@article{geometricpropertiesandgraphbased,
  title = {Geometric Properties and Graph-Based Optimization of Neural Networks: Addressing Non-Linearity, Dimensionality, and Scalability},
  author = {Michael Wienczkowski and Addisu Desta and Paschal Ugochukwu},
  year = {2025},
  eprint = {2503.05761},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.05761v1},
}