Patents by Inventor Mark Benjamin ROMANOWSKY
Mark Benjamin ROMANOWSKY 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).
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Publication number: 20230360614Abstract: A variable transmission film may include an electrophoretic medium having a plurality of capsules and a binder, each capsule containing a plurality of electrically charged particles and a fluid, the charged particles being movable by application of an electric field and being capable of being switched between an open state and a closed state. The film may include at least one of a binder containing fish gelatin and a polyanion; a binder containing one or more tinting agents; capsules containing charge control agents, such as an oligoamine-terminated polyolefin and a branched chain fatty acid comprising at least 8 carbon atoms; a selection of capsules in which at least 60% have a diameter between 50 ?m and 90 ?m and at least 15% have a diameter between 20 ?m and 49 ?m; a tinted adhesive layer; and a fluid selected from one or more nonconjugated olefinic hydrocarbons.Type: ApplicationFiled: July 19, 2023Publication date: November 9, 2023Inventors: Peter Carsten Bailey WIDGER, Jay William ANSETH, Richard J. PAOLINI, JR., Mark Benjamin ROMANOWSKY, Jillian SMITH, Stephen J. TELFER, Craig Alan BREEN, Stephen BULL
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Patent number: 11749218Abstract: A variable transmission film may include an electrophoretic medium having a plurality of capsules and a binder, each capsule containing a plurality of electrically charged particles and a fluid, the charged particles being movable by application of an electric field and being capable of being switched between an open state and a closed state. The film may include at least one of a binder containing fish gelatin and a polyanion; a binder containing one or more tinting agents; capsules containing charge control agents, such as an oligoamine-terminated polyolefin and a branched chain fatty acid comprising at least 8 carbon atoms; a selection of capsules in which at least 60% have a diameter between 50 ?m and 90 ?m and at least 15% have a diameter between 20 ?m and 49 ?m; a tinted adhesive layer; and a fluid selected from one or more nonconjugated olefinic hydrocarbons.Type: GrantFiled: September 17, 2020Date of Patent: September 5, 2023Assignee: E Ink CorporationInventors: Peter Carsten Bailey Widger, Jay William Anseth, Richard J. Paolini, Jr., Mark Benjamin Romanowsky, Jillian Smith, Stephen J. Telfer, Craig Alan Breen, Stephen Bull
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Publication number: 20230148203Abstract: An electro-optic media includes either a plurality of microcapsules in a binder, a polymeric sheet containing sealed microcells, or droplets in a continuous polymeric phase. Each of the microcapsules, microcells, or droplets contain a dispersion that includes a plurality of charged composite particles and a suspending fluid, and the charged particles move through the suspending fluid under the influence of an electric field. The composite particles include one or more types of pigment particles that are at least partially coated with a polymeric material. Each of the binder, polymeric sheet, continuous polymeric phase, the charged composite particles, and the suspending fluid have an index of refraction, and a difference between the index of refraction of the composite particles and at least one of the binder, polymeric sheet, continuous polymeric phase, and solvent is less than or equal to 0.05 at 550 nm.Type: ApplicationFiled: January 3, 2023Publication date: May 11, 2023Inventors: Jin-Gyu PARK, Richard J. PAOLINI, Jr., Peter Carsten Bailey WIDGER, Jillian SMITH, Jay William ANSETH, Craig A. HERB, George G. HARRIS, Mark Benjamin ROMANOWSKY
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Patent number: 11567388Abstract: An electro-optic media includes either a plurality of microcapsules in a binder, a polymeric sheet containing sealed microcells, or droplets in a continuous polymeric phase. Each of the microcapsules, microcells, or droplets contain a dispersion that includes a plurality of charged composite particles and a suspending fluid, and the charged particles move through the suspending fluid under the influence of an electric field. The composite particles include one or more types of pigment particles that are at least partially coated with a polymeric material. Each of the binder, polymeric sheet, continuous polymeric phase, the charged composite particles, and the suspending fluid have an index of refraction, and a difference between the index of refraction of the composite particles and at least one of the binder, polymeric sheet, continuous polymeric phase, and solvent is less than or equal to 0.05 at 550 nm.Type: GrantFiled: January 29, 2020Date of Patent: January 31, 2023Assignee: E Ink CorporationInventors: Jin-Gyu Park, Richard J. Paolini, Jr., Peter Carsten Bailey Widger, Jillian Smith, Jay William Anseth, Craig A. Herb, George G. Harris, Mark Benjamin Romanowsky
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Patent number: 11514369Abstract: Systems and methods are described for interpreting machine learning model predictions. An example method includes: providing a machine learning model configured to receive a plurality of features as input and provide a prediction as output, wherein the plurality of features includes an engineered feature including a combination of two or more parent features; calculating a Shapley value for each feature in the plurality of features; and allocating a respective portion of the Shapley value for the engineered feature to each of the two or more parent features.Type: GrantFiled: June 11, 2021Date of Patent: November 29, 2022Assignee: DataRobot, Inc.Inventors: Mark Benjamin Romanowsky, Jared Bowns, Thomas Whitehead, Thomas Stearns, Xavier Conort, Anastasiia Tamazlykar, Mohak Saxena
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Publication number: 20210390457Abstract: Systems and methods are described for interpreting machine learning model predictions. An example method includes: providing a machine learning model configured to receive a plurality of features as input and provide a prediction as output, wherein the plurality of features includes an engineered feature including a combination of two or more parent features; calculating a Shapley value for each feature in the plurality of features; and allocating a respective portion of the Shapley value for the engineered feature to each of the two or more parent features.Type: ApplicationFiled: June 11, 2021Publication date: December 16, 2021Inventors: Mark Benjamin Romanowsky, Jared Bowns, Thomas Whitehead, Thomas Stearns, Xavier Conort, Anastasiia Tamazlykar, Mohak Saxena
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Publication number: 20210356834Abstract: An electro-optic medium that may be incorporated into an electro-optic display. The medium includes a first microcapsule containing at least one of a first dispersion of colored particles and a colored fluid and an encapsulated second dispersion that may include the first microcapsule and a plurality of electrophoretic particles. The colored particles of the first dispersion may include one or more sets of differently colored electrophoretic particles. The second dispersion may be encapsulated within a second microcapsule or a microcell, for example.Type: ApplicationFiled: July 27, 2021Publication date: November 18, 2021Inventors: Mark Benjamin ROMANOWSKY, Kosta LADAVAC, Stephen J. TELFER, Jay William ANSETH
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Patent number: 11079651Abstract: An electro-optic medium that may be incorporated into an electro-optic display. The medium includes a first microcapsule containing at least one of a first dispersion of colored particles and a colored fluid and an encapsulated second dispersion that may include the first microcapsule and a plurality of electrophoretic particles. The colored particles of the first dispersion may include one or more sets of differently colored electrophoretic particles. The second dispersion may be encapsulated within a second microcapsule or a microcell, for example.Type: GrantFiled: December 13, 2018Date of Patent: August 3, 2021Assignee: E Ink CorporationInventors: Mark Benjamin Romanowsky, Kosta Ladavac, Stephen J. Telfer, Jay William Anseth
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Publication number: 20210002488Abstract: A variable transmission film may include an electrophoretic medium having a plurality of capsules and a binder, each capsule containing a plurality of electrically charged particles and a fluid, the charged particles being movable by application of an electric field and being capable of being switched between an open state and a closed state. The film may include at least one of a binder containing fish gelatin and a polyanion; a binder containing one or more tinting agents; capsules containing charge control agents, such as an oligoamine-terminated polyolefin and a branched chain fatty acid comprising at least 8 carbon atoms; a selection of capsules in which at least 60% have a diameter between 50 ?m and 90 ?m and at least 15% have a diameter between 20 ?m and 49 ?m; a tinted adhesive layer; and a fluid selected from one or more nonconjugated olefinic hydrocarbons.Type: ApplicationFiled: September 17, 2020Publication date: January 7, 2021Inventors: Peter Carsten Bailey WIDGER, Jay William ANSETH, Richard J. PAOLINI, JR., Mark Benjamin ROMANOWSKY, Jillian SMITH, Stephen J. TELFER, Craig Alan BREEN, Stephen BULL
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Patent number: 10809590Abstract: A variable transmission film may include an electrophoretic medium having a plurality of capsules and a binder, each capsule containing a plurality of electrically charged particles and a fluid, the charged particles being movable by application of an electric field and being capable of being switched between an open state and a closed state. The film may include at least one of a binder containing fish gelatin and a polyanion; a binder containing one or more tinting agents; capsules containing charge control agents, such as an oligoamine-terminated polyolefin and a branched chain fatty acid comprising at least 8 carbon atoms; a selection of capsules in which at least 60% have a diameter between 50 ?m and 90 ?m and at least 15% have a diameter between 20 ?m and 49 ?m; a tinted adhesive layer; and a fluid selected from one or more nonconjugated olefinic hydrocarbons.Type: GrantFiled: June 14, 2018Date of Patent: October 20, 2020Assignee: E Ink CorporationInventors: Peter Carsten Bailey Widger, Jay William Anseth, Richard J. Paolini, Jr., Mark Benjamin Romanowsky, Jillian Smith, Stephen J. Telfer, Craig Alan Breen, Stephen Bull
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Publication number: 20200272017Abstract: An electro-optic media includes either a plurality of microcapsules in a binder, a polymeric sheet containing sealed microcells, or droplets in a continuous polymeric phase. Each of the microcapsules, microcells, or droplets contain a dispersion that includes a plurality of charged composite particles and a suspending fluid, and the charged particles move through the suspending fluid under the influence of an electric field. The composite particles include one or more types of pigment particles that are at least partially coated with a polymeric material. Each of the binder, polymeric sheet, continuous polymeric phase, the charged composite particles, and the suspending fluid have an index of refraction, and a difference between the index of refraction of the composite particles and at least one of the binder, polymeric sheet, continuous polymeric phase, and solvent is less than or equal to 0.05 at 550 nm.Type: ApplicationFiled: January 29, 2020Publication date: August 27, 2020Inventors: Jin-Gyu PARK, Richard J. PAOLINI, JR., Peter Carsten Bailey WIDGER, Jillian SMITH, Jay William ANSETH, Craig A. HERB, George G. HARRIS, Mark Benjamin ROMANOWSKY
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Publication number: 20190187535Abstract: An electro-optic medium that may be incorporated into an electro-optic display. The medium includes a first microcapsule containing at least one of a first dispersion of colored particles and a colored fluid and an encapsulated second dispersion that may include the first microcapsule and a plurality of electrophoretic particles. The colored particles of the first dispersion may include one or more sets of differently colored electrophoretic particles. The second dispersion may be encapsulated within a second microcapsule or a microcell, for example.Type: ApplicationFiled: December 13, 2018Publication date: June 20, 2019Inventors: Mark Benjamin ROMANOWSKY, Kosta LADAVAC, Stephen J. TELFER, Jay William ANSETH
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Publication number: 20180364542Abstract: A variable transmission film may include an electrophoretic medium having a plurality of capsules and a binder, each capsule containing a plurality of electrically charged particles and a fluid, the charged particles being movable by application of an electric field and being capable of being switched between an open state and a closed state. The film may include at least one of a binder containing fish gelatin and a polyanion; a binder containing one or more tinting agents; capsules containing charge control agents, such as an oligoamine-terminated polyolefin and a branched chain fatty acid comprising at least 8 carbon atoms; a selection of capsules in which at least 60% have a diameter between 50 ?m and 90 ?m and at least 15% have a diameter between 20 ?m and 49 ?m; a tinted adhesive layer; and a fluid selected from one or more nonconjugated olefinic hydrocarbons.Type: ApplicationFiled: June 14, 2018Publication date: December 20, 2018Inventors: Peter Carsten Bailey WIDGER, Jay William ANSETH, Richard J. PAOLINI, JR., Mark Benjamin ROMANOWSKY, Jillian SMITH, Stephen J. TELFER, Craig Alan BREEN, Stephen BULL