Patents by Inventor Mohammadamin Mahmoudabadbozchelou

Mohammadamin Mahmoudabadbozchelou has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • RHEOLOGY-INFORMED NEURAL NETWORKS FOR COMPLEX FLUIDS
    Publication number: 20220228960
    Abstract: A comprehensive machine-learning algorithm, namely a Multi-Fidelity Neural Network (MFNN) architecture, is disclosed for data-driven constitutive meta-modelling of complex fluids. The physics-based neural networks are informed by underlying rheological constitutive models through synthetic generation of low-fidelity model-based data points.
    Type: Application
    Filed: January 21, 2022
    Publication date: July 21, 2022
    Inventors: Mohammadamin Mahmoudabadbozchelou, Safa Jamali