Abstract: A machine learning feature studio comprises a user interface configured to allow a user to define features associated with an entity. The features are calculated using historical or real-time data stored in an event store and associated with the entity. Visualizations and values of the calculated feature are displayed in the user interface and the user may interact with the features, such as to edit and compare them. The user commits the features to the project associated with a machine learning model and selects to export the project. Feature vectors may are calculated using the committed features and are exported to a production environment.

Abstract: Methods, systems, and computer programs are presented for determining the recipe for manufacturing a semiconductor with the use of machine learning (ML) to accelerate the definition of recipes. One general aspect includes a method that includes an operation for performing experiments for processing a component, each experiment controlled by a recipe, from a set of recipes, that identifies parameters for manufacturing equipment. The method further includes an operation for performing virtual simulations for processing the component, each simulation controlled by one recipe from the set of recipes. An ML model is obtained by training an ML algorithm using experiment results and virtual results from the virtual simulations. The method further includes operations for receiving specifications for a desired processing of the component, and creating, by the ML model, a new recipe for processing the component based on the specifications.

Abstract: A connector for connecting a flexible interconnect circuit includes a base, having a first set of protrusions and a second set of protrusions. The first set of protrusions and the second set of protrusions are configured to secure the flexible interconnect circuit at a first set of apertures and a second set of apertures of the flexible interconnect circuit, respectively. The first set of protrusions may be positioned at a first distance from the second set of protrusions on the base. The first set of apertures may be positioned on the flexible interconnect circuit at a second distance, greater than the first distance, from the second set of apertures. The base causes the flexible interconnect circuit into an arched configuration when the apertures are secured to the respective protrusions. The connector further includes a cover piece configured to secure the flexible interconnect circuit in the arched configuration.

Abstract: The present invention relates to antibodies binding to IL13 and IL22. The invention provides novel multi-specific antibodies that bind to both IL13 and IL22 and compositions comprising an antibody that binds to IL13 and an antibody that binds to IL22. The invention further relates to therapeutic uses of the combination of anti-IL13 and anti-IL22 antibodies and multi-specific antibodies that bind to both IL13 and IL22.

Abstract: The invention relates to a stain release and repellant fabric conditioner comprising a repel type fluorochemical and/or siloxane, a release type fluorochemical and/or siloxane, and a performance extender.

Abstract: The invention relates to a soil release agent comprising a multi-branched soil release/wetting agent having an oxygen-containing polyfunctional base compound and at least two surfactant branches attached thereto, wherein each surfactant branch includes at least one hydrophilic and at least one hydrophobic constituent and a polyester release agent in an aqueous solution.

Abstract: The invention relates to a textile surface modification composition comprising a fabric conditioner and cubic or layered (platelet) particles having a negative zeta potential, wherein the cubic or layered particles are selected from the group consisting of zeolites, aluminas, and silicas.

Abstract: This invention relates to a cleaning device comprising a cleaning composition and a substrate. The cleaning composition comprises an absorbent particulate, a binding agent, and optionally, a thickening agent. The cleaning composition may be applied to a substrate, such as a textile substrate, by applying the composition to at least one portion of the surface of the substrate or by incorporating the composition throughout the substrate. The absorbent particulate generally exhibits a high affinity for particles, color, grease, oil, and other staining materials and is a soft material which allows for gentle cleaning of most surfaces without detrimentally abrading and scratching soiled surfaces. The absorbent particulate also serves as an indicator providing a visual cue of its cleaning efficacy and may be used in either a wet or dry state.