Abstract: A method for producing sterile solution product bags includes positioning a manifold assembly onto a filling machine. The manifold assembly includes a plurality of bags, a first filter, and a connection line in fluid communication with the first filter. Each of the plurality of bags includes a bladder and a stem in fluid communication with the bladder and with the connection line. The method includes activating a pump and at least partially filling one or more of the bladders by pumping fluid through the feed line, the first filter, and the connection line. The method includes sealing the stem of each of the filled product bags at a location between the connection line and the bladder, thereby creating one or more at least partially filled and sealed product bags. The method includes separating each of the at least partially filled and sealed product bags from the connection line.

Abstract: An equipment housing assembly removably securable to a hi-rail vehicle operable to advance along first and second rails of a railroad track includes a housing that houses and/or supports at least one rail sensor. The at least one rail sensor is operable to sense at least one property of at least one of the first and second rails as the hi-rail vehicle advances along the first and second rails. The at least one rail sensor is advanceable from a retracted configuration relative to the equipment housing to a deployed configuration relative to the equipment housing to sense the at least one property of at least one of the first and second rails. A power distribution system is removably and electrically connectable to a power source in the hi-rail vehicle. A control system is communicatively coupled the at least one sensor to control operation thereof and communicate sensor data therefrom.

Abstract: A method of moulding a receptacle is described. The method comprises providing a mould, providing a partially formed receptacle within the mould, providing an expandable member (in a first configuration) within the partially formed receptacle, moving the expandable member (in the first configuration) into contact with a base of the partially formed receptacle such that the expandable member deforms toward a periphery of the base of the partially formed receptacle, and inserting fluid into the expandable member to expand the expandable member from the first configuration to a second configuration more expanded than the first configuration so as to urge the partially formed receptacle against an inner surface of the mould during a process to form the receptacle from the partially formed receptacle.

Abstract: A machine transmits a message to one or more client devices indicated in a destination tag of the message to configure the one or more client devices to display the message. The machine determines that a client device of the one or more client devices is not connected to a local network that includes a computing node configured to create a message pipe. The machine creates the message pipe from a server to the client device upon the client device joining a video conference in response to determining that the client device is not connected to the local network. The message pipe transmits the message to the client device upon a latter of the client device joining the video conference or accessing the message at the server.

Abstract: An expandable member for use in moulding a receptacle in a cavity of a mould includes a neck portion, a main body portion, and a base portion. The neck portion defines an opening of the expandable member, and the neck portion has a first width. The main body portion is proximal to the neck portion, and has a second width different to the first width. The base portion is located at an opposite end of the main body portion to the neck portion, and has a third width greater than the second width.

Abstract: In one aspect, a system includes a wireless communication device; and an interactive electronic device. The wireless communication device includes a wireless communication circuitry; a memory; and a first processor configured to access identifiers associated with the wireless communication device and transmit a message including the identifiers via the wireless communication circuitry.

Abstract: This disclosure relates to a method of identifying or producing an aptamer capable of binding to at least two target analyte variants, the method comprises generating a mixture of systematic evolution of ligands by exponential enrichment (SELEX)-selected aptamers by at least one-round of SELEX with a SELEX-compatible aptamer pool against the at least two target analyte variants in parallel or sequentially, sequencing the mixture of SELEX-selected aptamers that form complexes with each of the at least two target analyte variants by high-throughput sequencing, aligning the mixture of SELEX-selected aptamers that form complexes with each of the at least two target analyte variants by sequence alignment analysis, and identifying or producing the aptamer capable of binding to the at least two target analyte variants. Aptamers thereof and uses of the aptamers thereof are also disclosed.

Abstract: A stent graft delivery system for delivering an aortic prosthetic device includes a handle, an internal lead screw assembly within a track of a handle body of the handle, a lead screw nut that extends about the handle body and threadable engaged with the threaded portion of the internal lead screw assembly, a support member fixed to the handle body, a sheath extending about a portion of the support member and fixed to the internal lead screw assembly, and a hemostasis valve about the supporting member and between the sheath and the lead screw assembly.

Abstract: A computer-implemented method for remote operation of one or more weighbridges. The method comprises: receiving, at a user terminal comprising a display: weight signaling from a weighbridge, the weight signaling indicative of a weight of a load present on the weighbridge; and image signaling from an image capture device located at the weighbridge, the image signaling indicative of a real-time image of the weighbridge captured by the image capture device; displaying, on the display, a weighbridge use indicator indicative of the weight present on the weighbridge in dependence on the weight signaling and a real-time image of the weighbridge in dependence on the image signaling; receiving, from the user terminal, control signaling indicative of an operator user input to control an operation element of the weighbridge; and in response to receiving the control signaling, controlling the operation element according to the control signaling.

Abstract: Systems, devices, and methods for training a machine learning model and classifying encoded data include an exemplary method that includes: receiving first training data, by a variational autoencoder (VAE) comprising a probabilistic encoder and a probabilistic decoder; and encoding the first training data, by the probabilistic encoder, to generate encoded data in an embedding space; decoding the encoded data, by the probabilistic decoder, to generate decoded data; computing a loss function, comprising a hinge-loss term, based on the decoded data and the encoded data; and adjusting one or more parameters of the VAE based on the computed loss function including the hinge-loss term. The exemplary method may include classifying, by a linear support vector machine (SVM), the encoded data in the embedding space wherein classifying comprises determining the hyperplane in the embedding space separating the first class of the encoded data from the second class of the encoded data.

Abstract: A method comprises: instructing a leader drone in a drone swarm to move to a first position; instructing a first follower drone in the drone swarm to move to a second position; instructing a first camera of the leader drone to record, while the leader drone is in the first position, a first video of an object; instructing a second camera of the first follower drone to record, while the first follower drone is in the second position, a second video of the object; wirelessly receiving the first video from the leader drone; wirelessly receiving the second video from the first follower drone; stitching together the first video and the second video to obtain a master video; and performing motion capture on the master video to obtain motion data of the object.

Abstract: An image capture device with processors can execute a set of instructions stored in the system memory to: receive a plurality of time-sequenced images of the animal from the digital image sensor; determine, using an artificial intelligence module, a first birth in process from a first subset of images of the plurality of time-sequenced images of the animal; and determine an interval of time lapse between the first birth in process from the first subset of images of the plurality of time-sequenced images of the animal and a next birth in process from the next subset of images of the plurality of time-sequenced images of the animal, as determined using the artificial intelligence module, and when the interval of time lapse between the first birth in process and the next birth in process exceeds a predetermined amount trigger an action from an alert trigger.

Abstract: A method may include generating current and voltage (I-V) data of a photovoltaic (PV) panel at a plurality of predetermined time intervals during operation of the PV panel. The method may also include generating environmental data of a site of the PV panel at the plurality of predetermined time intervals. In addition, the method may include generating I-V characteristic data based on the I-V data and the environmental data. The I-V characteristic data may be representative of actual operating performance of the PV panel over a predetermined period of time corresponding to a duration of the predetermined time intervals.

Abstract: A user question can be classified into topics and mapped to appropriate static and/or dynamic content related to the user and/or question. This data can then be collectively provided to a large language model in order to generate a suitable response, which may include, for example, summarization, rephrasing, analysis, and the like, as well as executable code for dynamically presenting content of the response to the user and/or functionally adapting a user platform according to the response.

Abstract: An apparatus or kit for a respiratory support system for delivering humidified gas to a user or patient. The apparatus comprising a humidifier chamber in pneumatic communication with a gases source, an inspiratory conduit in pneumatic communication with the humidifier chamber downstream of the humidifier chamber, a filter that is in pneumatic communication with the inspiratory conduit downstream of the inspiratory conduit, and a patient interface for delivering humidified gas to a user or patient, wherein the patient interface is in pneumatic communication with the filter downstream of the filter, or is configured to be placed in pneumatic communication with the filter downstream of the filter.

Abstract: A wireless communication device such as a payment reader has a wireless communication interface and is able to establish wireless pairing with an interactive electronic device such as a merchant device running a point of sale application. In order to establish pairing, the wireless communication device accesses an identifier. The identifier is transmitted to the interactive electronic device via the wireless communication interface, and the interactive electronic device sends the identifier to a pairing server. The pairing server retrieves a passkey based on the identifier and sends the retrieved passkey to the interactive electronic device via a secure connection. The wireless communication device and the interactive electronic device establish wireless pairing based on the retrieved passkey.

Abstract: A connector assembly (10) is disclosed in which a connector part (12) and a cable manager part (20) are provided. The cable manager part (20) can be provided with a rear housing (40), a lacing fixture part (30), and a grounding part (50). In one aspect, the grounding part (50) provides grounding contact between an inserted cable (4) and the connector part (12). In one aspect, the grounding part (50) secures the connector part (12) to the rear housing part (40). In one example, a connector assembly (110) is provided with a grounding arrangement (150) including a plurality of deflectable grounding members (152) and provides grounding contact between the inserted cable (4) and the connector part (112). In one aspect, the grounding members (152) each provide two points of contact against the cable (4).

Abstract: A communications network enabling a plurality of entities to obtain digital information from one another, which communications network includes a plurality of systems which are mutual peers on the network configured and arranged to operate as agents for respective entities, wherein the plurality of such agents includes a first agent for a first said entity requiring an item of said digital information and a second agent for accessing the information item, and wherein said first and second agents have individual policies defining standards for their management of said digital information and a common operating protocol whereby: said first entity initiates an information exchange process by entering a request for the required information item on the first agent, the first agent connects to the second agent and the first and second agents then engage in a conversation in which they request and exchange germane data.

Abstract: A connector arrangement includes a plug nose body; a printed circuit board positioned within a cavity of the plug nose body; and a plug cover that mounts to the plug nose body to enclose the printed circuit board within the cavity. The printed circuit board includes a storage device configured to store information pertaining to the electrical segment of communications media. The plug cover defines a plurality of slotted openings through which the second contacts are exposed. A connector assembly includes a jack module and a media reading interface configured to receive the plug. A patch panel includes multiple jack modules and multiple media reading interfaces.

Abstract: Images capture an object that a person in a frictionless store is looking at. A user interface is automatically initiated on a device identified as the object. If the person is holding an item, the user interface is automatically placed in a state that displays the item details and pricing within the user interface and provides a link to all item descriptions in possession of the user within the frictionless store along with a running price total of all the items. If the person is not holding any item, the user interface is automatically placed in a state that displays item details and pricing within the user interface to all item descriptions in possession of the user within the frictionless store along with a running price of all items.