Patents by Inventor Ren MA

Ren MA 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: 20260054084
    Abstract: Provided is a transcranial magnetic stimulation coil. The transcranial magnetic stimulation coil includes n stereoscopic units. A plane where each of the n stereoscopic units is located intersects a plane where a to-be-stimulated target region is located. Each of the n stereoscopic units includes a start point and an end point, and an end point of an ith stereoscopic unit among the n stereoscopic units is connected to a start point of an (i+1)th stereoscopic unit among the n stereoscopic units. The transcranial magnetic stimulation coil is arranged in a spiral shape, and for any one of the n stereoscopic units on a side of the transcranial magnetic stimulation coil facing an edge of the to-be-stimulated target region, a minimum distance between a projection shape within the to-be-stimulated target region and the edge of the to-be-stimulated target region is less than a first preset distance.
    Type: Application
    Filed: October 11, 2023
    Publication date: February 26, 2026
    Inventors: Tao YIN, Xin WANG, Zhipeng LIU, Ren MA, Jingna JIN, He WANG, Ying LI, Jiankang WU, Shunqi ZHANG, Xiaoqing ZHOU
  • Patent number: 12536374
    Abstract: A method for constructing a sentiment classification model based on metaphor identification is disclosed, including: constructing a metaphor training corpus, and training a first pre-trained language model using the metaphor training corpus to obtain a metaphor recognition model; constructing and inputting a sentiment classification corpus into a second pre-trained language model and the metaphor recognition model to extract an explicit characteristic value and a metaphor information characteristic value of a text in the sentiment classification corpus; combining the explicit characteristic value and the metaphor information characteristic value to obtain a comprehensive characteristic value which is input to a feedforward neural network and a binary classification softmax layer to obtain a sentiment classification result; and performing optimization training based on the sentiment classification result using BP algorithm to obtain an optimal sentiment classification model.
    Type: Grant
    Filed: August 31, 2022
    Date of Patent: January 27, 2026
    Assignee: UNIDT (SHANGHAI) CO., LTD
    Inventors: Ren Ma, Qing Xu, Weilin Shen
  • Publication number: 20230289528
    Abstract: A method for constructing a sentiment classification model based on metaphor identification is disclosed, including: constructing a metaphor training corpus, and training a first pre-trained language model using the metaphor training corpus to obtain a metaphor recognition model; constructing and inputting a sentiment classification corpus into a second pre-trained language model and the metaphor recognition model to extract an explicit characteristic value and a metaphor information characteristic value of a text in the sentiment classification corpus; combining the explicit characteristic value and the metaphor information characteristic value to obtain a comprehensive characteristic value which is input to a feedforward neural network and a binary classification softmax layer to obtain a sentiment classification result; and performing optimization training based on the sentiment classification result using BP algorithm to obtain an optimal sentiment classification model.
    Type: Application
    Filed: August 31, 2022
    Publication date: September 14, 2023
    Applicant: UNIDT (SHANGHAI) CO., LTD
    Inventors: Ren MA, Qing XU, Weilin SHEN
  • Patent number: 11697705
    Abstract: Disclosed herein are a cannabidiol (CBD)-containing bio-based polyurethane composite material and a preparation thereof. The composite material is prepared from a component A and a component B in a weight ratio of 100:(20-50), where the component A includes 40-60 parts by weight of a vegetable oil-based polyol, 35-50 parts by weight of polyether polyol I, 0-10 parts by weight of polyether polyol II, 0.5-5 parts by weight of CBD, 0-5 parts by weight of a natural pigment, 0.5-3 parts by weight of silicon oil, 0-5 parts by weight of a cross-linking agent, 0.2-1 part by weight of a catalyst and 0.8-4 parts by weight of water, and the component B includes 20-50 parts by weight of modified methylene diphenyl diisocyanate (MDI).
    Type: Grant
    Filed: February 11, 2021
    Date of Patent: July 11, 2023
    Assignee: ZHANGJIAGANG COOLIST LIFE TECHNOLOGY CO., LTD.
    Inventors: Kaixuan Lin, Ren Ma, Xiaofang Lin
  • Publication number: 20220041791
    Abstract: Disclosed herein are a cannabidiol (CBD)-containing bio-based polyurethane composite material and a preparation thereof. The composite material is prepared from a component A and a component B in a weight ratio of 100:(20-50), where the component A includes 40-60 parts by weight of a vegetable oil-based polyol, 35-50 parts by weight of polyether polyol I, 0-10 parts by weight of polyether polyol II, 0.5-5 parts by weight of CBD, 0-5 parts by weight of a natural pigment, 0.5-3 parts by weight of silicon oil, 0-5 parts by weight of a cross-linking agent, 0.2-1 part by weight of a catalyst and 0.8-4 parts by weight of water, and the component B includes 20-50 parts by weight of modified methylene diphenyl diisocyanate (MDI).
    Type: Application
    Filed: February 11, 2021
    Publication date: February 10, 2022
    Inventors: Kaixuan LIN, Ren MA, Xiaofang LIN
  • Patent number: 10676596
    Abstract: The invention discloses an antibacterial mildewproof polyurethane composite material containing natural plant and a preparing method thereof. The composite material comprises component A and component B with a ratio of component A and component B being 100:(20-50) by weight. The component A by weight comprises: 30-60 parts plant oil polyether polyols; 20-50 parts polyether polyols I; 5-20 parts polyether polyols II; 5-20 parts composite plant extract; 0-0.5 parts catalyst; 0.5-2 parts surfactant; 0-2 parts cross-linking agent; 1.5-3 parts foaming agents. The component B by weight comprising 20-50 parts modified MDI. The composite material made according to the preparation method of the invention shows a good stability and the polyurethane products made according to the preparation method is degradable. The antibacterial mildewproof natural plant adopted by the composite material in the invention enables the composite material to prevent the bacteria breeding effectively and provides environmental protection.
    Type: Grant
    Filed: July 17, 2018
    Date of Patent: June 9, 2020
    Assignee: STEVEN MARKETING INTERNATIONAL, INC.
    Inventors: Kai Hsuan Lin, Ren Ma
  • Publication number: 20190367702
    Abstract: The invention discloses an antibacterial mildewproof polyurethane composite material containing natural plant and a preparing method thereof. The composite material comprises component A and component B with a ratio of component A and component B being 100:(20-50) by weight. The component A by weight comprises: 30-60 parts plant oil polyether polyols; 20-50 parts polyether polyols I; 5-20 parts polyether polyols II; 5-20 parts composite plant extract; 0-0.5 parts catalyst; 0.5-2 parts surfactant; 0-2 parts cross-linking agent; 1.5-3 parts foaming agents. The component B by weight comprising 20-50 parts modified MDI. The composite material made according to the preparation method of the invention shows a good stability and the polyurethane products made according to the preparation method is degradable. The antibacterial mildewproof natural plant adopted by the composite material in the invention enables the composite material to prevent the bacteria breeding effectively and provides environmental protection.
    Type: Application
    Filed: July 17, 2018
    Publication date: December 5, 2019
    Inventors: Kai Hsuan LIN, Ren MA