Patents by Inventor Daniel CAMPILLO GARROTE

Daniel CAMPILLO GARROTE 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).

  • Publication number: 20210405613
    Abstract: It is disclosed a method and a predicting system for automatic prediction of porosity appearance generated during Laser Powder Bed Fusion (L-PBF), performed by an additive manufacturing system from at least one material. The method comprises steps for training a neural network comprising: generating labels of pore in every pixel using a porosity simulator; pre-training, comprising a first sub-step and a second sub-step, the second sub-step comprises using the data set created from the first sub-step to generate a pre-trained ML model; and training, comprising a first sub-step and a second sub-step, the second sub-step comprises using the data set created from the first sub-step to train the pre-trained ML model to generate a trained ML model.
    Type: Application
    Filed: June 29, 2021
    Publication date: December 30, 2021
    Applicant: Atos Spain Sociedad Anonima
    Inventors: Enrique GARCIA ALBERT, Daniel CAMPILLO GARROTE