Tag: mep

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle arXiv:2412.02090v1 Announce Type: new Abstract: Maximum entropy principle (MEP) offers an effective and unbiased approach to inferring unknown probability distributions when faced with incomplete information, while neural networks provide the flexibility to learn complex distributions from data. This paper proposes a novel…