Yesterday concluded the 2024 #NAFEMS conference in Louisville. It was my first time attending the conference and I really enjoyed meeting folks from both academia and industry. I had the pleasure of chatting a bit with Prof Tony Petrella from Colorado School of #Mines who is offering a NAFEMS recognized simulation certificate that i know our team is interested in taking. Or chatting with Prof Jami Shah from Ohio State after the future of #AI in simulation panel discussion and the prospefts of his up coming books on simulation that I am looking forward to reading. It was no surprise that discussion around #AI was the buzz word in most conversations. These conversations was certainly interesting to participate in after having finished my masters to see how thought out the application of #AI was in the field. Without going into too much detail, one thing was clear to me; most are trying to drive a Ferrari that is DL models when people could have gone to work in a much cheaper car thats less flashy. There was a lot to learn from my #OMSCS masters but one key aspect was to select the right tool for the job. Understanding the strength and weaknesses of each AI model. As the No Free Lunch Theorem states, there is no such thing as a perfect model that solves it all.
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🎓 Congratulations to Luca Patané on earning his master's degree in Vehicle Engineering with a thesis titled "Data-driven modeling of non-measurable forces in steering systems: a neural network approach". He conducted it at Meccanica42 using our #SteeringBench, #EPSiL, for developing models for the components integrated into the #simulator: through supervised machine learning techniques it is possible to estimate the friction forces in #SteeringSystems. Neural network models were used in order to create a data-driven model that always serves to estimate friction phenomena 📊 🎯 What is the advantage? Collecting lot of data in a short time and in a repeatable environment using tools that would be complicated to use in a real car. Welcome to the #Meccanica42 team Luca, we are happy to have you on board, and congratulations again for the fantastic work you’ve done! #AutomotiveInnovation #AutomotiveSolutions #Innovation #AutomotiveEngineering #VehicleDevelopment #AutomotiveTechnology
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It would be so cool if there were somewhere you could learn about NPC cars & physics, crowd creation, AND fish flocking. Well, hold onto your hats, THERE IS! Simply enroll in the recently updated BEGINNERS GUIDE TO AI course for under $11(USD) at https://buff.ly/4b7C2ev You can thank me later ;-) #gamedev #holistic3d #udemy #ai
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Sharing a post from our customer SimScale, as I think it's an excellent illustration of our product in action: - An automated, non-expert-required AI model training workflow in the backend. - Interactive, real-time work for product design. - A side-by-side implementation of #AI and #CFD, allowing users to access both from the same point in the #engineering workflow.
With SimScale AI, the future is here. Thanks to our collaboration with with NAVASTO you can train your own AI models with CFD data and obtain CFD results in seconds. There was no cutting or speeding up of this video, it is all recorded live in my web browser today. #machinelearning #ai #simulation #cae #fea #engineering #cfd #artificialintelligence
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🤖 To #AI or not to #AI - That is the question.... 🤖 Come by booth A41 in Hall 12.0 at Formnext - Where ideas take shape to find out whether physics-based and risk-aware #stochastic #optimization or #generative "AI" are better suited to ensure your #engineering #designs are both high-perfoming as well as reliable in daily operations. Book your dedicated meeting with our CEO André A.R. Wilmes here: https://lnkd.in/epMDuwCy #stochastics #uq #topologyoptimization #generativeai #generativedesign #robustness #engineering #automotive #aerospace #tooling
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⏱⏱⏱ Powerful example how #AI can be used in vehicle concept development Many thanks to Hyundai for our fruitful collaboration and joint publication at the 10th Symposium on Development Methodology in Wiesbaden. Let me know if you want to learn more how machine learning can accelerate vehicle engineering #AI #digitaltwins #ML #simulation #vehicleengineering
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High-impact research from the SAE International Journal of Passenger Vehicle Systems: "Deep Learning for Real-Time Aerodynamic Evaluations of Arbitrary Vehicle Shapes," by Sam Jacob Jacob, Markus Mrosek, Carsten Othmer, Harald Köstler. Current aerodynamic optimization models for cars are limited to working only with the parametrized geometric features they were trained on, restricting flexibility in the design process. The authors found that their neural network—trained on two similar DrivAer geometry data sets—can predict the drag coefficient for an arbitrary input geometry without explicit parameterization. Their models outperform the existing ones by at least 11% in prediction accuracy for the drag coefficient. This study paves the way for smarter, data-driven surrogate models which will allow extremely novel vehicle styles. Get the article with a SAE Mobilus® subscription here: https://sae.to/3LhPmSb #automotiveengineering #vehicledesign #aerodynamics
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#GTC24: Developing deep learning-based surrogate models for #CFD simulations is an exciting area of research. Learn from Brad Safnuk of Ford Motor Company about an innovative in-house tensor parallelism framework and hybrid data- and physics-driven modeling approach. https://nvda.ws/49UlO8c #AI #automotive #autonomousvehicles
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The ☀ is shining in Trondheim today and Thomas Johansen is gearing up to defend his PhD thesis about «Risk-Based Control of Autonomous Surface Ship» at 13:15 in T1! 🚢🎓 The overall objective of this thesis has been to develop methods and tools for assessing and controlling risk when operating autonomous ships 🛠️🌐 🌊 But first, the trial lecture 10:15 which will be about “Use of machine learning models and artificial intelligence in risk analyses of socio-technical systems.” 🤖📊 Ingrid B. Utne has been Thomas' main supevisor, Asgeir J. Sørensen and Tor Arne Johansen co-supervisors. 🙋♀️🙋♂️🙋♂️ Assoc. Professor Jakub Montewka from Gdansk University of Technology will be the 1st opponent today, and Dr. Pedro Pérez Ramírez from Webstep 2nd opponent. Take it away! 😎 #AutonomousShips #RiskManagement #AI #MachineLearning #MaritimeInnovation #ThesisDefense #AcademicExcellence #FutureOfShipping
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Day-10 #Challenge Degree2Destiny Axis Colleges - - New thought, same appeal. - - The Evolution of Humanity: From Primates to Cyborgs?🧬🤖 The journey of human evolution is fascinating. Starting from our primate ancestors🐒 to the complex beings we are today, we’ve come a long way. Each step in our evolution has shaped our identity and capabilities. A New Chapter Unfolds📖 Today, advancements in AI, robotics, and biotechnology are pushing the boundaries of what's possible. We're witnessing the rise of intelligent machines capable of performing tasks once exclusive to humans. The Future of Robots and Humans🦾🙅🏻 Imagine a future where robots are not just tools but integral parts of our society. AI-driven machines might handle everything from mundane tasks to complex decision-making processes. The implications are profound, raising questions about the role of humans in such a world. Lessons from Doraemon: Nobita and the Steel Troops🐱🚀 Remember "Doraemon: Nobita and the Steel Troops"? It painted a vivid picture of a world where robots and humans coexist but also highlight potential dangers. Nobita and Doraemon’s struggle against robot invaders is a cautionary tale about the unchecked rise of AI and robotics. Integration or Domination?🧠🔀 Will we integrate with machines, enhancing our abilities through cybernetic implants and AI augmentation? Or will we be sidelined as robots take the reins of progress? Nobita and the Steel Troops remind us that with great power comes great responsibility(Uhh.. Sorry Uncle Ben😅). We must ensure these technologies benefit humanity, not harm it. Our Responsibility🧑🏻💻🌏 As a Computer Science student, the possibilities are exciting and daunting. Our responsibility is to ensure this technological evolution benefits humanity and preserves what it means to be human. What are your thoughts on this potential future? Are we heading towards harmonious coexistence with robots, or is there a risk of losing our human touch? #Evolution #AI #Robotics #FutureOfWork #Humanity #Technology #ComputerScience #Doraemon #NobitaAndTheSteelTroops ----------- Hail Bot-Buddies 🙌🏻 S.S.N.S.S.
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Researcher@IISc | INSPIRE (KVPY) Scholar | Gearhead | Athlete | Philomath |Learn Daily, Grow Infinitely|
DeepMind just Dropped a Million-Dollar Material on Us (Literally) Remember those back-to-the-future predictions about self-healing cars and bionic limbs? Material science held the key, but the process was slow. Enter AI, the ultimate lab partner! Just this year, DeepMind's AI tool, GNoME, predicted a whopping 2.2 MILLION new crystal structures – potential building blocks for revolutionary materials! This isn't just about quantity. We're talking stronger, lighter alloys for next-gen aerospace or self-healing polymers for infrastructure that repairs itself! Here's the real kicker: AI can analyze vast datasets to unearth hidden connections. Imagine a material that's both incredibly strong AND lightweight – a dream for engineers. AI can find it by looking at material properties on a whole new level. This is just the tip of the iceberg. The future holds: Robot Researchers: Imagine AI-powered labs where robots autonomously test and refine materials 24/7 – boosting efficiency and discovery rates! Unleashing Innovation: New material classes could be unlocked, leading to breakthroughs in clean energy, sustainable construction, and even medicine! The world of materials science is about to get a major AI upgrade. Stay tuned for more dives into how AI is shaping the future, from self-driving cars to the materials they're made of! Follow me for more mind-blowing tech discussions! #AI #MaterialScience #FutureofTech
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