CURING ACCELERATOR AND RADICAL POLYMERIZABLE RESIN COMPOSITION

    公开(公告)号:US20200181365A1

    公开(公告)日:2020-06-11

    申请号:US16341151

    申请日:2017-09-04

    Abstract: A curing accelerator can exhibit good curing acceleration performance and is excellent in storage stability, while maintaining sufficient pot life in a curing reaction of radical-polymerizable resins, and a radical-polymerizable resin composition uses the curing accelerator. The curing accelerator for radical-polymerizable resins includes a metal-containing compound (A), a thiol compound (B) and an aprotic solvent (C) having a dielectric constant of 10 or less, wherein the metal-containing compound (A) is one or more compounds selected from a metal soap (A1) and a β-diketone skeleton-having metal complex (A2), the thiol compound (B) is one or more compounds selected from a mono-functional primary thiol compound (B1), a secondary thiol compound (B2) and a tertiary thiol compound (B3), and the content of the aprotic solvent (C) is 10 to 1,000 parts by mass relative to 100 parts by mass of the total of the metal-containing compound (A) and the thiol compound (B).

    OXYGEN REDUCTION CATALYST, MEMBRANE ELECTRODE ASSEMBLY, AND FUEL CELL

    公开(公告)号:US20200147590A1

    公开(公告)日:2020-05-14

    申请号:US16473422

    申请日:2017-12-27

    Abstract: An oxygen reduction catalyst containing as constituent elements cobalt, sulfur, and a transition metal element M being at least one element selected from chromium and molybdenum, the oxygen reduction catalyst being ascertained to have a crystal structure of a cobalt disulfide cubic crystal in powder X-ray diffraction measurement, and having a molar ratio of the transition metal element M to cobalt (M/cobalt) of 5/95 to 15/85. Also disclosed is an electrode having a catalyst layer containing the oxygen reduction catalyst, a membrane electrode assembly including a polymer electrolyte membrane wherein the electrode serves as a cathode and/or an anode, and a fuel cell including the membrane electrode assembly.

    MATERIAL CHARACTERISTICS PREDICTION METHOD AND MODEL GENERATION METHOD

    公开(公告)号:US20240136026A1

    公开(公告)日:2024-04-25

    申请号:US18548405

    申请日:2022-03-14

    CPC classification number: G16C20/30 G16C20/70

    Abstract: Model setting step sets a trained model acquired by machine learning of a correspondence relationship between an explanatory variable including information related to a material composition or a manufacturing condition of a target material, and an objective variable including information related to the material characteristics of the target material, and prediction step inputs an explanatory variable related to a target material whose material characteristics is to be predicted to the trained model set in the model setting step, and outputs an objective variable related to information of the explanatory variable, so as to predict the material characteristics of the target material to be predicted based on the objective variable. The explanatory variable includes a material characteristics evaluation temperature that is a temperature at a time of measurement of the material characteristics included in the objective variable, and an evaluation temperature holding time that is a time during which the material characteristics evaluation temperature is held until the measurement of the material characteristics.

    DOCUMENT SEARCH DEVICE, DOCUMENT SEARCH SYSTEM, DOCUMENT SEARCH PROGRAM, AND DOCUMENT SEARCH METHOD

    公开(公告)号:US20230229683A1

    公开(公告)日:2023-07-20

    申请号:US18002105

    申请日:2021-07-19

    CPC classification number: G06F16/3346 G06F16/3334

    Abstract: To improve precision while maintaining a balance between accuracy and comprehensiveness of a document search. According to one embodiment of the present invention, a document search device includes an input reception unit configured to receive an input of a keyword of a document search, a document search unit configured to acquire, from a document, a hit character string matching a character string in which a portion of characters of the keyword is replaced with a wildcard, and character strings before and after the hit character string, and compute a likelihood of the hit character string, based on the hit character string, and the character strings before and after the hit character string, and a search result display unit configured to output a result of the document search based on the likelihood.

    DOCUMENT RETRIEVAL APPARATUS, DOCUMENT RETRIEVAL SYSTEM, DOCUMENT RETRIEVAL PROGRAM, AND DOCUMENT RETRIEVAL METHOD

    公开(公告)号:US20220019581A1

    公开(公告)日:2022-01-20

    申请号:US17310439

    申请日:2020-02-10

    Abstract: A document retrieval apparatus includes an input reception unit configured to receive an input of a keyword, a document acquisition unit configured to acquire an author's name and a document file from a digital document database which stores document files of text data obtained by performing a character recognition process with respect to document image data of handwritten documents, and names of authors who wrote the handwritten documents, a keyword acquisition unit configured to reference an associating keyword database which stores information associating the authors' names, keywords, and associating keywords, and acquire an associating keyword of the input keyword, from the input keyword received by the input reception unit and the author's name acquired by the document acquisition unit, a document search unit configured to search the document file acquired by the document acquisition unit, using the input keyword and the acquired associating keyword, and a search result output unit configured to output a search result of the document search unit.

    MATERIAL SEARCH APPARATUS, METHOD, AND PROGRAM

    公开(公告)号:US20210357546A1

    公开(公告)日:2021-11-18

    申请号:US17286930

    申请日:2019-10-29

    Abstract: Efficiency of a material search is improved. An apparatus according to one embodiment of the present invention includes a composition obtaining unit configured to obtain a candidate composition, a thermodynamic calculation unit configured to perform thermodynamic calculation on the candidate composition, a manufacturing determining unit configured to determine whether the candidate composition is a manufacturable material based on a correspondence relation between a result of the thermodynamic calculation performed on a predetermined composition and manufacturability indicating whether a material having the predetermined composition is manufacturable, and an output unit configured to output a composition that is determined to be the manufacturable material.

    PREDICTION DEVICE, TRAINING DEVICE, PREDICTION METHOD, TRAINING METHOD, PREDICTION PROGRAM, AND TRAINING PROGRAM

    公开(公告)号:US20240232659A1

    公开(公告)日:2024-07-11

    申请号:US18558467

    申请日:2022-04-14

    CPC classification number: G06N5/022

    Abstract: Prediction accuracy is increased in a prediction device using a trained model. A prediction device includes: a first trained model and a second trained model configured to respectively output first output data and second output data in response to input of input data of a prediction target; and an output portion configured to obtain the first output data and the second output data and calculate a weighted average value or take a weighted majority, thereby outputting prediction data. The first trained model is configured such that prediction accuracy for the input data of an interpolation region becomes higher than in the second trained model. The second trained model is configured such that prediction accuracy for the input data of an extrapolation region becomes higher than in the first trained model.

    MATERIAL DESIGN APPARATUS, MATERIAL DESIGN METHOD, AND MATERIAL DESIGN PROGRAM

    公开(公告)号:US20220292229A1

    公开(公告)日:2022-09-15

    申请号:US17753402

    申请日:2020-09-01

    Abstract: A material design apparatus is provided that can derive an optimal solution of a design condition of a polymer that satisfies desired and required physical properties. A material design apparatus 1 includes a blend proportion range input unit 11 configured to set a specified range of a design condition of a polymer, a comprehensive analysis point generation unit 12 configured to generate multiple comprehensive analysis points within the specified range input in the blend proportion range input unit 11, a comprehensive analysis point-polymer physical property value storage unit 14 configured to input the comprehensive analysis point generated in the comprehensive analysis point generation unit 12 into a learned model 13 to calculate a physical property value of a polymer and to store a data set in which the physical property value of the polymer and each point of the comprehensive analysis point are linked, a required physical property input unit 21 configured to set a specified range of a required physical property of a polymer material to be designed, and a filter unit 22 configured to select a comprehensive analysis point that satisfies the required physical property input in the required physical property input unit 21 from the data set stored in the comprehensive analysis point-polymer physical property value storage unit 14.

    TECHNICAL KNOWLEDGE PREDICTION APPARATUS, METHOD, AND PROGRAM

    公开(公告)号:US20220019906A1

    公开(公告)日:2022-01-20

    申请号:US17292493

    申请日:2019-11-22

    Abstract: Technical knowledge which is difficult for the expert to express in words or numerical form is predicted and reproduced. A technical knowledge prediction apparatus according to one embodiment of the present invention includes a problem setting unit configured to automatically create and set a problem which includes a control factor of a manufacturing step, and a variable of the control factor, an answer acquiring unit configured to acquire an answer with respect to the problem and indicating a decision of the manufacturing step, a query acquiring unit configured to acquire a query, and a prediction output unit configured to predict and output an answer corresponding to the query acquired by the query acquiring unit, based on a corresponding relationship between the problem and the answer.

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