Abstract: An optical module includes a circuit board and a light-emitting component, the circuit board includes a plurality of board layers, a plurality of medium layers and a blind hole in a thickness direction. A filing member is disposed in the blind hole; the light-emitting component includes a light-emitting housing, a light-emitting assembly, a light-emitting driving chip and a heat conduction column; wherein a position of the blind hole corresponds to a position of the light-emitting driving chip; and during transfer of heat generated by the light-emitting driving chip to the circuit board, the heat can be conducted, via the filling member in the blind hole and the heat conduction column, to the shell for heat dissipation.

Abstract: A computing system is provided, including a plurality of processing devices configured to execute a Mixture-of-Experts (MoE) layer included in an MoE model. The MoE layer includes a plurality of expert sub-models that each have a respective plurality of parameter values. The MoE layer is configured to be switchable between a data parallel mode and an expert-data-model parallel mode without conveying the respective parameter values of the expert sub-models among the plurality of processing devices.

Abstract: Provided in the present invention are benzopyrone compounds represented by formula (I) or pharmaceutically acceptable salts thereof, a preparation method therefor and the use thereof. The compounds have good inhibitory effect on POLRMT, and thus can be used for treating and/or preventing POLRMT-mediated diseases such as cancers.

Abstract: A method of creating a 3D image of a target site, preferably an target site. The method comprises the steps of gathering an RGB plurality of raw RGB images and a depth plurality of raw depth images representing the target site, serializing the RGB plurality and the depth plurality for offboard transmission. The RGB images and depth images are transmitted at sub-GHz frequencies for offboard decompression and photogrammetric constructing of a 3D map of the target site. This method decouples the tradeoff between low frequency bandwidth transfer limitations and high frequency obstruction penetration limitations.

Abstract: An aqueous dispersion contains an emulsion polymer of particle size of 60-300 nanometers. The emulsion polymer is the polymerized product of: (a) 24.5-35 wt % of monomer having a biobased carbon content of 92% or more and having formula (I); (b) 0.1-10 wt % of a ethylenically unsaturated monomer carrying at least one functional group; (c) 20-50 wt % of ethyl (meth)acrylate that has a biobased carbon content of 30% to 60%; (d) 4-20 wt % of structural units of an alkyl (meth)acrylate that has a linear alky group with 8 to 16 carbon atoms and that has a biobased carbon content of 60% or more; (e) 1.5-7 wt % of an acetoacetoxy or acetoacetamide functional monomer; (f) 5-25 wt % of a hard monomer; and (g) 0-15 wt % of an additional ethylenically unsaturated nonionic monomer. The total concentration of structural units of monomers (c)-(f) is in a range of 51-74%. The aqueous dispersion can be used in a coating composition.

Abstract: This disclosure describes an implementation of a computing system that utilizes accelerator hardware configured to perform parallel computation of matching pairs of a join operation of a database program. This computation is performed at least in part by, for each thread that determines a matching pair, computing an offset in an output tuple by adding a global rank of a respective block, an intra block rank of a respective warp, and an intra warp rank of a respective thread. This computation is further performed by storing index values for a primary key and a foreign key in a matching pair at the computed offset location in an output tuple, and outputting the output tuple.

Abstract: An optical module including: a circuit board, an optical transceiver component and an optical fiber adapter connected to the optical transceiver component via an optical fiber ribbon and to an external optical fiber. The optical transceiver component including lower and upper clamping jaw shells forming a clamping jaw with a light-transmitting hole, the lower clamping jaw shell includes a fixing component connecting the external optical fiber and a support component, the upper clamping jaw shell includes an upper shell cover plate configured to cover an opening of the support component and upper shell side plates; and an optical fiber plug received in the clamping jaw and connecting with the optical fiber ribbon. The support component is provided with connecting protrusions, the upper shell side plates are provided with mounting holes matching with the connecting protrusions to connect the upper clamping jaw shell with the lower clamping jaw shell.

Abstract: The system can include: a light engine, an eye sensor, and a processing system. However, the method can additionally or alternatively include any other suitable components. In variants, the system can function to project a time series of patterned light frames onto the retina of an eye. In a specific example, the system can function to optically stimulate a retinal implant, wherein the retinal implant stimulates (e.g., activates) retinal cells.

Abstract: Provided is an optical module including a circuit board and an optical transceiver device. The circuit board is provided with a mounting hole and a data processor. The optical transceiver device is mounted on the circuit board and is electrically connected to the data processor. The optical transceiver device includes a mounting shell, a first cover member, a light emission component and a light reception component. The first cover member is disposed on the front surface of the circuit board. A laser assembly and a translation prism assembly of the light emission component are located on the mounting shell and are exposed to the front surface of the circuit board through the mounting hole, and a light exiting direction of a light processing assembly of the light emission component forms a first preset angle with a light entering direction thereof in a plane parallel to the circuit board.

Abstract: An optical module includes a circuit board, a light-emitting housing, a first optical fiber adapter, a first internal optical fiber, and an optical fiber connector. An end of the first internal optical fiber is connected to the first optical fiber adapter, and the optical fiber connector is optically connected to the light-emitting component and wraps another end of the first internal optical fiber. The first internal optical fiber and the optical fiber connector are transparent material members, and light transmittance of the two is different. The light-emitting housing includes a bottom wall and a concave groove. The optical fiber connector is disposed on the bottom wall, and a portion of the optical fiber connector is located above the concave groove. An orthogonal projection of the another end of the first internal optical fiber on the bottom wall is located in the concave groove.

Abstract: A photovoltaic cell includes: a first surface, a second surface opposing the first surface, and a third surface connecting the first surface with the second surface; a passivation layer, formed over the third surface, wherein the passivation layer comprises a metal oxide, and the metal oxide comprises at least one metal element of Al, Ti, Zn, Zr, Hf, Mo, W, and Ni; and a protective layer, formed on a side of the passivation layer away from the third surface, wherein the protective layer comprises a nitride, and the nitride comprises one element from Group III elements.

Abstract: The present disclosure relates to the field of solar cells, and provides a solar cell and a method for fabricating the same, which can at least solve the problem of poor performance of segmented cells. The solar cell includes: a first surface, a second surface, and a third surface connecting the first surface and the second surface, where the first surface is a front surface of the solar cell, and the second surface is a rear surface of the solar cell; at least one electrode structure disposed on at least one of the first surface or the second surface; a passivation region, where the passivation region is formed on the third surface; a silicon oxide layer, where the silicon oxide layer is formed on a surface of the passivation region; and a metal oxide layer, where the metal oxide layer is formed on the silicon oxide layer.

Abstract: Meta-learning models are improved for few-shot learning of unseen tasks by improving task diversity of training data used for training the meta-learning model. A task diversity score may be determined between a pair of tasks that partition a domain into respective classes. The respective classes are paired and scored to determine similarity between class pairs and subsequent task diversity scores. Diverse tasks may be generated with unsupervised analysis of the domain by determining disentangled latent features of the data samples. Each latent feature may then be considered a task with classes based on a clustering of the data samples based on the feature values of the respective latent feature. The classes are then used as training task labels for the data samples and sampled from to generate diverse tasks for the meta-learning model.

Abstract: Meta-learning models are improved for few-shot learning of unseen tasks by improving task diversity of training data used for training the meta-learning model. A task diversity score may be determined between a pair of tasks that partition a domain into respective classes. The respective classes are paired and scored to determine similarity between class pairs and subsequent task diversity scores. Diverse tasks may be generated with unsupervised analysis of the domain by determining disentangled latent features of the data samples. Each latent feature may then be considered a task with classes based on a clustering of the data samples based on the feature values of the respective latent feature. The classes are then used as training task labels for the data samples and sampled from to generate diverse tasks for the meta-learning model.

Abstract: Discloses are an artificial bone repair material and a preparation method therefor, and a preparation method for a porous magnesium-containing tricalcium phosphate powder for an artificial bone repair material. The artificial bone repair material is a composite material with a porous structure. Raw materials of the artificial bone repair material includes collagen; and porous magnesium-containing tricalcium phosphate powder formed by a precipitate after reaction of calcium salt, magnesium salt and phosphate solution through spray drying, and a particle size of the porous magnesium-containing tricalcium phosphate powder is 1-20 ?m. A mass percentage of the porous magnesium-containing tricalcium phosphate to the artificial bone repair material is 50-95%.

Abstract: Embodiments of the present disclosure include systems and methods for compiling tensor operators for neural network models based on tensor tile configurations. A tensor expression for a neural network model is received. A tensor tile configuration for the tensor expression is determined based on specifications associated with a set of hardware devices. Based on the tensor tile configuration, a set of code for implementing the tensor expression for the neural network model is generated. The set of code is for execution on the set of hardware.

Abstract: Provided are solar cell, preparation method thereof and photovoltaic module. Solar cell includes: segmented solar cells formed by segmenting same whole solar cell in first direction, whole solar cell has front surface and back surface oppositely arranged in second direction, each segmented solar cell has front sub-surface and back sub-surface oppositely arranged in second direction, front sub-surfaces of two segmented solar cells formed based on same solar cell are partial regions of front surface, and back sub-surfaces of two segmented solar cells formed based on same solar cell are partial regions of back surface; segmented solar cell has segmentation surface formed by segmentation, two angles supplementary to each other are formed between segmentation surface and plane where back sub-surface is located, and one angle is acute angle; and passivation layer at least located on segmentation surface.

Abstract: Discloses an aqueous antimicrobial coating composition comprising: (A) a polymer obtained by a multistage polymerisation and composed of: 75% to 95% of a first-stage polymer and from 5% to 25% of a second-stage polymer; wherein the first-stage polymer comprises: monoethylenically unsaturated functional monomers carrying at least one functional group selected from a carboxyl, carboxylic anhydride, sulfonic acid, amide, sulfonate, phosphoric acid, phosphonate, phosphate, or hydroxyl group (e.g. acrylic acid, acrylamide); <1.0% of a monomers bearing imidazole, benzotriazole, or benzimidazole; and monoethylenically unsaturated nonionic monomers (e.g. alkyl acrylate); wherein the second-stage polymer has MW=8000 to 30000 g/mol and comprises: residues of C6-C24 alkyl thiol (e.g. dodecyl mercaptan); monomers bearing imidazole, benzotriazole, or benzimidazole (e.g.

Abstract: Query processing systems and methods are disclosed herein. In an example system, query information is received over a network for processing a query. A first processing architecture loads a set of data associated with the query into a shared memory. A second processing architecture accesses the set of data from the shared memory. In one example, the first and second processing architectures and the shared memory are integrated in a hardware chip (e.g., a chiplet containing several processor architectures, such as CPU and a graphics processing unit (GPU)). The query is processed based on the set of data accessed from the shared memory using the second processing architecture to generate a query result. The query result is provided over the network. In this manner, a computing device may execute a query based on different processing systems contained therein.

Abstract: Described are examples for using multiple graphics processing units (GPUs) to accelerate a database query. Data for a database query can be loaded from the database into memories of multiple GPUs for parallel processing by the multiple GPUs. At least a portion of the data loaded into a memory for one of the multiple GPUs can be moved to a memory for a different one of the multiple GPUs. A compute process can be executed, via parallel processing on the multiple GPUs, for the query to perform data processing related to the database query.