Abstract: Example embodiments of the present disclosure provide for an example method. The example method includes obtaining session data descriptive of a plurality of user sessions, the plurality of user sessions respectively including an interaction with an input element rendered at a user device and a request for a resource associated with the input element. The example method includes obtaining, using a first machine-learned model, a plurality of weights associated with the plurality of user sessions by, for a respective user session of the plurality of user sessions: inputting, to the first machine-learned model, data descriptive of one or more characteristics of the respective user session; and obtaining, from the first machine-learned model, a respective weight of the plurality of weights, the respective weight indicative of an incremental probability of the request conditioned on rendering of the input element.

Abstract: The present invention relates to a polarization filter for ophthalmic lenses. The polarization filter comprises a mesogen layer coated onto a retardation film, either directly or through an adhesive layer. The present invention further discloses that the polarization filter formed by employing a thin film or sheet, having a defined level of retardation between the light source and the mesogen layer, for example, a cholesteric mesogen layer, the multilayered laminate structure demonstrates linear polarization of the light transmitted through the mesogen laminate structure, and, hence, can be used in ophthalmic lenses, e.g. spectacle or eyeglass lenses. The polarization filter enhances the performance by allowing transmission of the polarization filter closer to the theoretical maximum transmission.

Abstract: The present invention relates to a polarization filter for ophthalmic lenses. The polarization filter comprises a mesogen layer coated onto a retardation film, either directly or through an adhesive layer. The present invention further discloses that the polarization filter formed by employing a thin film or sheet, having a defined level of retardation between the light source and the mesogen layer, for example, a cholesteric mesogen layer, the multilayered laminate structure demonstrates linear polarization of the light transmitted through the mesogen laminate structure, and, hence, can be used in ophthalmic lenses, e.g. spectacle or eyeglass lenses. The polarization filter enhances the performance by allowing transmission of the polarization filter closer to the theoretical maximum transmission.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for predictability estimation using a behavior prediction model. One of the methods includes receiving a candidate future behavior to be performed by an agent in an environment after a current time point; receiving data characterizing a scene that includes the agent in the environment as of the current time point; processing a behavior prediction input generated from the data using a behavior prediction model, wherein the behavior prediction model is configured to receive the behavior prediction input and to process the behavior prediction input to generate a behavior prediction output that characterizes a set of predicted future behaviors for the agent after the current time point; and determining a predictability score for the candidate future behavior by comparing the candidate future behavior with the behavior prediction output.

Abstract: The present invention pertains to polyurethane-urea based optical adhesives for formation of optical film laminates, optically functional film laminates, and ophthalmic or eyeglass lenses employing the same and methods for producing the same.

Abstract: The present invention relates to a polarization filter for ophthalmic lenses. The polarization filter comprises a mesogen layer coated onto a retardation film, either directly or through an adhesive layer. The present invention further discloses that the polarization filter formed by employing a thin film or sheet, having a defined level of retardation between the light source and the mesogen layer, for example, a cholesteric mesogen layer, the multilayered laminate structure demonstrates linear polarization of the light transmitted through the mesogen laminate structure, and, hence, can be used in ophthalmic lenses, e.g. spectacle or eyeglass lenses. The polarization filter enhances the performance by allowing transmission of the polarization filter closer to the theoretical maximum transmission.

Abstract: The present invention relates to a polarization filter for ophthalmic lenses. The polarization filter comprises a mesogen layer coated onto a retardation film, either directly or through an adhesive layer. The present invention further discloses that the polarization filter formed by employing a thin film or sheet, having a defined level of retardation between the light source and the mesogen layer, for example, a cholesteric mesogen layer, the multilayered laminate structure demonstrates linear polarization of the light transmitted through the mesogen laminate structure, and, hence, can be used in ophthalmic lenses, e.g. spectacle or eyeglass lenses. The polarization filter enhances the performance by allowing transmission of the polarization filter closer to the theoretical maximum transmission.

Abstract: A wire grid polarizer comprises parallel grids of composite wires wherein each grid includes a coating stack having at least one high refractive index material coated on an aluminum layer. The coating stack comprising at least one high refractive index material reduces the reflection of the wire grid polarizer from between 40-50% to between 5-10%. Possible candidates for the high refractive index materials include Ge, Si and alloys of these materials having refractive indices greater than 3 with extinction coefficients above 0.2.

Abstract: The present invention relates to a polarization filter for ophthalmic lenses. The polarization filter comprises a mesogen layer coated onto a retardation film, either directly or through an adhesive layer. The present invention further discloses that the polarization filter formed by employing a thin film or sheet, having a defined level of retardation between the light source and the mesogen layer, for example, a cholesteric mesogen layer, the multilayered laminate structure demonstrates linear polarization of the light transmitted through the mesogen laminate structure, and, hence, can be used in ophthalmic lenses, e.g. spectacle or eyeglass lenses. The polarization filter enhances the performance by allowing transmission of the polarization filter closer to the theoretical maximum transmission.

Abstract: The present invention pertains to polyurethane-urea based optical adhesives for formation of optical film laminates, optically functional film laminates, and ophthalmic or eyeglass lenses employing the same and methods for producing the same.

Abstract: Embodiments provided herein describe optical coatings, panels having optical coatings thereon, and methods for forming optical coatings and panels. A substrate is provided. A coating is formed above the substrate. The coating includes a plurality of micro-particles including a UV-absorbing material and has a surfaces roughness suitable to provide the coating with anti-glare properties.

Abstract: Embodiments provided herein describe optical coatings, panels having optical coatings thereon, and methods for forming optical coatings and panels. A transparent substrate is provided. An optical coating is formed on the transparent substrate. The optical coating includes a plurality of plate-shaped silicon dioxide particles.

Abstract: Embodiments provided herein describe optical coatings, panels having optical coatings thereon, and methods for forming optical coatings and panels. A transparent substrate is provided. An optical coating is formed on the transparent substrate. The optical coating includes a plurality of plate-shaped silicon dioxide particles.

Abstract: A solid dosage preparation is provided with a bottle of water. The solid dosage preparation is contained within a cavity at the bottom of the bottle and held captive therein by a heat-sealed lidding. The lidding indicates an attempted tampering event by limiting the means for opening to a witnessing tear. The bottle stands on its cap to provide clear viewing of the containment area.

Abstract: The present invention provides an enhanced water product, wherein a solid dosage product is conveyed with a bottle of water in an attached dosage cup. The attachment is achieved with a novel frangible feature that flexes out of the way during a simplified snap-on assembly. The feature breaks away when any attempt is made to separate the dosage cup from bottle, thus rendering the product safe from malicious tampering. In an alternate embodiment, the dosage cup is used to measure any liquid product.

Abstract: A solid dosage preparation is provided with a bottle of water. The solid dosage preparation is housed in a compartment of a closure applied to the bottle of water. The solid dosage preparation is capable of being dispensed in a single-handed manipulation of a roller-like chamber. The roller-like chamber is provided with a means for indicating any tampering of the enclosed solid dosage preparation, which is maintained in a protective environment between the chamber and the compartment.

Abstract: The present invention provides an enhanced water product, wherein a solid dosage product is conveyed with a bottle of water in an attached dosage cup. The attachment is achieved with a novel frangible feature that flexes out of the way during a simplified snap-on assembly. The feature breaks away when any attempt is made to separate the dosage cup from bottle, thus rendering the product safe from malicious tampering. In an alternate embodiment, the dosage cup is used to measure any liquid product.

Abstract: A solid dosage preparation is provided with a bottle of water. The solid dosage preparation is contained within a cavity at the bottom of the bottle and held captive therein by a heat-sealed lidding. The lidding indicates an attempted tampering event by limiting the means for opening to a witnessing tear. The bottle stands on its cap to provide clear viewing of the containment area.

Abstract: A solid dosage preparation is provided with a bottle of water. The solid dosage preparation is housed in a compartment of a closure applied to the bottle of water. The solid dosage preparation is capable of being dispensed in a single-handed manipulation of a roller-like chamber. The roller-like chamber is provided with a means for indicating any tampering of the enclosed solid dosage preparation, which is maintained in a protective environment between the chamber and the compartment.

Abstract: A nutritional preparation in solid dosage form is provided with a bottle of water. The solid dose is contained a safe and sanitary blister package and attached by means of a shrink band to the closure of the bottle. The shrink band provides a tamper-indicating seal for the both the bottle and blister contents. An advantage of the design is that it does not require customization of bottle and closure tooling, and thereby provides a simple and cost-effective means for combining solid and liquid materials in a unitary package.