Baukunst’s Post

We love #TopologyOptimization! 🤩 . . For those unfamiliar, topology optimization is a cutting-edge engineering technique that uses algorithms to design and refine structures, ensuring optimal material distribution for maximum performance. It's like letting computers help us find the most efficient shapes and forms! 🤖🏗️ . . Why It Matters: 🚀 Innovation: Pushing the boundaries of design and engineering. 🌱 Sustainability: Minimizing material usage, reducing waste. 💡 Performance: Enhancing strength, durability, and functionality. . . Excitingly, recent advancements in AI-driven algorithms and simulation technologies have taken topology optimization to new heights. Companies and researchers worldwide are leveraging these tools for groundbreaking solutions across industries. 🌍🔧 #3dprinting #AdditiveManufacturing #Innovation #EngineeringInnovation #AIinDesign #EngineeringTech

🚀 Exciting news in the world of AI and computer vision! A new modular end-to-end solution has been developed for extracting electrical graphs from hand-drawn circuit diagrams. This innovation promises to revolutionize the digitization of engineering and educational domains. Read more: https://ift.tt/BNvFk9t #AI #MachineLearning #ComputerVision #Innovation #Engineering #Technology

Innovation is the way forward, especially with #ASEAN emerging as a promising central hub for the electronics industry. Altair SimSolid stands as a game-changer, set to revolutionize how engineers navigate the intricacies of electronic design. 💡   Imagine getting results in seconds to minutes – up to 25x faster than traditional finite element solvers. All this by eliminating the two most time-consuming and expertise-intensive tasks; geometry simplification and meshing. This translates to faster time to results and the ability to solve even more complex electromagnetic problems, empowering engineers to achieve superior design outcomes. Makes perfect business sense! 🚀💻⚡   Join us on this journey as we continue to showcase the transformative power of simulation to accelerate industries! 🌐   https://lnkd.in/g_N563iZ   #OnlyForward #AltairSimSolid #ElectronicsInnovation   Yuan Liu Satish Ramakrishna Jeff cheah M.D A. DAI Nguyen Ba Peerachart Tuangpattaraporn

Quilter Raises $10M Series A to Transform Circuit Board Design with AI Quilter, based in Los Angeles, raises $10M Series A to advance AI-driven circuit board design. Led by Benchmark, with support from Coatue and existing investors, the funding aims to scale operations, hire talent across AI/ML and electronics, and drive product adoption. Founder and CEO Sergiy Nesterenko leads the charge with generative AI software, serving as a "compiler for circuit boards." Integrated with Altium and KiCAD, the platform utilizes reinforcement learning and neural nets to streamline design processes, from placement to routing. Quilter's innovation promises to revolutionize electronics design by drastically reducing time and complexity through AI automation. #Quilter #circuitboard #AI #SeriesA #Benchmark #Coatue #electronics #SergiyNesterenko #Altium #KiCAD #automation

Thanks to Plastics Engineering for their article on Altair's AI offerings for product design that includes Altair physicsAI for fast physics predictions. #onlyforward #engineeringdatascience https://lnkd.in/gGswRnpJ!

EXPLORING AEROELASTICITY: WHERE AEROSPACE ENGINEERING MEETS INNOVATION [2/3] ✈️ 🛩️ 🛫 🚀 🌐 In aeroelasticity, the understanding of flexible structure’s behaviour is crucial. Here, we will discuss a comprehensive aeroelastic analysis methods for a flexible flat plate. Let’s break it down: MATERIAL & DIMENSIONS: Plate is made up of Electrolytic tin-coated low carbon steel. It has an aspect ratio of 2.5 and a thickness of 0.203 mm. APPROACHES: Time domain and frequency domain approaches were explored. SOLVER: a.    For the frequency domain, MSC NASTRAN solver was employed, with pre-processing in MSC PATRAN and FLDS. b.    For the time domain, 2-way FSI (ANSYS) with dynamic mesh settings is used FREQUENCY DOMAIN CHALLENGES: While the frequency-based approach is widely used, it has tendency to be overconservative for flexible structures. Specifically, it exhibited significant differences in aeroelastic instability velocities due to its limitations in accounting for viscous drag, induced drag, spanwise flow and wake effects. TIME DOMAIN CHALLENGES: On the other hand, the time domain approach provides more accurate results but comes at a cost—computational expense. The flow physics is required to be modeled accurately which requires mesh refinement and satisfaction of CFL condition. Consequently, the time step size for the simulation is 1.7e-4 whereas the total time of simulation is 20 seconds. This simulation was completed in 17 days on workstation with two Intel (R) Xeon CPU having 72 cores running at 4.60 GHz using 128 GB of RAM on Windows 10. WHAT’S NEXT? In upcoming post, an efficient bilevel framework for aeroelastic analysis will be discussed. Stay tuned for insights that bridge the gap between accuracy and efficiency! 🔗 Study in Detail: Comparative Study of Aeroelastic Response of Flat Plate Using Frequency & Time Domain Methods https://lnkd.in/eyc5nkfu 

AI-powered tools are redefining design possibilities, making intricate, efficient solutions faster than ever. Yet, the engineer's role remains irreplaceable. Click the link below to understand how AI-powered simulation might reduce, redefine, and augment the human expert's role.

💥💥💥 In the wacky world of #SimScale, you can be a virtual Leonardo da Vinci, testing your wildest (or weirdest) engineering ideas 😎 👇 👇👇 Here's what this **cloud-based simulation playground (SIMSCALE)** can do in 2024: * **Predict the future (sort of):** Want to know if your bridge will crumble like a stale cookie, or if your spaceship will fly like a majestic pigeon? SimScale can **run #simulations ** to give you a sneak peek into the future (well, the engineering kind of future). * **Become a material master:** From **dragon skin** (don't ask) to good old steel, SimScale lets you play with a **vast library of materials**, so you can see how your creation would behave in the real world. Just avoid using "reality-bending cheese" – that one's still under development. * **Befriend robots (virtually):** SimScale can **automate repetitive tasks** like meshing (think of it as giving your virtual model a digital skeleton), saving you precious time and allowing you to focus on the truly important things, like naming your simulations "Operation: Flying Hamster." * **See the unseen (virtually):** With fancy **visualization tools**, you can **explore the inner workings** of your creation like a digital explorer. Imagine zooming through the #airflow around your car or watching the stress distribution inside your bridge – all without getting a single virtual paper cut. * **Join the simulation circus (for free!):** SimScale offers a **free tier** that lets you get your feet wet in the world of #simulation . It's like attending the free simulation show – you might not get all the bells and whistles, but you'll still have a blast! So, ditch the duct tape and cardboard prototypes, and step into the **simulated world of SimScale**. Just remember, with great simulation power comes great responsibility (and maybe the occasional urge to shout "Eureka!"). Ah, the age-old battle: SimScale vs. #ANSYS, the clash of the simulation titans! While both are powerhouses in the #engineering world, there are some things SimScale has that ANSYS might be missing, like: * **The Free Spirit:** Unlike ANSYS, which can cost a small fortune, SimScale offers a **free tier**. It's like the happy hour of simulation, where you get a taste of the good stuff without breaking the bank. * **The Cloud Closet:** SimScale is all about ** #cloudbased simulation**, meaning you don't need a fancy computer to run your simulations. It's like having a gym membership that lets you work out anywhere, anytime, as long as you have an internet connection (and maybe a comfortable chair, because simulations can take time). * **The User-Friendly Jester:** SimScale prides itself on being **user-friendly**, even for simulation newbies. It's like having a jester in the simulation court who explains complex concepts in a way that won't make your brain... #FEA #FEM #MES #CAE #engineer MORE AT LINK BELOW: 👇 👇👇 https://lnkd.in/dRqqd5UC

"Remember that all models are wrong. The practical question is, how wrong do they have to be not to be useful.” https://lnkd.in/e-AXPHKR ➡️ Read part 1 of this blog from Dr. Robin Bornoff and Prof David Lowther as they discuss a pragmatic perspective on engineering simulation—another thought-provoking article from our new series, The Art of the Possible. #Simcenter #EngineeringSimulation #DigitalTwin