Abstract: In one approach, a method includes: receiving a reference login event input from a user, the reference login event input being associated with a first session of the user logging into an account; receiving a new login event input from the user, the new login event input being associated with a second session of the user logging into the account; accessing a machine learning model, wherein the machine learning model is trained using data selected based on a similarity of behavior between different users; and authenticating, with the machine learning model, the user for the account, based at least in part on the reference login event input and the new login event input. In examples, the reference and new login event inputs comprise one or more items of biometric data generated by interaction of the user in a web environment and/or a mobile environment for logging into the account.

Abstract: The present solution provides a digital first responder cut loop. The present solution can include a system comprising a control unit executing instructions and configured to generate a signal through a harness of an electric vehicle. The signal can be indicative of a state of a cut loop of the electric vehicle. The control unit can be electrically connected to restraint control module and a battery pack associated with the electric vehicle. The controller can be configured to detect an event associated with the vehicle or a change in the signal above a threshold level. The controller can be configured to, responsive to the detection of one of the event or the change in the signal, facilitate electrical disconnection of the restraint control module of the electric vehicle or the battery pack of the electric vehicle.

Abstract: Embodiments herein describe spectroscopy systems that provide frequency, amplitude, and power-stabilized light to a vapor cell. An optical signal can be split into two optical paths where a first optical path includes an AOM to perform frequency and amplitude modulation to generate a pump optical signal and a second optical path that includes a variable optical attenuator (VOA) for generating a probe optical signal. These optical signals can then be provided into a vapor cell (also referred to as a gas cell) to perform spectroscopy.

Abstract: A method for predicting an incoming rotational balance of an unfinished workpiece includes obtaining image data of the unfinished workpiece, generating a virtual representation of the unfinished workpiece based on the image data, segmenting the virtual representation into one or more target meshes, determining one or more parameters of the one or more target meshes, where the one or more parameters comprise a volume, a center of gravity, or a combination thereof, and determining a balance metric of the unfinished workpiece based on the one or more parameters and a balance prediction model.

Abstract: The present solution provides a digital first responder cut loop. The present solution can include a system comprising a control unit executing instructions and configured to generate a signal through a harness of an electric vehicle. The signal can be indicative of a state of a cut loop of the electric vehicle. The control unit can be electrically connected to restraint control module and a battery pack associated with the electric vehicle. The controller can be configured to detect an event associated with the vehicle or a change in the signal above a threshold level. The controller can be configured to, responsive to the detection of one of the event or the change in the signal, facilitate electrical disconnection of the restraint control module of the electric vehicle or the battery pack of the electric vehicle.

Abstract: A computing platform may be configured with technology for presenting information about a given runtime session of a given client application in the form of a timeline view comprising a time-sorted listing of line items for log events recorded during the given runtime session, wherein each log event's line item includes (i) timing information, (ii) a textual descriptor log event, and (iii) an indication of one or more contextual values associated with the respective log event.

Abstract: A client device installed with a client application comprising a configurable rules engine may be configured to (i) receive configuration data for a given rule related to the client application's observability behavior that comprises (a) a trigger event and (b) a set of one or more actions, (ii) based on the received configuration data, configure the configurable rules engine of the client application to execute the given rule, and (iii) initiate a runtime session of the client application during which the configurable rules engine of the client application executes the given rule by (a) monitoring for the trigger event, (b) while monitoring for the trigger event, detecting an occurrence of the trigger event, and (c) based on detecting the occurrence of the trigger event, causing the set of one or more actions to be carried out.

Abstract: A client device installed with a client application having a graphical user interface (GUI) may be configured to (i) at a given time during a runtime session of the client application, identify a set of GUI elements within the GUI of the client application that is to be represented in a generic visualization of the GUI, (ii) generate a dataset that encodes the generic visualization of the GUI, wherein the generated dataset comprises a respective data structure for each GUI element in the identified set that encodes information for rendering a generic representation of the GUI element, and (iii) after generating the dataset that encodes the generic visualization of the GUI, transmit the generated dataset that encodes the generic visualization of the GUI to a back-end platform associated with a provider of the client application.

Abstract: A device for aseptic delivery of biological material from a vial includes a tubular barrel, a filter assembly, and a dispersion assembly. The dispersion assembly is at least partially disposed within the tubular barrel. The dispersion assembly includes a dispersion element, a piston, and a one-way valve. The dispersion element is in fluid communication with the vial to disperse the biological material from the vial. The piston is disposed at the distal end of the dispersion assembly and is in sealing contact with the tubular barrel. The one-way valve forms a fluid passageway in fluid communication with the dispersion element and the tubular barrel. The one-way valve is configured to allow a flow of the dispersed biological material from the dispersion element, through the fluid passageway, and into the tubular barrel, and to prevent a flow of the dispersed biological material from the tubular barrel into the dispersion assembly.

Abstract: Methods and systems are provided to generate instructions and share video content following an impact event. They include detecting an impact event associated with a vehicle and transmitting a request to at least one video recording device within an area of interest from the vehicle. They further include receiving video content captured within a time period around the impact event from at least one video recording device. Methods and systems are also provided to generate useful information following an impact event including detecting an impact event associated with a vehicle and determining one or more contextual parameters associated with the impact event. They further include generating display content based on the one or more contextual parameters and displaying the generated display content on a screen within the vehicle.

Abstract: Methods and systems for improving resource content mapping for an electronic learning system. The methods can include: receiving, by the electronic learning system, a resource for satisfying at least one learning objective of the one or more learning objectives, the resource comprising a content having a content data convertible into a text data and one or more resource property fields defining at least one characteristic of the resource; sectioning the content data into one or more content portions based on an analysis of at least one of the content data and the one or more resource property fields; and assigning at least one content portion of the one or more content portions to at least one learning objective.

Abstract: Examples are disclosed herein that relate to vehicles, composite parts, and methods for forming a composite part for a vehicle. In one example, a vehicle comprises a composite part comprising a skin comprising one or more material layers. The composite part further comprises a stiffener comprising one or more material layers, wherein the stiffener comprises a flange and a web. The composite part also includes an additively manufactured sub-structure positioned between at least a portion of the skin and at least a portion of the stiffener. The additively manufactured sub-structure comprises at least one flange portion, at least one radius, and at least one radius filler. A polymer matrix is co-infused within the skin, the stiffener, and the additively manufactured sub-structure.

Abstract: A prosthetic or robot part (500) is described, including at least one phalange member (532) pivotally coupled to a base (509) at a pivot axis; and a drive assembly to selectively move the phalange member about the pivot axis along a flexion/extension plane between an open position and a closed position. The drive assembly includes a drive element (512) coupled to an actuator (506) and a driven element (514) coupled to the phalange member; wherein the driven element (514) is decouplable from the drive element (512) when the phalange member is caused to move in a first rotational direction about the pivot axis by an external force.

Abstract: This disclosure describes compounds of Formula (I), stereoisomers, side compounds thereof, pharmaceutical compositions and methods of manufacturing such compounds, using silylation reagents and producing compositions and products made using such methods. More particularly, this disclosure describes manufacture of trofinetide and side products, compositions and products containing such compounds, for pharmaceutical uses to treat neurodegenerative or neurodevelopmental disorders.

Abstract: The present application relates to aqueous compositions for controlling a plant disease caused by a phytopathogenic organism, to methods of preparing such compositions and to uses of such compositions, for example for controlling a plant disease caused by a phytopathogenic organism. The aqueous compositions comprise copper ions, phosphorous acid and/or a salt thereof and an effective amount of an amine selected from an alkylamine, an alkanolamine and mixtures thereof. The pH of the compositions is from about 6 to about 10.

Abstract: The present invention relates to novel compounds and methods for the manufacture of inhibitors of deubiquitylating enzymes (DUBs). In particular, the invention relates to the inhibition of ubiquitin C-terminal hydrolase 30 or ubiquitin specific peptidase 30 (USP30).

Abstract: A fuel tank comprises an interior wall, a sump, and a baffle that comprises a center fitting, a full-length containment petal, a partial-length containment petal, a dump tube. The full-length containment petal comprises a full-length side edge, extending radially outward from the center fitting. The partial-length containment petal comprises a partial-length side edge, extending radially outward from the center fitting. The dump tube is connected to the sump. The full-length side edge of the full-length containment petal is longer than the partial-length side edge of the partial-length containment petal. All of the partial-length side edge of the partial-length containment petal is attached to a linear portion of the full-length side edge of the full-length containment petal.

Abstract: Embodiments herein describe spectroscopy systems that use an unmodulated reference optical signal to mitigate noise, or for other advantages. In one embodiment, the unmodulated reference optical signal is transmitted through the same vapor cell as a modulated pump optical signal. As such, the unmodulated reference optical signal experiences absorption by the vapor, which converts laser phase noise to amplitude noise like the other optical signals passing through the vapor cell. In one embodiment, the unmodulated reference optical signal has an optical path in the gas cell that is offset (or non-crossing) from the optical path of the modulated pump optical signal. The unmodulated reference optical signal allows removal or mitigation of the noise on the other optical signal.

Abstract: A patient interface for delivery of a supply of pressurised air or breathable gas to an entrance of a patient's airways comprising: a cushion member that includes a retaining structure and a seal-forming structure permanently connected to the retaining structure; a frame member attachable to the retaining structure; and a positioning and stabilising structure attachable to the frame member.

Abstract: The disclosure concerns phosphorus compounds of formula (I), (II) and (III) and methods of synthesising these compounds. The phosphorus compound can be a cyclic phosphorus compound. The method comprises reacting a compound having two Michael acceptor groups with a hypophosphite ester, acid, salt or solvate thereof and an optional organosilicon compound. The diene can be a cyclodiene.