Abstract: The computing device trains a first model on a first data set using a first graph to predict relevant links between a plurality of nodes. The computing device applies the trained first model to the one or more links between the plurality of nodes from a first node, iteratively connects each node to the one or more first sets of generated networks for each of the relevant links until the relevant links for connection to the plurality of nodes are not present, and outputs the one or more first sets of generated networks. The computing device also applies the trained first model to the one or more links between the plurality of nodes, removes the non-relevant links, connects each node of the plurality of nodes with the relevant links to generate one or more second sets of networks, and outputs the one or more second sets of generated networks.

Abstract: An assembly comprising a drive gear coupled to a shaft and a dial. The drive gear is configured to rotate along a first axis based on movement of the dial. The assembly includes a first linking member located along a second axis and configured to rotate about the second axis based on contact with the drive gear as the drive gear is rotated. The assembly includes a second linking member located along the second axis and configured to rotate about the second axis based on rotation of the drive gear and a coupling between the first linking member and the second linking member. The assembly includes a linking member selector configured to rotate about the first axis and for selecting at least a position corresponding to the first linking member that causes the coupling between the first linking member and the second linking member.

Abstract: Disclosed herein are methods of preparing composites from solid elastomer(s) and wet filler(s), as well as products, including composites, vulcanizates, and articles therefrom. The wet filler can have a liquid content of at least 15%. A resulting composite comprises the filler dispersed in the elastomer at a loading of at least 20 phr with a filler yield loss of no more than 10%, wherein the composite has a liquid content of no more than 10% by weight based on total weight of said composite.

Abstract: The present disclosure relates to medicament injection devices. An injection device includes: a movable dosage programming component comprising a rotary encoder system having a predefined angular periodicity, a sensor arrangement including a first optical sensor configured to detect movement of the movable dosage programming component relative to the sensor arrangement during dosing of a medicament, wherein the first optical sensor is configured to operate in a strobe-sampling mode at a first frequency, a second optical sensor configured to detect movement of the rotary encoder system relative to the second optical sensor wherein the second optical sensor is configured to operate in a strobe-sampling mode at a second frequency lower than the first frequency, and a processor arrangement configured to, based on the detected movement, determine a medicament dosage administered by the injection device.

Abstract: Methods and systems for low etch pit density gallium arsenide crystals with boron dopant may include a gallium arsenide single crystal wafer having boron as a dopant, an etch pit density of less than 500 cm?2, and optical absorption of 6 cm?1 or less at 940 nm. The wafer may have an etch pit density of less than 200 cm?2. The wafer may have a diameter of 6 inches or greater. The wafer may have a boron concentration between 1×1019 cm?3 and 2×1019 cm?3. The wafer may have a thickness of 300 ?m or greater. Optoelectronic devices may be formed on a first surface of the wafer, which may be diced into a plurality of die and optical signals from an optoelectronic device on one side of one of the die may be communicated out a second side of the die opposite to the one side.

Abstract: According to some embodiments, an ear-worn device, e.g., a hearing aid, is provided that operates both as an over-the-counter device, as well as a prescription device. Features stored on the ear-worn device may be used to amplify, enhance, de-noise, or otherwise process audio signals in a manner desired by the user. Some features, or settings of those features, process audio signals in a manner that is unsafe for users with mild-to-moderate hearing loss and thus are disabled when the ear-worn device is operating as an over-the-counter device. Such features and settings may be enabled after the ear-worn device is fit to the user by a licensed professional.

Abstract: In one aspect, a portable electronic device is provided for accessing a secured area to deliver a package therein. The portable electronic device includes a sensor configured to detect an indicium of the package and communication circuitry configured to communicate a message to a server computer associated with the package upon the sensor detecting the indicium. The communication circuitry is further configured to receive delivery information from the server computer, the delivery information including at least a location of the secured area. The portable electronic device further includes a processor operatively coupled to the sensor and the communication circuitry. The processor is configured to cause, via the communication circuitry, the movable barrier operator to open a movable barrier associated with the secured area.

Abstract: A manifest or other data indicating a high-level objective to move a plurality of items from a source location to a destination location is received. The manifest or other data is utilized to generate a plan to pick and place the plurality of items from the source location to the destination location in a particular order and manner. A first item of the plurality of items is moved to a first location at the destination location as indicated by the manifest or other data using a robotic arm having an end effector. Force sensor information generated by a force sensor is received. The force sensor information is used to align a structure comprising the first item with an opening associated with the first location. The first item is inserted into the opening associated with the first location.

Abstract: The present disclosure relates to a multilevel system-in-package (SIP) module having a double-sided module and a redistribution structure located underneath the double-sided module. The double-sided module includes a laminate body, a top component attached to a top surface of the laminate body, a bottom component and multiple copper posts attached to a bottom surface of the laminate body, and a bottom mold compound formed on the bottom surface of the laminate body and at least encapsulating side surfaces of the bottom component and side surfaces of each copper post. A bottom surface of the bottom mold compound is a portion of a bottom surface of the double-sided module. The redistribution structure includes a redistribution layer with multiple patterned conductive features, which are separate from each other. Each patterned conductive feature is coupled to at least one of the bottom component and the copper posts.

Abstract: Disclosed herein are methods of preparing composites from solid elastomer(s) and wet filler(s), as well as products, including composites, vulcanizates, and articles therefrom. The wet filler can have a liquid content of at least 15%. A resulting composite comprises the filler dispersed in the elastomer at a loading of at least 20 phr with a filler yield loss of no more than 10%, wherein the composite has a liquid content of no more than 10% by weight based on total weight of said composite.

Abstract: The techniques described herein relate to systems, apparatus, articles of manufacture, and methods for gaze angle triggered fundus imaging. An example method includes detecting a pupil of a subject in a stereo image, controlling at least one actuator to align an imaging path of a fundus camera with the pupil after detecting the pupil in the stereo image, and capturing a fundus image of a retina of the subject at a gaze angle after determining that the pupil is oriented towards a target direction based on the gaze angle associated with the pupil in the image.

Abstract: Method and apparatus monitor eviction conflicts among cache directory entries in a cache directory and produce cache directory victim entry information for a memory manager. In some examples, the memory manager reduces future cache directory conflicts by changing a page level physical address assignment for a page of memory based on the produced cache directory victim entry information. In some examples, a scalable data fabric includes hardware control logic that performs the monitoring of the eviction conflicts among cache directory entries in the cache directory and produces the cache directory victim entry information.

Abstract: The present disclosure relates to a device including an elongated hollow shaft having a proximal end and a distal end. The device also includes a first attachment mechanism coupled to the proximal end of the elongated hollow shaft. The device also includes a rod having a proximal end and a distal end. The rod is removably positioned at least partially within a lumen of the elongated hollow shaft. The device also includes a second attachment mechanism coupled to the rod between the proximal end of the rod and the distal end of the rod. The first attachment mechanism and the second attachment mechanism are configured to be removably coupled to one another. The device also includes a cap configured to be removably coupled to the second attachment mechanism.

Abstract: Compounds, methods of editing a target genomic region(s), methods of repairing of a DNA break via a HDR pathway, methods of inhibiting or suppressing repair of a DNA break via a NHEJ pathway, and methods of modifying expression of a gene(s) or protein(s) comprise administering to one or more cells that include one or more target genomic regions, a genome editing system and a DNA protein-kinase (DNA-PK) inhibitor disclosed herein. Kits and compositions for editing a target gene comprise a genome editing system and a DNA-PK inhibitor disclosed herein.

Abstract: The disclosed device includes a memory-semantic fabric comprising memory components accessible by multiple processors and a controller for the memory-semantic fabric. The controller receives, from multiple processes, memory requests for a memory-semantic fabric. The controller also identifies, within the processes, a source process for each of the memory requests and prioritizes forwarding the memory requests to the memory-semantic fabric based on the source processes. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: A one-step process for preparing a silicone impact modifier comprises polymerizing a reaction mixture, where the reaction mixture comprises a telechelic methacrylate functional silicone and at least one alkyl (meth)acrylate.

Abstract: Electronic system, user interface member, drug delivery device and method for detecting whether a drug delivery device is, or was, exposed to fluid In at least one embodiment, the electronic system is configured to compare measurements taken with a measurement (21) unit with a reference and to determine, based on the result of the comparison, an exposure of the drug delivery device to fluid. The measurements are suitable to provide information about the drug delivery device.

Abstract: One aspect herein pertains to a computer-implemented method of predicting agent motion comprises receiving a first observed agent state corresponding to a first time instant; determining a set of agent goals; for each agent goal, planning an agent trajectory based on the agent goal and the first observed agent state; receiving a second observed agent state corresponding to a second time instant later than the first time instant; for each goal, comparing the second observed agent state with the at least one agent trajectory planned for the goal, and thereby computing a likelihood of the goal and/or the planned agent trajectory for the goal. Another aspect pertains to trajectory generation, e.g., within a motion planner.

Abstract: The disclosure relates generally to methods of producing recombinant viral vectors with reduced immunogenicity.