Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for predicting a structure of a protein that comprises a plurality of amino acid chains using a protein structure prediction neural network, where each chain comprises a respective sequence of amino acids. In one aspect, a method comprises: receiving a network input for the protein structure prediction neural network, wherein the network input characterizes the protein; processing the network input characterizing the protein using the protein structure prediction neural network to generate a network output that characterizes a predicted structure of the protein; and determining the predicted structure of the protein based on the network output.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for determining a predicted structure of a protein that is specified by an amino acid sequence. In one aspect, a method comprises: obtaining a multiple sequence alignment for the protein; determining, from the multiple sequence alignment and for each pair of amino acids in the amino acid sequence of the protein, a respective initial embedding of the pair of amino acids; processing the initial embeddings of the pairs of amino acids using a pair embedding neural network comprising a plurality of self-attention neural network layers to generate a final embedding of each pair of amino acids; and determining the predicted structure of the protein based on the final embedding of each pair of amino acids.

Abstract: A method, to navigate a video editing project within a video editing application, includes storing a project timeline comprising a plurality of media content items arranged in a chronological sequence, the project timeline having a start time and an end time; causing presentation of a first tool interface, the first tool interface comprising: a video editing canvas for playback of the project timeline; a plurality of tools to enable respective video editing functions; and a plurality of indicia representing the respective plurality of media content items; detecting activation of a first indicium associated with a first media content item of the plurality of media content items; and advancing the playback of the project timeline to a chronological location corresponding to the location of the first media content item within the project timeline.

Abstract: A mission monitor for planning non-scheduled flight plan operations during a flight such that a user or the system may direct the aircraft to a safe position if the pilot or aircraft cease to perform as planned. Upon user selection or a triggering event the mission monitor may select and cause the aircraft to fly a determined best course of action at any particular point inflight. The mission monitor may remotely and wirelessly receive flight, pilot, aircraft, and operator information. In some implementations mission monitor features may be distributed between individual modules. In one embodiment the system determines current aircraft configuration against an expected aircraft configuration to detect configuration errors, and then utilize configuration errors and error trends to manage aircraft configuration and mission operation. The system may divert the aircraft to the best available landing sites or reconfigure the aircraft to resolve configuration errors.

Abstract: An apparatus, system, and method for charging an artificial-reality headset and one or more controllers using a mechanically-stable, yet slim/lightweight design, is provided. The charging apparatus in one example includes a racetrack-shaped weighted base that includes a top surface and a bottom surface. An elongated cradle is mounted to the elongated base and is positioned entirely above the top surface of the racetrack-shaped weighted base. The elongated cradle includes metal contacts configured to engage with metal contacts of the headset and at least charge the headset. A first and a second controller dock are also mounted to the elongated base and are positioned entirely above the top surface of the racetrack-shaped weighted base. The controller docks are configured for wirelessly charging a first and a second controller.

Abstract: A method of identifying a particular mask for a patient for use in delivering a flow of breathing gas to the patient is carried out by first receiving a 2-D frontal image of the patient. Next, 3-D facial information of the patient is determined from the 2-D frontal image. At least some of the 3-D facial information is compared with dimensional information of a plurality of candidate masks. Finally, the particular mask for the patient is determined from a result of the comparison of the at least some of the 3-D facial information and the dimensional information of the plurality of candidate masks.

Abstract: An Artificial Reality (AR) device captures an image of a physical environment surrounding a user wearing the AR device. A three-dimensional map corresponding to the physical environment is accessed. Then, a pose of the AR device relative to the three-dimensional map is determined based on first features of physical objects captured in the image and second features of object representations in the three-dimensional map. The device determines, using an eye tracker, a gaze of an eye of the user. Based on the gaze and the pose, a region of interest is computed in the three-dimensional map. Representations of physical devices in the region of interest of the three-dimensional map are identified. The device determines an intent of the user to interact with a physical device. A command is issued to the physical device based on the determined intent.

Abstract: Antimicrobial peptides of general formula X0X1X2CX3X4X5CX6X7X8X9CYX10X11CX12X13 (SEQ ID NO: 12) are provided. Also provided are certain formulations containing these peptides and methods of using these peptides for treating skin infections in an animal in need thereof.

Abstract: A server shelf may include a left rail panel coupleable to a left side of a server rack, the left rail panel including left rack rails; and a right rail panel coupleable to a right side of the server rack, the right rail panel including right rack rails. Each left rack rail may include a horizontal upper protrusion and an angled lower protrusion configured to receive a left server rail therebetween, and each right rack rail may include a horizontal upper protrusion and an angled lower protrusion configured to receive a right server rail therebetween. The left server rail and the right server rail may be coupleable to a server of a first size and insertable into the server shelf, and the left server rail and the right server rail may be coupleable to a server of a second, different size and insertable into the server shelf.

Abstract: A pharmaceutical container may include a cylindrical hollow container body (100) defining a hollow chamber (111) to receive a pharmaceutical liquid, the container body (100) including a portion on a sidewall (121) of the container body (100), wherein the portion has a longitudinal extension along the longitudinal axis of the container body (100) and a circumferential extension along the circumference of the container body (100), thereby forming a window (122) through the sidewall (121) of the container body (100) into the hollow chamber (111), the window (122) comprising two long edges (124) and two short edges (125), and a Near Field Communication (NFC) antenna (110) arranged on the outer surface (120) of the sidewall (121) of the container, the antenna (110) including one or a plurality of nested antenna windings (150), each of them surrounding an interior periphery (140) including a substantially longitudinal portion (141) arranged along the two long edges (124) of the window (122), and a substantially cir

Abstract: The present disclosure provides compounds and methods useful for inhibiting SARM1 and/or treating and/or preventing axonal degeneration.

Abstract: An apparatus and method for controlling access to a shared resource accessible to a plurality of initiator components is provided. The apparatus has shared resource management circuitry to select, from amongst the plurality of initiator components, a currently granted initiator component that is currently allowed to access the shared resource, and to identify the currently granted initiator component within a storage structure. Gating circuitry is located in a communication path between the given initiator component and the shared resource which, on receipt of a given transaction initiated by a given initiator component, determines with reference to the storage structure whether the given initiator component is the currently granted initiator component.

Abstract: Proper functioning of an antivirus software running on an endpoint system is detected using a test data that is provided to the endpoint system. The test data is also provided to a backend system, which provides the endpoint system with an antivirus definition that includes information for detecting the test data. The antivirus software running on the endpoint system scans for the test data and reports detection of the test data to the backend system. The antivirus software is deemed to have failed the proper functioning test when the antivirus software fails to report detection of the test data. Proper functioning of the antivirus software is also detected by performing a challenge procedure, which involves sending a challenge message to the endpoint system. The endpoint system is expected to respond to the challenge message with a response that includes expected information.

Abstract: Methods and systems for performing light measurement are disclosed. In one example, an apparatus comprises an array of pixel cells, each pixel cell of the array of pixel cells configured to perform a light measurement operation and to generate a digital output of the light measurement operation. The apparatus further includes a peripheral circuit configured to: receive a pixel array programming map including programming data targeted at each pixel cell of the array of pixel cells, and configure the light measurement operation at the each pixel cell based on the programming data targeted at the each pixel cell. The apparatus further includes an image processor configured to generate an image frame based on the digital outputs of at least some of the array of pixel cells.

Abstract: A method, to navigate a video editing project within a video editing application, includes storing a project timeline comprising a plurality of media content items arranged in a chronological sequence, the project timeline having a start time and an end time; causing presentation of a first tool interface, the first tool interface comprising: a video editing canvas for playback of the project timeline; a plurality of tools to enable respective video editing functions; and a plurality of indicia representing the respective plurality of media content items; detecting activation of a first indicium associated with a first media content item of the plurality of media content items; and advancing the playback of the project timeline to a chronological location corresponding to the location of the first media content item within the project timeline.

Abstract: A bus bar assembly including a bus bar including a coupling interface; an enclosure surrounding a portion of the bus bar, wherein the enclosure exposes the coupling interface; and a bracket including a first portion and a second portion, the first portion of the bracket coupling the enclosure to the bus bar with one or more fasteners, the second portion of the bracket coupled to an aggregate rail, wherein the coupling interface of the bus bar is coupled to a respective power supply of one or more servers that are removably coupled to the aggregate rail.

Abstract: An improved sensor system is provided that monitors and controls a dendritic fluid system. A dendritic fluid system can include artificial components and/or natural components that carry fluid from a source to a destination through a series of paths. The sensor system can include magnetic field sensors, acoustic sensors, encapsulated sensor systems, pressure regulators, and valve controllers to monitor and control the dendritic fluid system. For example, magnetic field sensors, acoustic sensors, and/or pressure regulators can be used to measure the flow of fluid within a dendritic fluid subsystem and/or to detect potential leaks. The encapsulated sensor systems and/or valve controllers can be used to detect fluid levels in a contained system and control valves to adjust the fluid levels in the contained system to a desired level.

Abstract: Techniques for broadcast in-home streaming are described. In some embodiments, the method is performed at a gateway device. The gateway device demultiplexes a broadcast stream to a plurality of streams, including a first stream and a second stream and anchors a first presentation time range of a first segment based on a random access point in the first stream and a first frame in the second stream. The gateway device also identifies one or more frames in the first stream based on presentation timestamps and decoding timestamps of a last frame in the first presentation time range and a first frame in a second presentation time range. The gateway device further captures frames from the second stream within the first presentation time range and generates the first segment having the first presentation time range, including the random access point, the one or more frames, the first frame, and the frames.