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School of Mathematics, University of Edinburgh, Edinburgh, EH9 3FD, UK, School of Physics and Astronomy, University of Edinburgh, Edinburgh, EH9 3FD, UK
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Machine learning models classifying geometric knots are cheating by exploiting hidden, non-topological features in simulation data, highlighting a need for more rigorous training datasets.
