Abstract: Connectors and methods for contactless transfer of fluid between containers are disclosed. According to an aspect, a connector includes a body that defines a first end, a second end, and a passageway that extends between the first end and the second end, wherein the first end and second end are configured to attach to a first container and a second container, respectively. The passageway provides a pathway between the first and second containers when the first and second containers are attached to the first and second ends, respectively. Further, the connector includes an opener configured to engage and open the first container for release of a fluid from within the first container through the passageway and into the second container when the first and second containers are attached to the first and second ends, respectively.

Abstract: A pet vestibule configured for being attached to a door and to either swing open with the door or to be removably installed so the vestibule can be released from the interior side of the door before the door is opened, and the door can swing freely. The vestibule can then be rolled out of the doorway. The vestibule provides a protected shelter area for pets and animals to come and go into a structure without the need for human assistance, while also inhibiting rain, snow, and other inclement weather from entering the structure through the pet door.

Abstract: Aspects of the present technology comprise a positioning and stabilising structure to hold a seal-forming structure in a therapeutically effective position on a head of a patient. The seal-forming structure may be constructed and arranged to form a seal with a region of the patient's face surrounding an entrance to the patient's airways for sealed delivery of a flow of air at a therapeutic pressure of at least 4 cmH2O with respect to ambient air pressure throughout the patient's respiratory cycle in use. The positioning and stabilising structure may comprise at least one gas delivery tube to deliver the flow of air to the entrance of a patient's airways via the seal-forming structure. The positioning and stabilising structure may comprise an adjustment mechanism for adjustment of a length of the at least one gas delivery tube to enable the positioning and stabilising structure to fit different size heads.

Abstract: In general, the present invention is directed to a metal-organic framework (MOF) for use in removing liquid phase compounds, in particular anionic and cationic species, as well as a combination of anionic and cationic species, from a liquid or liquid stream. In addition, the present invention is directed to various methods or processes for utilizing the MOF to remove such compounds from a liquid or liquid stream, such as an industrial process stream, and for using the MOF at elevated temperatures.

Abstract: In some examples, an array sensor temperature control system is provided. The system may include an array sensor for generating a two-dimensional image, the two-dimensional image including a plurality of pixels or cells indicative of a temperature of a monitored component; a controller for controlling a heating or cooling device to adjust the temperature of the monitored component; and an array sensor controller activated by a power source and being in communication with the array sensor and controller.

Abstract: The present invention relates to the field of adoptive cell therapy (ACT), particularly to a method for conditioning a subject for treatment with a medicament comprising regulatory T cells (Tregs), the method comprising administering a low dose of anti-thymocyte globulin (ATG) to the subject about 8 weeks or less before administration of the medicament.

Abstract: In examples, a method comprises receiving input from a first user relating to a first variable of a first portion of a road network, determining first semantic data associated with the first variable, determining the absence of a lock for the first portion based on the first semantic data, and causing a first lock to be implemented for the first portion based on the first semantic data. The first lock in examples indicates that users other than the first user are to be prevented from making changes to a first set of variables of the first portion that are associated with the first semantic data.

Abstract: Techniques are provided herein. The techniques can include obtaining current context data and determining a contextually-determined action based on the obtained context data and a reasoning model. The reasoning model may have been determined based on one or more sets of training data. The techniques may cause performance of the contextually-determined action and, potentially, receiving an indication that performing the contextually-determined action in the current context resulted in an anomaly. The techniques include determining a portion of the reasoning model that caused the determination of the contextually-determined action based on the obtained context data and causing removal of the portion of the model that caused the determination of the contextually-determined action, to produce a corrected reasoning model. Subsequently, second context data is obtained, a second action is determined based on that data and the corrected reasoning model, and the second contextually-determined action can be performed.

Abstract: The present disclosure provides systems and techniques for authenticating biometric data while protecting user privacy. Aspects of the present disclosure include collecting biometric query data at a biometric sensor of the gun, generating a set of query features from the biometric query data, each query feature of the set of query features including a first number of dimensions, generating a projection matrix, each element of the projection matrix being drawn independently from an identical distribution having zero mean and unit variance, transforming the set of query features into a transformed set of query features according to the projection matrix, retrieving a transformed set of enrollment features from memory of the gun, identifying a data match based on the transformed set of query features and the transformed set of enrollment features satisfying a similarity threshold, and unlocking the gun in response to the identifying the data match.

Abstract: Novel compounds of the structural formula (I), and the pharmaceutically acceptable salts thereof, are inhibitors of Nav1.8 channel activity and may be useful in the treatment, prevention, management, amelioration, control and suppression of diseases mediated by Nav1.8 channel activity. The compounds of the present invention may be useful in the treatment, prevention or management of pain disorders, cough disorders, acute itch disorders, and chronic itch disorders.

Abstract: Various aspects disclosed relate to a method of creating a manifest record for an outgoing electronic communication. The method includes identifying at least one document to be sent with the outgoing electronic communication, receiving a message comprising unstructured text to be inserted into the outgoing electronic communication, generating a manifest record for attachment to the outgoing electronic communication, attaching the at least one document and the manifest record to the outgoing electronic communication, and sending the outgoing electronic communication with the document and the manifest record attached. The manifest record includes structured data specifying the document type and the message type, wherein generating the manifest record includes assigning the message type associated with the message and the document type associated with the at least one document to the manifest record.

Abstract: A method of analyzing a sample imaged by electron backscatter diffraction. The method comprises identifying a plurality of Kikuchi bands in an electron backscatter diffraction image of a position on the sample. The method further comprises forming, for each identified Kikuchi band, a respective vector representation of said Kikuchi band based at least in part on an estimate of the position on the sample. A configuration of the sample is determined by identifying a particular set of expected vector representations from a plurality of sets of expected vector representations as matching the vector representations of the plurality of identified Kikuchi bands.

Abstract: The present disclosure provides systems and techniques for determining whether a user is holding a gun. The gun may include a sensor, such as a laser proximity sensor, a capacitive proximity sensor, a load cell, an accelerometer, or a biometric sensor, and the gun may determine whether a user is holding the gun based on an output generated by the sensor. A processor housed in the gun may identify activation of a proximity sensor, determine that a user is holding the gun based on the activation of the proximity sensor, and perform an action in response to determining that the user is holding the gun. The action performed by the processor may include performing a boot procedure, performing a health check procedure, visually indicating state information about the gun, audibly indicating state information about the gun, or tactilely indicating state information about the gun.

Abstract: A dispenser includes a front panel that can be opaque, and a body that includes a sidewall extending from a rear wall. Further, the front panel is coupled to the body and an interior cavity is formed therebetween. The sidewall includes an illuminating portion and a viewing portion. The illuminating portion is translucent and the viewing portion is transparent. The viewing portion is located between the front panel and the rear wall and the viewing portion and the illuminating portion indicate a refill status.

Abstract: Systems and methods are described herein for novel uses and/or improvements for designing user-specific interfaces using machine learning models. When a request to display certain data by an application is received, an application token and a user token may be retrieved and input into a machine learning model to obtain a prediction of a pre-defined user-application interface configuration. A user interface token for the application may then be generated. The user interface token may indicate user interface settings/configuration desired/preferred by a user. The user interface token may then be sent to the application to cause the application to display the data using user interface configurations within the user interface token.

Abstract: Systems and methods are described herein for novel uses and/or improvements for designing user-specific interfaces using machine learning models. When a request to display certain data by an application is received, an application token and a user token may be retrieved and combined into a consolidated token. The consolidated token may be input into a machine learning model to obtain a user interface token for an application. The user interface token may indicate user interface settings/configuration desired/preferred by a user. The user interface token may then be sent to the application to cause the application to display the data using user interface configurations within the user interface token.

Abstract: An X-ray tomography sample changing hardware including a support bracket configured to attach to an X-ray tomography support; a mounting arm attached to the support bracket, the mounting arm having a beam, at least one slot formed in the beam, the at least one slot including a mouth configured to receive a sample stage; the sample stage including a body having an axis with an upper portion and a lower portion axially opposite the upper portion; the lower portion configured to mate with a receiver on a sample manipulator for an X-ray tomography machine; and multiple chambers formed in the body and aligned axially between the upper portion and the lower portion, each of the multiple chambers including a mounting feature configured to support a part within each of the multiple chambers.

Abstract: A method of decoding a plurality of coding units from a bitstream to produce an image frame, the coding units being the result of decompositions of coding tree units, the plurality of coding units forming one or more contiguous portions of the bitstream. The method comprises determining a subdivision level for each portion of the bitstream, each subdivision level being applicable to the coding units of the respective contiguous portion of the bitstream; decoding a quantisation parameter delta for each of a number of areas, each area based on decomposition of coding tree units into coding units of each contiguous portion of the bitstream and the corresponding determined subdivision level; determining a quantisation parameter for each area according to the decoded delta quantisation parameter for the area and the quantisation parameter of an earlier coding unit of the image frame; decoding using the determined quantisation parameter of each area.

Abstract: Provided is an approach for knowledge distillation based on exporting Principal Components approximations (e.g., Bregman representations) of one or more layer-wise representations of the teacher model. In particular, the present disclosure provides an extension to the original Bregman PCA formulation by incorporating a mean vector and orthonormalizing the principal directions with respect to the geometry of the local convex function around the mean. This extended formulation allows viewing the learned representation as a dense layer, thus casting the problem as learning the linear coefficients of the compressed examples, as the input to this layer, by the student network. Example empirical data indicates that example implementations of the approach improve performance when compared to typical teacher-student training using soft labels.