronauts on long missions by creating muscles or skin on demand, and also contribute to new medical treatments on Earth... https://lnkd.in/eZrk6ARf

Los Angeles CA (SPX) Oct 29, 2025 Northrop Grumman Corporation and Luminary Cloud are working together to apply artificial intelligence to spacecraft propulsion, implementing a new physics AI foundation model specifically for thruster nozzle design. The collaboration leverages Northrop Grumman's expertise in propulsion physics and Luminary Cloud's AI platform with NVIDIA's support to enable rapid hardware development for spacecr #AI #SpacecraftEngineering #PropulsionDesign #NorthropGrumman #ArtificialIntelligence

A Chinese institute is testing an inflatable module that could be used for in-space manufacturing. The tests on a “core module” by the Institute of Mechanics under the Chinese Academy of Sciences (IMCAS) represent a breakthrough in combining rigid structures with flexible modules. Images of the flexible platform suggest a diameter of around 2 meters. IMCAS did not provide details like a planned launch date, intended orbits, the mass and volume of a platform and more. The size of the test article suggests this is a technology demonstrator, rather than a full size model, with significant work and progress needed before flight. [SpaceNews] https://lnkd.in/daHvgpV6

Three things everyone assumed were finished became optimization targets this week: 1️⃣ A 32-year-old NASA formula got upgraded by AI in hours 2️⃣ Cooling hardware hit $50k per rack and started blocking GPU deployments 3️⃣ Answer quality turned into a price slider you can dial per query Things locked in as "good enough" 5 years ago are now places to find an edge. Pull the formulas in your pricing models. Check your datacenter thermal specs. Audit your AI inference budgets. Your competitors are running the same playbook. First team to reopen closed questions finds margin everyone else thinks doesn't exist. Link here: https://lnkd.in/gSTTDu-E #AI #ArtificialIntelligence #MachineLearning #Optimization #Innovation #BusinessStrategy #Efficiency #Economics #Disruption #LegacySystems #DataCenters #Hardware #GPUs #ServerCooling #SupplyChain #NASA #AIModels