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公开(公告)号：US20210158905A1
公开(公告)日：2021-05-27
申请号：US17247166
申请日：2020-12-02
Applicant: Colgate-Palmolive Company
Inventor： Iraklis Pappas , Bartosz Luczynski , Donghui Wu , Dong Hyun Kim
Abstract: A system, apparatus, and/or method is disclosed for producing a personal care product. An identity of a considered chemical composition may be input into a model (e.g., a machine learning model). The identity of the considered chemical composition may include ingredients. Each of the ingredients of the considered chemical composition may be associated with a value of a chemoinformatic property of chemoinformatic properties of the considered chemical composition. A value of the property of the considered chemical composition may be determined via the model. The value may be based on the identity of the considered chemical composition. The property of the considered chemical composition may be affected by an interaction of at least two of the ingredients of the considered chemical composition. A personal care product comprised of the considered chemical composition may be produced.
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公开(公告)号：US11315663B2
公开(公告)日：2022-04-26
申请号：US16949465
申请日：2020-10-30
Applicant: Colgate-Palmolive Company
Inventor： Iraklis Pappas , Bartosz Luczynski , Donghui Wu , Dong Hyun Kim
Abstract: A system, apparatus, and/or method is disclosed for producing a personal care product. An identity of a considered chemical composition may be input into a model (e.g., a machine learning model). The identity of the considered chemical composition may include ingredients. Each of the ingredients of the considered chemical composition may be associated with a value of a chemoinformatic property of chemoinformatic properties of the considered chemical composition. A value of the property of the considered chemical composition may be determined via the model. The value may be based on the identity of the considered chemical composition. The property of the considered chemical composition may be affected by an interaction of at least two of the ingredients of the considered chemical composition. A personal care product comprised of the considered chemical composition may be produced.
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公开(公告)号：US10861588B1
公开(公告)日：2020-12-08
申请号：US16731533
申请日：2019-12-31
Applicant: Colgate-Palmolive Company
Inventor： Iraklis Pappas , Bartosz Luczynski , Donghui Wu , Dong Hyun Kim
Abstract: A system, apparatus, and/or method is disclosed for producing a personal care product. Values of chemoinformatic properties of ingredients of a sample chemical composition are received. A value of a property of the sample chemical composition is received in which the property is affected by an interaction of at least two of the ingredients. The values of the chemoinformatic properties of the ingredients of the sample chemical composition and the value of the property of the sample chemical composition are input into a model. An identity of the considered chemical composition is determined, via the model, based on at least one of (1) values of chemoinformatic properties of ingredients of the considered chemical composition or (2) a value of a property of the considered chemical composition. The personal care product comprised of the considered chemical composition is produced.
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Patent Agency Ranking
公开(公告)号：US11342049B2
公开(公告)日：2022-05-24
申请号：US17247166
申请日：2020-12-02
Applicant: Colgate-Palmolive Company
Inventor： Iraklis Pappas , Bartosz Luczynski , Donghui Wu , Dong Hyun Kim
Abstract: A system, apparatus, and/or method is disclosed for producing a personal care product. An identity of a considered chemical composition may be input into a model (e.g., a machine learning model). The identity of the considered chemical composition may include ingredients. Each of the ingredients of the considered chemical composition may be associated with a value of a chemoinformatic property of chemoinformatic properties of the considered chemical composition. A value of the property of the considered chemical composition may be determined via the model. The value may be based on the identity of the considered chemical composition. The property of the considered chemical composition may be affected by an interaction of at least two of the ingredients of the considered chemical composition. A personal care product comprised of the considered chemical composition may be produced.
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公开(公告)号：US10515715B1
公开(公告)日：2019-12-24
申请号：US16452214
申请日：2019-06-25
Applicant: Colgate-Palmolive Company
Inventor： Iraklis Pappas , Bartosz Luczynski , Donghui Wu , Dong Hyun Kim
Abstract: A system, apparatus, and/or method is disclosed for determining a value of a property of a considered chemical composition. An identity of a sample chemical composition may be received. A sample chemical composition may comprise ingredients. Each of the ingredients may be associated with a value of a chemoinformatic property of chemoinformatic properties of the sample chemical composition. A value of a property of the sample chemical composition and at least one of (1) the identity of the sample chemical composition or (2) the values of the chemoinformatic properties of the ingredients of the sample chemical composition may be input into a model. The value of the property of the considered chemical composition may be determined, via the model, based on at least one of (1) an identity of the considered chemical composition or (2) values of chemoinformatic properties of ingredients of the considered chemical composition.
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公开(公告)号：US12165749B2
公开(公告)日：2024-12-10
申请号：US18450011
申请日：2023-08-15
Applicant: Colgate-Palmolive Company
Inventor： Iraklis Pappas , Bartosz Luczynski , Donghui Wu , Dong Hyun Kim
Abstract: In one embodiment, a method includes receiving identities of features of a first composition, and receiving a value of a property of the first composition. A learning model is trained using values of predefined characteristics of the features of the first composition, and the value of the property of the first composition. The learning model is then provided identities of second features of a second composition. Using the learning model, a value of a property of the second composition is determined and displayed.
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公开(公告)号：US20230395201A1
公开(公告)日：2023-12-07
申请号：US18450011
申请日：2023-08-15
Applicant: Colgate-Palmolive Company
Inventor： Iraklis PAPPAS , Bartosz Luczynski , Donghui Wu , Dong Hyun Kim
Abstract: In one embodiment, a method includes receiving identities of features of a first composition, and receiving a value of a property of the first composition. A learning model is trained using values of predefined characteristics of the features of the first composition, and the value of the property of the first composition. The learning model is then provided identities of second features of a second composition. Using the learning model, a value of a property of the second composition is determined and displayed.
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公开(公告)号：US11728012B2
公开(公告)日：2023-08-15
申请号：US17751637
申请日：2022-05-23
Applicant: Colgate-Palmolive Company
Inventor： Iraklis Pappas , Bartosz Luczynski , Donghui Wu , Dong Hyun Kim
Abstract: A system, apparatus, and/or method is disclosed for determining a value of a property of a considered chemical composition. An identity of a sample chemical composition may be received. A sample chemical composition may comprise ingredients. Each of the ingredients may be associated with a value of a chemoinformatic property of chemoinformatic properties of the sample chemical composition. A value of a property of the sample chemical composition and at least one of (1) the identity of the sample chemical composition or (2) the values of the chemoinformatic properties of the ingredients of the sample chemical composition may be input into a model. The value of the property of the considered chemical composition may be determined, via the model, based on at least one of (1) an identity of the considered chemical composition or (2) values of chemoinformatic properties of ingredients of the considered chemical composition.
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