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Technical University of Munich, Aalto University, Munich Center for Machine Learning (MCML)
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Equivariant message-passing neural networks like MACE can predict infrared spectra with higher accuracy and transferability than invariant models, offering a path to more reliable and generalizable atomistic simulations.