mhurhangee/patent-ind-claim-en huggingface dataset:
A computer implemented method of operating a learning system for training a predictor based on randomly selected representations of images, and afterwards training the predictor based on representations of images selected based on a reward (R) characterized by selecting a representation (x n ) being raw image pixel data representing of an image from a plurality of the representations of images, determining by an oracle a first representation (y) of at least one first label representing a class for the image, determining by the predictor a second representation (y n ) of at least one second label representing a class for the image in a prediction, determining by the predictor an uncertainty of the prediction of the second representation (y n ) based on the representation (x n ) of the image, the first representation (y) and the second representation (y n ), determining the reward (R) depending on the representation (x n ) of the image and/or the second representation (y n ), and selecting another representation of another image depending on the uncertainty and on the reward (R), characterized in that for training of the predictor a subset of input points is selected from the plurality of representations of images depending on an acquisition function, wherein the acquisition function is determined depending on the reward (R) and a probabilistic state (S), wherein the probabilistic state (S) is determined depending on at least the uncertainty, wherein the acquisition function is learned by a probabilistic policy predictor, in particular a deep Bayesian Neural Net, depending on the probabilistic state (S) and based on the reward (R). determining by an oracle a first representation (y) of at least one first label representing a class for the image, determining by the predictor a second representation (y n ) of at least one second label representing a class for the image in a prediction, determining by the predictor an uncertainty of the prediction of the second representation (y n ) based on the representation (x n ) of the image, the first representation (y) and the second representation (y n ), determining the reward (R) depending on the representation (x n ) of the image and/or the second representation (y n ), and selecting another representation of another image depending on the uncertainty and on the reward (R), characterized in that for training of the predictor a subset of input points is selected from the plurality of representations of images depending on an acquisition function, wherein the acquisition function is determined depending on the reward (R) and a probabilistic state (S), wherein the probabilistic state (S) is determined depending on at least the uncertainty, wherein the acquisition function is learned by a probabilistic policy predictor, in particular a deep Bayesian Neural Net, depending on the probabilistic state (S) and based on the reward (R).
Gasket for a compression stop having two or more rings as components which can be assembled and which have component boundaries at right angles to one another formed by punching, the gasket defining a press/shift setting from the outside diameter of the smaller component to the inside diameter of the next larger component, characterized in that the components are joined together via clipping and this coupling is designed as a press/shift setting vertically executed at right angles to the actual component plane, and the tolerances for forming the press/shift setting for the clip set can be selected in such a way that the components can be inserted manually to shape a unit assembly, with the respective material properties of the components being adjusted to one another.
A cell culture incubator comprising: an incubator cabinet comprising an internal chamber having a controlled temperature and gas mixture therein appropriate for the growth of a type of cell for incubation of said type of cell in one or more cell culture vessels in the internal chamber; a door opening from an external environment to said internal chamber; an imager configured for imaging said type of cell within said internal chamber; a manipulator for manipulating said type of cell in said one or more cell culture vessels within said internal chamber; and a cell culture vessel transfer device for moving said one or more cell culture vessels between the imager, the manipulator, and locations within said internal chamber; characterized in that the imager, manipulator, and transfer device are disposed in the internal chamber. an incubator cabinet comprising an internal chamber having a controlled temperature and gas mixture therein appropriate for the growth of a type of cell for incubation of said type of cell in one or more cell culture vessels in the internal chamber; a door opening from an external environment to said internal chamber; an imager configured for imaging said type of cell within said internal chamber; a manipulator for manipulating said type of cell in said one or more cell culture vessels within said internal chamber; and a cell culture vessel transfer device for moving said one or more cell culture vessels between the imager, the manipulator, and locations within said internal chamber; characterized in that the imager, manipulator, and transfer device are disposed in the internal chamber.
An extraction method comprising the step of: - providing a solid material to be subject to extraction to a feed inlet of a first extractor , - providing a first solvent to a solvent inlet of the first extractor ; - discharging the solid material having undergone extraction through a feed outlet of the first extractor ; - discharging a first miscella formed via extraction of extractable components from the solid material through a solvent outlet of the first extractor ; - heating the first solid material in a desolventizer to vaporize solvent from the first solid material and produce a desolventized solid material; - providing the desolventized solid material from the desolventizer to a feed inlet of a second extractor ; - providing a second solvent to a solvent inlet of the second extractor ; - discharging a second solid material having undergone extraction through a feed outlet of the second extractor , - discharging a second miscella formed via extraction of extractable components from the desolventized material through a solvent outlet of the second extractor ; - providing the second miscella stream to at least one heat exchanger downstream of the second extractor ; - cooling the second miscella stream by the at least one heat exchange to cause impurities in the second miscella to solidify and produce a cooled second miscella stream; - separating the solidified impurities from the cooled second miscella stream by a mechanical separation device downstream of the at least one heat exchanger; and - producing a separated impurities stream and a purified miscella stream. - providing a solid material to be subject to extraction to a feed inlet of a first extractor , - providing a first solvent to a solvent inlet of the first extractor ; - discharging the solid material having undergone extraction through a feed outlet of the first extractor ; - discharging a first miscella formed via extraction of extractable components from the solid material through a solvent outlet of the first extractor ; - heating the first solid material in a desolventizer to vaporize solvent from the first solid material and produce a desolventized solid material; - providing the desolventized solid material from the desolventizer to a feed inlet of a second extractor ; - providing a second solvent to a solvent inlet of the second extractor ; - discharging a second solid material having undergone extraction through a feed outlet of the second extractor , - discharging a second miscella formed via extraction of extractable components from the desolventized material through a solvent outlet of the second extractor ; - providing the second miscella stream to at least one heat exchanger downstream of the second extractor ; - cooling the second miscella stream by the at least one heat exchange to cause impurities in the second miscella to solidify and produce a cooled second miscella stream; - separating the solidified impurities from the cooled second miscella stream by a mechanical separation device downstream of the at least one heat exchanger; and - producing a separated impurities stream and a purified miscella stream.
A colour wheel, comprising: a hub portion , configured to act as a rotor for coupling to a motor and having a disk-shaped surface; an optically active radial portion, attached to or integrated with the hub portion and configured to optically process incident light; and a balancing adaptation to the top disk-shaped surface of the hub portion, comprising one or more of: (a) a recess in the top disk-shaped surface extending to an edge of the disk-shaped surface that is distal from its centre, wherein the recess is across a region of the disk-shaped surface bounded by a chord; and (b) an annular groove in the top disk-shaped surface having a non-uniform width and being non-concentric with the disk-shaped surface; wherein the optically active radial portion has a non-uniform mass along its circumference, the balancing adaptation being arranged so as to compensate for the non-uniform mass of the optically active radial portion, wherein a part of the optically active radial portion has a different density in comparison with the remainder of the optically active radial portion, and wherein at least part of the balancing adaptation is positioned on the hub portion adjacent or opposite to the part of the optically active radial portion with the different density. a hub portion , configured to act as a rotor for coupling to a motor and having a disk-shaped surface; an optically active radial portion, attached to or integrated with the hub portion and configured to optically process incident light; and a balancing adaptation to the top disk-shaped surface of the hub portion, comprising one or more of: (a) a recess in the top disk-shaped surface extending to an edge of the disk-shaped surface that is distal from its centre, wherein the recess is across a region of the disk-shaped surface bounded by a chord; and (b) an annular groove in the top disk-shaped surface having a non-uniform width and being non-concentric with the disk-shaped surface; (a) a recess in the top disk-shaped surface extending to an edge of the disk-shaped surface that is distal from its centre, wherein the recess is across a region of the disk-shaped surface bounded by a chord; and (b) an annular groove in the top disk-shaped surface having a non-uniform width and being non-concentric with the disk-shaped surface; wherein the optically active radial portion has a non-uniform mass along its circumference, the balancing adaptation being arranged so as to compensate for the non-uniform mass of the optically active radial portion, wherein a part of the optically active radial portion has a different density in comparison with the remainder of the optically active radial portion, and wherein at least part of the balancing adaptation is positioned on the hub portion adjacent or opposite to the part of the optically active radial portion with the different density.
A method for modifying a template double stranded polynucleotide, comprising: (a) contacting the template polynucleotide with a MuA transposase and a population of double stranded MuA substrates each comprising an overhang at one or both ends of one strand such that the transposase fragments the template polynucleotide and ligates a substrate to one or both ends of the double stranded fragments and thereby producing a plurality of fragment/substrate constructs; and (b) using a translocase to remove the MuA transposases from the constructs and thereby producing a plurality of modified double stranded polynucleotides. (a) contacting the template polynucleotide with a MuA transposase and a population of double stranded MuA substrates each comprising an overhang at one or both ends of one strand such that the transposase fragments the template polynucleotide and ligates a substrate to one or both ends of the double stranded fragments and thereby producing a plurality of fragment/substrate constructs; and (b) using a translocase to remove the MuA transposases from the constructs and thereby producing a plurality of modified double stranded polynucleotides.
A rolling mill facility, comprising: a support part extending along a plate width direction of a steel plate to be rolled; a thickness measurement part supported by the support part and configured to measure a thickness of the steel plate; and a heating part supported by the support part at positions at both sides across the thickness measurement part in the plate width direction and configured to heat both edge portions of the steel plate. a support part extending along a plate width direction of a steel plate to be rolled; a thickness measurement part supported by the support part and configured to measure a thickness of the steel plate; and a heating part supported by the support part at positions at both sides across the thickness measurement part in the plate width direction and configured to heat both edge portions of the steel plate.
A three-dimensional object producing method for producing a three-dimensional object using a set of base curable compositions including a curable composition A and a curable composition B, and using a curable composition C, the three-dimensional object producing method comprising: discharging either or both of the curable composition A and the curable composition B by an inkjet method and curing either or both of the curable composition A and the curable composition B, to produce a base cured product; and discharging the curable composition C containing a coloring material by an inkjet method and curing the curable composition C, to produce a cured product C, wherein an absolute value of a difference between total light transmittance through a cured product A of the curable composition A and total light transmittance through a cured product B of the curable composition B is 10% or greater, characterized in that a deposited region C (D1) formed by deposition of a liquid droplet (d1) amount of the curable composition C discharged is smaller than a base deposited region (D2) formed by deposition of a liquid droplet (d2) amount of the curable composition A and the curable composition B discharged. discharging either or both of the curable composition A and the curable composition B by an inkjet method and curing either or both of the curable composition A and the curable composition B, to produce a base cured product; and discharging the curable composition C containing a coloring material by an inkjet method and curing the curable composition C, to produce a cured product C, wherein an absolute value of a difference between total light transmittance through a cured product A of the curable composition A and total light transmittance through a cured product B of the curable composition B is 10% or greater, characterized in that a deposited region C (D1) formed by deposition of a liquid droplet (d1) amount of the curable composition C discharged is smaller than a base deposited region (D2) formed by deposition of a liquid droplet (d2) amount of the curable composition A and the curable composition B discharged.
A method for producing a quartz glass body, comprising the method steps of: i.) providing a silica granulate, wherein providing comprises the following method steps: I. providing a pyrogenic silica powder; II. processing the silica powder to form a silica granulate, wherein the silica granulate has a larger particle diameter than the silica powder; wherein silicon is added as a silicon component which is different from silica during step II.; ii.) forming a glass melt from the silica granulate; iii) forming a quartz glass body from at least part of the glass melt; wherein processing comprises a method selected from the group consisting of spray granulation, centrifugal atomization, fluidized bed granulation, or roll granulation in a dish granulator. i.) providing a silica granulate, wherein providing comprises the following method steps: I. providing a pyrogenic silica powder; II. processing the silica powder to form a silica granulate, wherein the silica granulate has a larger particle diameter than the silica powder; wherein silicon is added as a silicon component which is different from silica during step II.; I. providing a pyrogenic silica powder; II. processing the silica powder to form a silica granulate, wherein the silica granulate has a larger particle diameter than the silica powder; wherein silicon is added as a silicon component which is different from silica during step II.; wherein the silica granulate has a larger particle diameter than the silica powder; wherein silicon is added as a silicon component which is different from silica during step II.; ii.) forming a glass melt from the silica granulate; iii) forming a quartz glass body from at least part of the glass melt; wherein processing comprises a method selected from the group consisting of spray granulation, centrifugal atomization, fluidized bed granulation, or roll granulation in a dish granulator.
Stretching apparatus of fibre tows in a pressurized steam environment, of the type comprising at least a stretching chamber having a generally rectangular section of a low height, within which the tows are treated with saturated or overheated steam at high temperature and pressure and simultaneously undergo a mechanical stretching operation, said stretching chamber being formed within a metallic stretching chest consisting of two opposite, mutually facing half-chests and being open outwards in correspondence of the two transversal edges of the stretching chest through tow entry and exit openings, said half-chests being free to expand in the directions of the length within surrounding, rigid and pressure-resistant supporting structures which univocally define the position of said stretching half-chests in the direction of the height of the same and being mutually mobile for causing the opening of the stretching chest for the insertion of the tows to be processed, characterised in that it comprises a plurality of stretching chests and relative supporting structures , arranged side by side, on one or more planes, on a support frame, in that each stretching chest is provided with a control mechanism (12-15) apt to cause the opening and the closing of each stretching chest , through the opening/closing of the upper half-chest with respect to the lower half-chest , independently from the other stretching chests of the apparatus and in that said control mechanism is a leverage system wherein hinges have rotation axes perpendicular to the longitudinal direction of the stretching chest .
A ventricular assist device for intraventricular placement inside a heart of a mammalian subject comprising: a pump including a housing having an inlet end, an inlet at the inlet end, and an outlet, the pump further including a moveable element disposed in the pump housing for pumping blood from the inlet to the outlet; a base member ; a spacer member connected to the pump housing and the base member, the base member being positioned a distance from the inlet end of the pump housing to define a gap therebetween; and one or more sensor elements mounted to at least one from the group consisting of the base member and the housing, the one or more sensor elements being configured to measure one or more blood parameters prevailing within the gap during operation of the pump; and the one or more sensor elements include an ultrasonic transducer mounted on at least one from the group consisting of the pump housing and the base element, the other one from the group consisting of the pump housing and the base element has a reflective surface disposed across the gap from the ultrasonic transducer. a pump including a housing having an inlet end, an inlet at the inlet end, and an outlet, the pump further including a moveable element disposed in the pump housing for pumping blood from the inlet to the outlet; a base member ; a spacer member connected to the pump housing and the base member, the base member being positioned a distance from the inlet end of the pump housing to define a gap therebetween; and one or more sensor elements mounted to at least one from the group consisting of the base member and the housing, the one or more sensor elements being configured to measure one or more blood parameters prevailing within the gap during operation of the pump; and the one or more sensor elements include an ultrasonic transducer mounted on at least one from the group consisting of the pump housing and the base element, the other one from the group consisting of the pump housing and the base element has a reflective surface disposed across the gap from the ultrasonic transducer.
A method of wireless communication, the method comprising: receiving, at long-term evolution, LTE, circuitry of a wireless device from wireless local area network, WLAN, circuitry of the wireless device while the LTE circuitry has control of at least one antenna of the wireless device , a request for control of the at least one antenna , wherein communications by the LTE circuitry using the at least one antenna correspond to a first frequency band, wherein communications by the WLAN circuitry using the at least one antenna correspond to a second frequency band, and wherein the first frequency band at least partially overlaps the second frequency band; and sending a response from the LTE circuitry to the WLAN circuitry based on data included in the request , wherein the data includes a criticality bit indicating whether an operation corresponding to the request is critical, and wherein the data includes a duration value that indicates a duration of performance of the operation. receiving, at long-term evolution, LTE, circuitry of a wireless device from wireless local area network, WLAN, circuitry of the wireless device while the LTE circuitry has control of at least one antenna of the wireless device , a request for control of the at least one antenna , wherein communications by the LTE circuitry using the at least one antenna correspond to a first frequency band, wherein communications by the WLAN circuitry using the at least one antenna correspond to a second frequency band, and wherein the first frequency band at least partially overlaps the second frequency band; and sending a response from the LTE circuitry to the WLAN circuitry based on data included in the request , wherein the data includes a criticality bit indicating whether an operation corresponding to the request is critical, and wherein the data includes a duration value that indicates a duration of performance of the operation.