Abstract: A container filling valve may include a shuttle and a drive sleeve that are magnetically coupled. Movement of the drive sleeve may move the shuttle from a position in which the filling valve is closed to a position in which the filling valve is open. A container handling arm may include a distal end configured to hold a container and a proximal end that includes a load cell. A low flow setpoint system may be configured to arrest closing of a filling valve when that filling valve is partially closed. A pressure control system may be configured to maintain a desired pressure in a reservoir or in a flow path from that reservoir. A product recirculation system may be configured to adjust flow rate in the product recirculation system.

Abstract: Per- and polyfluoroalkyl substances (PFAS) are destroyed by oxidation in supercritical conditions. PFAS in water can be concentrated and prepared for destruction in a pretreatment phase. Following annihilation of the PFAS in supercritical conditions to levels below 5 parts per trillion (ppt), the water effluent can be used to recover heat, returned to sub-critical conditions, and then released back into the environment.

Abstract: A container filling valve may include a shuttle and a drive sleeve that are magnetically coupled. Movement of the drive sleeve may move the shuttle from a position in which the filling valve is closed to a position in which the filling valve is open. A container handling arm may include a distal end configured to hold a container and a proximal end that includes a load cell. A low flow setpoint system may be configured to arrest closing of a filling valve when that filling valve is partially closed. A pressure control system may be configured to maintain a desired pressure in a reservoir or in a flow path from that reservoir. A product recirculation system may be configured to adjust flow rate in the product recirculation system.

Abstract: An additive manufacturing system is disclosed for use in fabricating a structure. The additive manufacturing system may include a support, and a print head configured to discharge a material and being operatively connected to and moveable by the support in a normal travel direction during material discharge. The print head may include a module located at a trailing side of the discharging material relative to the normal travel direction and being configured to compact the material and expose the material to a cure energy at a tool center point.

Abstract: The present disclosure relates to a silicon nanoparticle that includes a core of silicon having an outer surface that includes *SiH3-xRx, where *Si is a silicon atom on the outer surface of the core, the first layer covers at least a portion of the outer surface, R is a ligand that includes at least one of —O—R?, —C—R?, —N—R?, —Si—R?, and/or —S—R?, and R? is a functional group that includes at least one of carbon, oxygen, nitrogen, hydrogen, sulfur, and/or phosphorus.

Abstract: A system is disclosed for additively manufacturing a composite structure. The system may include a support, and a print head connected to and moveable by the support. The system may also include an encoder configured to generate a signal indicative of an amount of material passing through the print head, and a controller in communication with the encoder. The controller may be configured to selectively implement a corrective action in response to the signal.

Abstract: Trimming unused blocks from a versioned image backup of a source storage that is stored in a sparse storage. In one example embodiment, a method may include identifying a versioned image backup that is stored in a sparse storage. The sparse may store first and second versions of the versioned image backup representing states of the source storage at successive first and second points in time, respectively. The method may further include deleting the first version, identifying a first set of blocks that were allocated in the source storage at the second point in time, identifying a second set of blocks that are allocated in the sparse storage for the second version, determining a third set of blocks that are included in the second set of blocks but are not included in the first set of blocks, and trimming the third set of blocks from the second version.

Abstract: A method of generating an outcome for a sporting event is disclosed herein. A computing system retrieves tracking data from a data store. The computing system generates a predictive model using a deep neural network. The one or more neural networks of the deep neural network generates one or more embeddings comprising team-specific information and agent-specific information based on the tracking data. The computing system selects, from the tracking data, one or more features related to a current context of the sporting event. The computing system learns, by the deep neural network, one or more likely outcomes of one or more sporting events. The computing system receives a pre-match lineup for the sporting event. The computing system generates, via the predictive model, a likely outcome of the sporting event based on historical information of each agent for the home team, each agent for the away team, and team-specific features.

Abstract: A method of generating an outcome for a sporting event is disclosed herein. A computing system retrieves tracking data from a data store. The computing system generates a predictive model using a deep neural network. The one or more neural networks of the deep neural network generates one or more embeddings comprising team-specific information and agent-specific information based on the tracking data. The computing system selects, from the tracking data, one or more features related to a current context of the sporting event. The computing system learns, by the deep neural network, one or more likely outcomes of one or more sporting events. The computing system receives a pre-match lineup for the sporting event. The computing system generates, via the predictive model, a likely outcome of the sporting event based on historical information of each agent for the home team, each agent for the away team, and team-specific features.

Abstract: A container filling valve may include a shuttle and a drive sleeve that are magnetically coupled. Movement of the drive sleeve may move the shuttle from a position in which the filling valve is closed to a position in which the filling valve is open. A container handling arm may include a distal end configured to hold a container and a proximal end that includes a load cell. A low flow setpoint system may be configured to arrest closing of a filling valve when that filling valve is partially closed. A pressure control system may be configured to maintain a desired pressure in a reservoir or in a flow path from that reservoir. A product recirculation system may be configured to adjust flow rate in the product recirculation system.

Abstract: A container filling valve may include a shuttle and a drive sleeve that are magnetically coupled. Movement of the drive sleeve may move the shuttle from a position in which the filling valve is closed to a position in which the filling valve is open. A container handling arm may include a distal end configured to hold a container and a proximal end that includes a load cell. A low flow setpoint system may be configured to arrest closing of a filling valve when that filling valve is partially closed. A pressure control system may be configured to maintain a desired pressure in a reservoir or in a flow path from that reservoir. A product recirculation system may be configured to adjust flow rate in the product recirculation system.

Abstract: A method for implementing an interface terminology is described, the interface terminology comprising concepts and descriptions, a description being an alternative way to express a concept. The interface terminology also may include a plurality of domains, wherein each concept is unique within a domain. The method may include the steps of: storing a plurality of concepts in a database; storing a plurality of descriptions in a database; linking each description to a respective concept; storing an external code set in a database, the external code set comprising a plurality of external codes; and mapping an external code to a concept. The steps may occur via database table mapping. The method also may include deploying a front-end file, the front-end file comprises a link between the descriptions and the external code set.

Abstract: A method for implementing an interface terminology is described, the interface terminology comprising concepts and descriptions, a description being an alternative way to express a concept. The interface terminology also may include a plurality of domains, wherein each concept is unique within a domain. The method may include the steps of: storing a plurality of concepts in a database; storing a plurality of descriptions in a database; linking each description to a respective concept; storing an external code set in a database, the external code set comprising a plurality of external codes; and mapping an external code to a concept. The steps may occur via database table mapping. The method also may include deploying a front-end file, the front-end file comprises a link between the descriptions and the external code set.

Abstract: A method for implementing an interface terminology is described, the interface terminology comprising concepts and descriptions, a description being an alternative way to express a concept. The interface terminology also may include a plurality of domains, wherein each concept is unique within a domain. The method may include the steps of: storing a plurality of concepts in a database; storing a plurality of descriptions in a database; linking each description to a respective concept; storing an external code set in a database, the external code set comprising a plurality of external codes; and mapping an external code to a concept. The steps may occur via database table mapping. The method also may include deploying a front-end file, the front-end file comprises a link between the descriptions and the external code set.