Abstract: A mounting system for mounting a loudspeaker to a substrate includes a mounting assembly having an elongated screw, a support member received on and movable along the screw, and a mounting arm rotatably connected to the support member and having a resting position and a working position. A guide housing receives the mounting assembly with the screw extending longitudinally therethrough and includes a wall structure with an open front side and a cap at a top portion of the wall structure. In the resting position, the support member is positioned along the screw at least partially received within the cap and the mounting arm is substantially contained within the wall structure. In the working position, the support member is positioned along the screw to be outside of the cap and the mounting arm is spring-biased away from the screw and extends outwardly through the front side of the wall structure.

Abstract: A method performed by a terminal in a wireless communication system is provided. The method includes receiving, from a serving base station, a radio resource control (RRC) message including a handover command to new radio (NR) cell, while performing an emergency service on long term evolution (LTE) cell. The method includes identifying whether the NR cell supports a reduced capability (RedCap) function, based on system information on the NR cell. The method includes switching an operation mode of the terminal from RedCap mode to an NR normal mode, in case that the NR cell does not support RedCap function. The method includes, while the terminal operates in the NR normal mode, performing the emergency service on the NR cell through access to the NR cell. The method includes, in response to termination of the emergency service, switching the operation mode of the terminal from NR normal mode to RedCap mode.

Abstract: A paint spraying system includes a paint spray gun, a spray tip removably coupled to the paint spray gun and having a tip orifice configured to output paint atomized in a spray pattern, the spray tip further including a readable element, a pump configured to pump the paint from a paint source to the paint spray gun, and a reader coupled to the paint spray gun and configured to read the readable element and to generate a signal indicative of an identifier of the spray tip. The system includes one or more processors configured to determine an identity of the spray tip based on the signal generated by the reader, identify a characteristic of the spray tip based on the identity of the spray tip, and generate a control signal based, at least in part, on the identified characteristic of the spray tip.

Abstract: The disclosure relates to a fifth generation (5G) or sixth generation (6G) communication system for supporting a higher data transfer rate. A method performed by a user equipment in a wireless communication system is provided. The method includes executing an application in the user equipment, identifying a user equipment route selection policy (URSP) rule mapped to the application, based on configuration information on the application, identifying a single-network slice selection assistance information (S-NSSAI) mapped to the application, based on the URSP rule mapped to the application, and transmitting a message requesting registration of the S-NSSAI mapped to the application to a core network via a base station. The S-NSSAI may correspond to a network slice selection assistance information (NSSAI) not allowed by the core network to be registered among NSSAIs configured for the user equipment.

Abstract: An accessory tool assembly adapted to couple with a hose of an extraction cleaner including a suction source includes a tool head and at least one fluid distributor for supplying and directing a cleaning fluid therethrough. The tool head includes a front end and a rear end opposed to the front end, wherein a longitudinal direction extends through the front and rear ends and a transverse direction extends perpendicular to the longitudinal direction. The tool head includes a working surface on an underside of the front end that defines a working surface edge. A plurality of agitators extend from the working surface adjacent to at least a portion of the working surface edge and define a first interior area therewithin. An extraction nozzle is positioned in the first interior area and defines at least a portion of a suction air inlet.

Abstract: The present disclosure provides compounds that may be used as ligands in metal-catalyzed reactions, in particular 3,3?-bisilyl biaryl phosphoramidite compounds and processes for preparing the same.

Abstract: In some examples, novel photochemically-reversible hydrogels and nanogel particles are described comprising copolymer chains including at least one reactive alkene or reactive 1,4-diene end group capable of [2+2] or [2+2+2+2] photodimerization, respectively, at wavelengths >270 nm. In various examples, the photochemically-reversible hydrogels comprise copolymer chains including at least one —N3, —C?CH or —CO2H end group for dual functionality and/or pH responsiveness. For nucleic acid sequencing, amplification primers are grafted to photochemically-reversible hydrogels or nanogel particles reversibly bound to surfaces within a flow cell. After sequencing is complete, the photochemically-reversible hydrogel or nanogel particles is/are removable from the flow cell surfaces by irradiation, enabling the flow cell to be reusable.

Abstract: In some aspects, a method, a system, or a non-transitory computer-readable storage medium are described for using a machine learning (ML) model to obtain annotations of a pathology slide image obtained in a first imaging modality, where the ML model is trained based in part on images obtained from a second imaging modality different from the first imaging modality. The first imaging modality is a conventional scanner for whole-slide images (WSI). The second imaging modality may include one or more of multispectral imaging (MSI), polarization imaging, quantitative phase imaging, or a combination thereof. The trained ML model can generate annotations that include more details with higher accuracy in comparison to annotating based on the WSI images alone.

Abstract: A pharmaceutical vial, container assembly, system and method. The vial can include a hollow body, a first passage, a second passage, a first temporary closure sealing the first passage, and a second temporary closure sealing the second passage. A diluent container can include a first connector to connect the diluent container and vial in fluid communication for mixing an active pharmaceutical ingredient with a diluent. An infusion set can include a second connector to connect the infusion set and vial in fluid communication, and a delivery device. The method can include the steps of connecting the diluent container to the first temporary closure of the vial, transferring a diluent from the diluent container into the vial, reconstituting an active pharmaceutical ingredient with the diluent to form a solution, connecting the delivery device to the second temporary closure, and administering the solution through the delivery device into a patient.

Abstract: The invention relates generally to polypeptides that include a cleavable moiety that is a substrate for at least one protease selected from matriptase and u-plasminogen activator (uPA), to activatable antibodies and other larger molecules that include the cleavable moiety that is a substrate for at least one protease selected from matriptase and u-plasminogen activator, and to methods of making and using these polypeptides that include a cleavable moiety that is a substrate for at least one protease selected from matriptase and u-plasminogen activator in a variety of therapeutic, diagnostic and prophylactic indications.

Abstract: Disclosed herein is a polymeric article comprises an elastomeric layer comprising cured synthetic polyisoprene particles that comprise a rare earth catalysed polyisoprene. The polyisoprene particles may comprise sulfur crosslinks and/or may be pre- vulcanized. Also disclosed herein are methods for producing polymeric articles comprising an elastomeric layer comprising cured synthetic polyisoprene particles that comprise a rare earth catalysed polyisoprene.

Abstract: A neurostimulator incorporating a novel chip design that uses the principle of redundant signal crossfiring to overcome electronic component mismatch error in general and transistor mismatch error in particular, to yield superior quality neurostimulation signal generation, useful in enhancing the bidirectional human-machine interface in prosthesis operation for the restoration of somatosensation for an amputee; and an improvement thereof additionally comprising a digital-to-analog converter device, that includes a number of unit cells, each unit cell being associated with a unit cell size indicating manufacturing specifications of the unit cell, and that further includes a plurality of switches, each being coupled to a component, and an output electrode coupled to the plurality of switches, and wherein the digital-to-analog converter device is configured to output an output signal at the output electrode.

Abstract: The invention relates to the use of a laminin (LN) as a matrix for hepatic differentiation. The invention also relates to a method for inducing hepatic differentiation comprising the steps of: (i) providing a population of human pluripotent cells, (ii) culturing the population on a support coated with a laminin in a endoderm induction medium to produce a population of human DE cells, (iii) culturing said population of human DE cells on a support coated with a laminin in a hepatic induction medium to produce a population of human hepatoblasts-like cells, and (iv) optionally culturing said population of human hepatoblasts-like cells on a support coated with a laminin in a hepatic maturation medium to produce a population of human hepatocyte-like cells. The invention further relates to a population of human hepatoblasts-like cells or human fetal hepatocyte-like cells obtained by the method of the invention.

Abstract: Disclosed are modified plants and methods for producing modified plants having a modified 5?-untranslated region of small auxin upregulated protein flooding tolerance (SAUR_FT) gene. Modified plants disclosed herein have at least one of an increased root system architecture, an increased waterlogging tolerance, an increased drought tolerance, and combinations thereof.

Abstract: A food-packaging material is provided which comprises a paper substrate having a surface and a coating comprising exfoliated graphene oxide on the surface of the substrate, wherein the exfoliated graphene oxide is present at an amount of less than 1 wt %. Methods of making the food-packaging material and methods of using the food-packing material are also provided.

Abstract: A system is described. The system may include a host processor, a host memory connected to the host processor, and a storage device connected to the host processor. An accelerator may communicate with the host processor. The accelerator may produce an output. The accelerator may also include a local memory, which may include a first region and a second region. The first region of the local memory of the accelerator may support a first mode, and the second region of the local memory of the accelerator may support a second mode. The accelerator may store the output of the accelerator in a destination, which may include the host memory, the storage device, the first region of the local memory of the accelerator, or the second region of the local memory of the accelerator.

Abstract: Disclosed herein are methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for modeling agents in multi-agent systems as reinforcement learning (RL) agents and training control policies that cause the agents to cooperate towards a common goal. A method can include generating, for each of a group of simulated local agents in an agent network in which the simulated local agents share resources, information, or both, experience tuples having a state for the simulated local agent, an action taken by the simulated local agent, and a local result for the action taken, updating each local policy of each simulated local agent according to the respective local result, providing, to each of the simulated local agents, information representing a global state of the agent network, and updating each local policy of each simulated local agent according to the global state of the agent network.

Abstract: Described herein are techniques for denoising images of samples produced using polarization microscopy. Polarization images captured by polarization microscopy contain not only signals produced from polarization, but also signals produced from scattering by artifacts (e.g., crystals and/or hemosiderin). These off-target signals reduce the signal-to-noise ratio (SNR) of the birefringent substance of interest, and reduce the utility and accuracy of polarization microscopy for substance quantification. The techniques developed by the inventors and described herein reduce noise resulting from scattering, thus enabling much cleaner, noise-reduced images. The images so produced can be either directly visualized by a medical practitioner or used for downstream machine-learning models. Noise reduction involves i) dividing an image in segments (e.g., pixels or groups of pixels), ii) performing spectral analysis of each segment, and iii) separating each segment on the basis of its spectral profiles.

Abstract: A medical scope device such as an endoscope is produced using a cast aluminum process including a molten casting aluminum alloy including a maximum of 0.2-0.3% Si and at least 5% Zn. The process includes providing an investment casting mold, casting the aluminum alloy in the mold to create a component and removing the mold from the component, post-machining the component to meet a desired specification, and after post-machining the component, performing surface finishing, such as centrifugal barrel finishing (CBF) sufficient to remove impurities on casting surfaces by 2-3 mils, then coating the component with a micro-crystalline aluminum anodic coating of at least 0.5 mil thickness. A medical scope and product-by-process is also provided employing such techniques.

Abstract: The invention relates generally to polypeptides that include a cleavable moiety that is a substrate for at least one matrix metalloprotease (MMP), to activatable antibodies and other larger molecules that include the cleavable moiety that is a substrate for at least one MMP protease, and to methods of making and using these polypeptides that include a cleavable moiety that is a substrate for at least one MMP protease in a variety of therapeutic, diagnostic and prophylactic indications.