Patents by Inventor Daniela de Mattos Szwarcman

Daniela de Mattos Szwarcman 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).

  • ESTIMATE ORE CONTENT BASED ON SPATIAL GEOLOGICAL DATA THROUGH 3D CONVOLUTIONAL NEURAL NETWORKS
    Publication number: 20200074270
    Abstract: An ore content prediction system is provided. The system receives structured geological data that is derived based on spatial geological information that is associated with an input region. The received structured geological data includes a plurality of multidimensional tensors that are derived from spatial geological information of a plurality of sub-regions of the input region. The spatial geological information includes one or more types of data. The system trains a prediction model to produce a prediction output based on an average grade of an ore of a target mineral type at a target region by using the received structured geological data.
    Type: Application
    Filed: September 5, 2018
    Publication date: March 5, 2020
    Inventors: Bianca Zadrozny, Helon Vicente Hultmann Ayala, Breno William Santos Rezende de Carvalho, Daniel Salles Chevitarese, Daniela de Mattos Szwarcman, Lucas Correia Villa Real, Marcio Ferreira Moreno, Paulo Rodrigo Cavalin