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Machine learning, physical models or simulation hold no secrets for you? This challenge is tailor-made for you! Following the success of the 1st edition of the "Machine Learning for Physical Simulation" challenge, this new edition is being organized as part of the NeurIPS 2024 conference. It focuses on simulating the design of an Airfoil, using…