Patents by Inventor Jiali PANG

Jiali PANG 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).

  • APPARATUS AND METHOD WITH MOLECULAR DYNAMICS SIMULATION
    Publication number: 20240136024
    Abstract: A processor-implemented method with molecular dynamics simulation includes: setting a precision of first data used for a molecular dynamics simulation to be a first precision; setting a precision of second data used for the molecular dynamics simulation to be a second precision that is different from the first precision; and conducting the molecular dynamics simulation based on the first data of the first precision and the second data of the second precision.
    Type: Application
    Filed: October 3, 2023
    Publication date: April 25, 2024
    Applicant: SAMSUNG ELECTRONICS CO., LTD.
    Inventors: Lun YAO, Jiali PANG, Ihor VASYLTSOV, Gang SUN, Zhen ZHANG
  • NEURAL NETWORK MODEL QUANTIZATION METHOD AND APPARATUS
    Publication number: 20220207361
    Abstract: A neural network model quantization method and apparatus is provided. The neural network model quantization method includes receiving a neural network model, calculating a quantization parameter corresponding to an operator of the neural network model to be quantized based on bisection approximation, and quantizing the operator to be quantized based on the quantization parameter and obtaining a neural network model having the quantized operator.
    Type: Application
    Filed: December 16, 2021
    Publication date: June 30, 2022
    Applicant: SAMSUNG ELECTRONICS CO., LTD.
    Inventors: Jiali PANG, Gang SUN, Lin CHEN, Zhen Zhang