Patents by Inventor Peng Gao

Peng Gao 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: 20220383183
    Abstract: A processor may identify a first plurality of transformation nodes from a machine learning pipeline. The processor may couple the first plurality of transformation nodes in series to obtain a sequence of transformation nodes. The processor may select a first transformation node and a second transformation node from the sequence of transformation nodes based on at least one of an input data size and output data size of each of the first plurality of transformation nodes, the second transformation node being subsequent and adjacent to the first transformation node in the sequence of transformation nodes. The processor may obtain an optimized machine learning pipeline by coupling a second plurality of transformation nodes from the machine learning pipeline between the first transformation node and the second transformation node in the sequence of transformation nodes.
    Type: Application
    Filed: May 27, 2021
    Publication date: December 1, 2022
    Inventors: Lei Gao, Jin Wang, Kai Li, Jing James Xu, A PENG ZHANG
  • Publication number: 20220382585
    Abstract: The present disclosure provides a system for processing data. A specific implementation is as follows: a control server acquires, based on a preset scheduling strategy, a second puller from the first puller, and a second task execution manager from the first task execution manager; and controls the second puller and the second task execution manager to perform an operation; a second puller acquires data of a to-be-processed message in a message queue; serializes the data of the to-be-processed message to obtain to-be-stored data; stores the to-be-stored data into a database to obtain stored first data; and adds a data state of the first data to the database; and a second task execution manager acquires second data from the database, and executes a task corresponding to the second data; and updates the data state based on a task execution result of the second data.
    Type: Application
    Filed: August 10, 2022
    Publication date: December 1, 2022
    Inventors: Peng Gao, Shaoqing Guo, Zhensheng Yang, Wei Guo, Pengju Xing, Chaoqian Liuzeng
  • Publication number: 20220381861
    Abstract: Systems and methods for generative adversarial networks (GANs) to remove artifacts from undersampled magnetic resonance (MR) images are described. The process of training the GAN can include providing undersampled 3D MR images to the generator model, providing the generated example and a real example to the discriminator model, applying adversarial loss, L2 loss, and structural similarity index measure loss to the generator model based on a classification output by the discriminator model, and repeating until the generator model has been trained to remove the artifacts from the undersampled 3D MR images. At runtime, the trained generator model of the GAN can be generate artifact-free images or parameter maps from undersampled MRI data of a patient.
    Type: Application
    Filed: May 19, 2021
    Publication date: December 1, 2022
    Inventors: Peng Hu, Xiaodong Zhong, Chang Gao, Valid Ghodrati
  • Publication number: 20220381744
    Abstract: Disclosed is a method for determining a whole macro-micro process of rock deformation and failure based on a four-parameter test, including following steps: firstly, obtaining acoustic emission data and deformation data of a sample in a compression test, and then calculating the deformation data according to a finite deformation theory to obtain a mean rotation angle ? at each stress level; using Grassberger-Procaccia (G-P) algorithm to calculate the acoustic emission data, and obtaining a fractal dimension of a temporal distribution DT of an acoustic emission signal and calculating a fractal dimension of a spatial distribution DS; obtaining a microscopic morphology of a fracture surface by scanning electron microscope (SEM) test after the compression test, and calculating a fractal dimension DA of the fracture surface; finally, obtaining a mathematical trend relationship between ? and DT, DS and DA according to a comprehensive analysis of DT, DS, DA and ?.
    Type: Application
    Filed: May 16, 2022
    Publication date: December 1, 2022
    Applicant: CHINA UNIVERSITY OF MINING AND TECHNOLOGY
    Inventors: Yanan GAO, Donghao LAN, Yudong ZHANG, Yunlong WANG, Peng GUO, Feng GAO
  • Publication number: 20220378751
    Abstract: The present invention can inhibit dihydrofolate reductase in a microorganism. In some aspects, it may also suppress pigment formation in gram negative bacteria. The suppression of pigment formation can also mediate virulence suppression on other Gram negative bacteria. As such, the compounds may be used for microbial infections. The compounds can potentiate the effects of one or more antimicrobial agents when co-administered. Compositions including the compounds are provided. The composition can further include at least one antibiotic.
    Type: Application
    Filed: July 22, 2022
    Publication date: December 1, 2022
    Inventors: Yi Tsun Richard KAO, Hin Cheung Bill YAM, Peng GAO, Ho Ting IU
  • Publication number: 20220380492
    Abstract: A flame-retardant antimicrobial agent is a polymer microsphere with the surface grafted thereof with a guanidine salt. The polymer microsphere has a cross-linked structure composed of a structural unit A derived from maleic anhydride, a structural unit B derived from a monomer M, and a structural unit C derived from a cross-linking agent. The monomer M is selected from a C4-C9 aliphatic olefin or a mixture thereof, and the guanidine salt comprises at least one guanidine salt having the property of flame resistance. The flame-retardant antimicrobial agent has both a good antimicrobial effect and a good flame-retardant effect. A flame-retardant antimicrobial thermoplastic resin composition containing the flame-retardant antimicrobial agent also has a good flame-retardant and antimicrobial performance and a good overall performance.
    Type: Application
    Filed: October 29, 2020
    Publication date: December 1, 2022
    Inventors: Yutao WANG, Liqiu CHU, Jie LI, Shijun ZHANG, Dali GAO, Hua YIN, Peng GUO, Jingbo SHAO, Changjin LI, Chenxi HU, Yiqing BAI
  • Publication number: 20220371960
    Abstract: An anti-corrosive concrete grouting material for coastal structure connection and a method for preparing the same, belonging to the technical field of anti-corrosion of coastal assembled structure connectors. The grouting material includes the following components: expansible compound cement, slag sand, fly ash (FA), polyvinyl alcohol (PVA) (containing an oxidant and a catalyst), graphene oxide (GO), a water reducer, an adjusting admixture, a defoaming agent, a mineral admixture and water.
    Type: Application
    Filed: July 30, 2020
    Publication date: November 24, 2022
    Applicant: QINGDAO UNIVERSITY OF TECHNOLOGY
    Inventors: Jianlin LUO, Jigang ZHANG, Qiuyi LI, Song GAO, Peng ZHANG, Fei TENG
  • Publication number: 20220376260
    Abstract: The process of making a lithium ion battery cathode comprises the step of forming a slurry of an active material, a nano-size conductive agent, a binder polymer, a solvent and a dispersant. The solvent consists essentially of one or more of a compound of Formula 1 and optionally, one or more of N, N-dimethylacetoacetamide, N, N-diethylacetoacetamide, ?-valerolactone, and triethyl phosphate, and the dispersant comprises polyvinyl pyrrolidone.
    Type: Application
    Filed: April 26, 2019
    Publication date: November 24, 2022
    Applicant: Dow Global Technologies LLC
    Inventors: Peng Gao, Tao Wang, Qi Jiang, Xin Jiang
  • Publication number: 20220374325
    Abstract: An approach is provided in which the approach builds a combination model that includes a normal status model and an abnormal status model. The normal status model is built from a set of time-sequenced normal status records and the abnormal status model is built from a set of time-sequenced abnormal status records. The approach computes a set of time-sequenced coefficient combination values of the normal status model and the abnormal status model based on applying a set of fitting coefficient characteristics to the normal status model and the abnormal status model. The approach performs goal seek analysis on a system using the combination model and the set of time-sequenced coefficient combination values.
    Type: Application
    Filed: May 18, 2021
    Publication date: November 24, 2022
    Inventors: Xiao Ming Ma, Si Er Han, Lei Gao, A PENG ZHANG, Chun Lei Xu, Rui Wang, Jing James Xu
  • Publication number: 20220374688
    Abstract: A training method and a training device for a neural network based on memristors are provided. The neural network includes a plurality of neuron layers connected one by one and weight parameters between the plurality of neuron layers, and the training method includes: training the weight parameters of the neural network, and programming a memristor array based on the weight parameters after being trained to write the weight parameters after being trained into the memristor array; and updating a critical layer or several critical layers of the weight parameters of the neural network by adjusting conductance values of at least part of memristors of the memristor array.
    Type: Application
    Filed: March 6, 2020
    Publication date: November 24, 2022
    Applicant: TSINGHUA UNIVERSITY
    Inventors: Huaqiang WU, Peng YAO, Bin GAO, Qingtian ZHANG, He QIAN
  • Publication number: 20220366030
    Abstract: A password management method and a related apparatus is provided. A TPM owner password is stored in a chip in a ciphertext form, so that security of the TPM owner password in a storage process can be improved. The method includes a chip encrypts a first TPM owner password by using a first key and a preset encryption algorithm, to obtain a first ciphertext corresponding to the first TPM owner password. After obtaining the first ciphertext, the chip stores the first ciphertext in a secure storage area in the chip.
    Type: Application
    Filed: June 24, 2022
    Publication date: November 17, 2022
    Applicants: Huawei Technologies Co., Ltd., Huawei Technologies Co., Ltd.
    Inventor: Peng Gao
  • Publication number: 20220368128
    Abstract: A non-intrusive load identification method based on the Power Fingerprint characteristics of the load is provided. The method includes: S1, collecting Power Fingerprint characteristic data of several loads of the same type; S2, after preprocessing Power Fingerprint characteristic data of load, establishing convolution neural network based on attention mechanism to learn load characteristics; S3, using sliding time window algorithm to realize load switching event detection, In order to extract the change of electrical data of user bus before and after the switching event, the non-intrusive load identification problem is converted into the single load identification problem; S4, the load identification is realized, and the extracted electrical information features of single load are identified using the trained model.
    Type: Application
    Filed: July 26, 2022
    Publication date: November 17, 2022
    Inventors: Zhukui TAN, Bin LIU, Qiuyan ZHANG, Xia YAN, Chenghui LIN, Canhua WANG, Changbao XU, Hai ZHOU, Peng ZENG, Zhaoting REN, Saiqiu TANG, Cheng YANG, Xiujing WANG, Yutao XU, Jiaxiang OU, Houpeng HU, Jipu GAO, Yu WANG, Mian WANG
  • Publication number: 20220360509
    Abstract: A system is disclosed for network management automation using network intent or adaptive monitoring automation. Network intent (NI) represents a network design and baseline configuration for that network or network devices with an ability to diagnose deviation from the baseline configuration. The NI can be automated to update and replicate the diagnosis. The monitoring of the network can be adapted to capture network problems in advance with adaptive monitoring automation.
    Type: Application
    Filed: April 26, 2022
    Publication date: November 10, 2022
    Applicant: NetBrain Technologies, Inc.
    Inventors: Lingping Gao, Peng Zhao, Yawei Wang, Hongwei Liu, Yongjing Chen, Lianchao Jin, Weibo Li, Pu Cheng, Guangdong Liao
  • Publication number: 20220357478
    Abstract: The disclosure relates to the field of ocean engineering technical equipment, and specifically relates to a seabed geotechnical in-situ multi-parameter detection system and method.
    Type: Application
    Filed: September 15, 2021
    Publication date: November 10, 2022
    Inventors: Jiawang CHEN, Ziqiang REN, Lizhong WANG, Dongrui RUAN, Yi HONG, Kai HE, Feng GAO, Peng ZHOU, Tao LIANG
  • Publication number: 20220355791
    Abstract: Provided are an automatic parking method, device and system, relating to the technical field of vehicles. The method comprises: receiving operating information input by a user on the condition of receiving an automatic parking start instruction (101); generating a parking control instruction according to the operating information (102); and sending the parking control instruction to a vehicle for the vehicle to complete an automatic parking operation according to the parking control instruction (103). According to the disclosure, in the process of controlling the vehicle to automatically park, a mobile terminal converts the operating information with large data capacity input by the user in the mobile terminal into the parking control instruction with small data capacity, and only sends the parking control instruction to an automatic parking system controller for the vehicle to complete automatic parking.
    Type: Application
    Filed: November 27, 2020
    Publication date: November 10, 2022
    Inventors: Peng HAO, Tong GAO, Hong WEI, Bingxu MA, Yongcai ZHANG, Weixing DONG
  • Publication number: 20220348804
    Abstract: A composite polyester hot-melt adhesive, a preparation method thereof and a preparation method of an anti-scouring geotextile are provided. The preparation method of the composite polyester hot-melt adhesive includes the following steps: performing an esterification reaction on a dibasic acid and a dihydric alcohol under a protection of nitrogen and an action of a titanium/cobalt composite catalyst, adding a stabilizer for a polycondensation reaction to obtain a polyester hot-melt adhesive, then adding polymethyl methacrylate (PMMA) microspheres for mixing and stirring to obtain the composite polyester hot-melt adhesive. The anti-scouring geotextile is obtained by bonding a polyethylene terephthalate woven fabric with a polypropylene geotextile by the composite polyester hot-melt adhesive.
    Type: Application
    Filed: July 4, 2020
    Publication date: November 3, 2022
    Applicant: China Institute of Water Resources and Hydropower Research
    Inventors: Shu YU, Zuyu CHEN, Laizhang ZHANG, Wenxin YANG, Yanfeng WEN, Zhanbin LI, Wei CAO, Maosheng ZHANG, Fan YUE, Yanlong LI, Peng LI, Zheng SI, Wugang GAO, Pengyi LIU, Weiqin DANG, Zongjun HAN, Jiawei ZHOU, Qiang XUE, Qiang ZHANG, Aiping WANG, Yumei GUO, Xiaowei LIANG, Xueying LIU
  • Patent number: 11485840
    Abstract: The present invention provides polymer blends that can be used in a multilayer structure and to multilayer structures comprising one or more layers formed from such blends. In one aspect, a polymer blend comprises (a) a copolymer comprising ethylene and at least one of acrylic acid and methacrylic acid having an acid content of 2 to 21 weight percent based on the weight of the copolymer, wherein the amount of copolymer (a) comprises 20-80 weight percent of the blend based on the total weight of the blend, and (b) a copolymer comprising ethylene and at least one of methyl acrylate and ethyl acrylate having an acrylate content of 5 to 30 weight percent based on the weight of the copolymer, wherein the amount of copolymer (b) comprises 10 to 50 weight percent of the blend based on the total weight of the blend, wherein the amount of copolymer (a) and copolymer (b) is at least 70 weight percent of the blend based on the total weight of the blend.
    Type: Grant
    Filed: January 11, 2017
    Date of Patent: November 1, 2022
    Assignee: Dow Global Technologies LLC
    Inventors: Andong Liu, Guihong Liao, Jianping Pan, Peng Gao, Hongyu Chen, Yi Zhang
  • Publication number: 20220342499
    Abstract: The present disclosure discloses an array substrate and a display device. The array substrate includes a touch substrate, the touch substrate includes a plurality of touch electrodes and a plurality of touch electrode wires disposed in an array, each touch electrode includes a plurality of touch sensors disposed in an array, common electrodes of all pixel cells of the array substrate are reused as the touch sensors, and the array substrate includes data wires for providing display data to the pixel cells; the array substrate includes a base substrate and a thin film transistor which are stacked, the touch electrode wires and the data wires are provided on the same layer where a source and a drain of the thin film transistor are located, and the touch electrode wires are abreast provided on the two sides of each data wire.
    Type: Application
    Filed: January 5, 2021
    Publication date: October 27, 2022
    Inventors: Fang HU, Ning ZHU, Yujie GAO, Peng JIANG
  • Publication number: 20220340549
    Abstract: A crystalline form of CXCR2 antagonist, such as Compound 1, is used in preparing a drug for treating CXCR2-related diseases.
    Type: Application
    Filed: July 10, 2020
    Publication date: October 27, 2022
    Inventors: Feng GAO, Yuan CHEN, Peng ZHANG, Yunfu LUO
  • Publication number: 20220340126
    Abstract: Provided are an intelligent parking method and apparatus, relating to the technical field of vehicles. The method comprises: determining a target parking route from at least one pre-stored parking route; determining a target position point in the target parking route closest to a vehicle; sending a prompt message for driving the vehicle to the target position point to a driver of the vehicle when a current position point of the vehicle and the target position point satisfy a proximity matching condition; and when the vehicle drives to the target position point, controlling the vehicle to park according to the target parking route from the target position point. Thus, the driver merely needs to drive the vehicle to a vicinity of the target parking route, and the vehicle may perform intelligent parking and may complete intelligent parking at a longer distance.
    Type: Application
    Filed: November 27, 2020
    Publication date: October 27, 2022
    Inventors: Tong GAO, Teng GUO, Xingyu QI, Peng HAO