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𝗚𝗿𝗮𝗻𝗱 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 𝟮𝟬𝟮𝟱: 𝗢𝗰𝗰𝘂𝗽𝗮𝗻𝘁 𝗦𝗮𝗳𝗲𝘁𝘆 – 𝗕𝗲𝗵𝗮𝘃𝗶𝗼𝗿 𝗼𝗳 𝗥𝗲𝘀𝘁𝗿𝗮𝗶𝗻𝘁 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 𝗳𝗼𝗿 𝗗𝗶𝘃𝗲𝗿𝘀𝗲 𝗛𝘂𝗺𝗮𝗻 𝗣𝗿𝗼𝗽𝗼𝗿𝘁𝗶𝗼𝗻𝘀 One size doesn’t fit all when it comes to safety. Modern restraint systems must adapt to a wide range of human proportions to ensure protection for every occupant. At the 𝗔𝘂𝘁𝗼𝗺𝗼𝘁𝗶𝘃𝗲 𝗖𝗔𝗘 𝗚𝗿𝗮𝗻𝗱 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲 𝟮𝟬𝟮𝟱, we want to hear from researchers and developers tackling this critical issue. How can restraint systems be optimized for diverse body types? Share your findings and help enhance safety for all. 📢 Submit your proposal and be part of the conversation shaping the future of occupant safety. https://lnkd.in/eSUdTNmS #OccupantSafety #AutomotiveEngineering #Innovation #AutomotiveCAEGrandChallenge2025

𝗚𝗿𝗮𝗻𝗱 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 𝟮𝟬𝟮𝟱: 𝗡𝗼𝗶𝘀𝗲, 𝗩𝗶𝗯𝗿𝗮𝘁𝗶𝗼𝗻, 𝗛𝗮𝗿𝘀𝗵𝗻𝗲𝘀𝘀 – 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝗼𝗻 𝗔𝗰𝗰𝘂𝗿𝗮𝗰𝘆 𝗼𝗳 𝗔𝗰𝗼𝘂𝘀𝘁𝗶𝗰 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 Noise, Vibration, and Harshness (NVH) isn’t just about comfort; it’s about safety and reliability. Accurately predicting acoustic behavior is critical for ensuring automotive performance meets the highest standards. At the 𝗔𝘂𝘁𝗼𝗺𝗼𝘁𝗶𝘃𝗲 𝗖𝗔𝗘 𝗚𝗿𝗮𝗻𝗱 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲 𝟮𝟬𝟮𝟱, we’re seeking presentations that tackle this challenge. How can we improve the prediction accuracy of NVH analysis? Share your ideas and shape the future of automotive acoustics! 📢 Submit your presentation proposal and contribute to the evolution of NVH research and applications. https://lnkd.in/eSUdTNmS #NVH #AutomotiveEngineering #AcousticAnalysis #GrandChallenge2025

𝗚𝗿𝗮𝗻𝗱 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 𝟮𝟬𝟮𝟱: 𝗙𝘂𝗹𝗹 𝗩𝗲𝗵𝗶𝗰𝗹𝗲 𝗦𝗶𝗺𝘂𝗹𝗮𝘁𝗶𝗼𝗻: 𝗥𝗼𝗮𝗱 𝗟𝗼𝗮𝗱 𝗗𝗲𝘁𝗲𝗿𝗺𝗶𝗻𝗮𝘁𝗶𝗼𝗻 𝘄𝗶𝘁𝗵 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗪𝗵𝗲𝗲𝗹 𝗮𝗻𝗱 𝗧𝗶𝗿𝗲 𝗠𝗼𝗱𝗲𝗹𝘀 Full vehicle simulation for road load determination involves predicting the forces and moments acting on a vehicle during operation, considering a range of driving scenarios. By using advanced wheel and tire models, the simulation achieves higher accuracy in reproducing real-world conditions. 📢 At the 𝗔𝘂𝘁𝗼𝗺𝗼𝘁𝗶𝘃𝗲 𝗖𝗔𝗘 𝗚𝗿𝗮𝗻𝗱 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲 𝟮𝟬𝟮𝟱, we’re inviting presentations that address this challenge. How can researchers and software developers enhance accuracy in vehicle simulations? Submit your proposal and share your expertise in advancing vehicle simulation technology. https://lnkd.in/eSUdTNmS #AutomotiveCAE #VehicleSimulation #Innovation #GrandChallenge2025

𝗚𝗿𝗮𝗻𝗱 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 𝟮𝟬𝟮𝟱: 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲, 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴, 𝗕𝗶𝗴 𝗗𝗮𝘁𝗮 – 𝗣𝗵𝘆𝘀𝗶𝗰𝘀-𝗜𝗻𝗳𝗼𝗿𝗺𝗲𝗱 𝗡𝗲𝘂𝗿𝗮𝗹 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀 As automotive simulation continues to evolve, Physics-Informed Neural Networks (PINNs) have gained significant attention in automotive CAE for their ability to combine data-driven learning with the laws of physics. At the 𝗔𝘂𝘁𝗼𝗺𝗼𝘁𝗶𝘃𝗲 𝗖𝗔𝗘 𝗚𝗿𝗮𝗻𝗱 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲 𝟮𝟬𝟮𝟱, we are seeking presentations that explain the industrial potential, basic research, software development, and application of PINNs. 🔍 Want to contribute? Submit your presentation proposal and share your insights! https://lnkd.in/eSUdTNmS #AutomotiveCAE #AI #MachineLearning #PINN #GrandChallenge2025