Abstract: An electric control box includes an insulation inner shell and a fireproof outer shell. The insulation inner shell includes a first inner shell and a second inner shell that are assembled to each other. The fireproof outer shell includes a first outer shell and a second outer shell. The first outer shell covers the first inner shell, and the second outer shell covers the second inner shell. The insulation inner shell and the fireproof outer shell are parts forming a box body of the electric control box. The box body includes a plurality of wire outlets. The outdoor temperature sensor extends at a first wire outlet of the plurality of wire outlets. A second wire outlet of the plurality of wire outlets is configured to allow a wire bundle to be drawn out. An inner side of the first wire outlet is isolated from an inner side of the second wire outlet by a partition plate.

Abstract: Embodiments receive a plurality of incoming requests, determine that the plurality of incoming requests comprise a plurality of instant requests, create a software image based on the instant requests, and pull the software image based on a deployed configuration.

Abstract: An energy-efficient acceleration method and hardware accelerator for dynamic graph neural networks (DGNNs) are provided. The method includes: dynamically tracking original dependency chains using a dynamic dependency chain generation algorithm; storing active vertices in a chain-driven FIFO buffer according to a dependency order among the active vertices; prefetching a source vertex, a target vertex, a dependency chain, and associated graph data features from the FIFO buffer into a prefetch buffer; scheduling the source and target vertices to an aggregation buffer of an aggregation engine, and scheduling the source vertex state and corresponding edge states to a second application buffer of a second application engine, such that the aggregation engine and the second application engine execute state aggregation and edge computation in parallel; and scheduling the aggregation results and edge computation results to a first application engine for fusion, thereby generating a final state of the target vertex.

Abstract: Methods for manufacturing genetically engineered T cells expressing a chimeric antigen receptor (CAR), such as a CAR that binds human CD19, BCMA, or CD70, and having multiple additional gene edits, for example, a disrupted Regnase-1 gene, a disrupted TGFBRII gene, a disrupted TRAC gene, a disrupted ?2M gene, or a combination thereof, using CRISPR/Cas gene editing systems.

Abstract: A method and system for hypergraph neural network inference are provided, wherein the method includes: extracting topological information of vertices with the highest degree from a compressed hypergraph topological representation, identifying common high-degree vertices and their connected hyperedges, and transmitting them to a task queue; based on common vertices from the task queue and a common vertex table, triggering hyperedge aggregation operations on each hyperedge in parallel; temporarily storing intermediate aggregation results in an intermediate result buffer of an on-chip cache unit after the aggregation, and reusing the intermediate results of the common vertices during sequential execution based on a hyperedge storage order, thereby obtaining a final aggregation result for each hyperedge. This approach enables compact execution of computing tasks and improves inference efficiency by reducing unnecessary memory access and communication through cache reuse.

Abstract: The present invention relates to energy-efficient collaborative method and apparatus for graph processing, wherein the apparatus comprises at least: a dependency path prefetching unit for receiving active vertex information and prefetching an edge of graph partition along a dependency path, starting with an active vertex in a circular queue; and a direct dependency managing unit for converting dependency relationship between head and tail vertices of a core dependency path into direct dependency and managing it in a cache, and updating dependency indexes according to dynamic changes in graph structure during dynamic graph processing, so as to ensure accurate results of graph processing. The accelerator of the present invention is capable of being integrated into a multi-core processor, thereby processing multiple paths on multiple processor kernels with high concurrency, and in turn accelerating dissemination of vertex states in a graph to speed convergence during graph processing.

Abstract: A light-emitting module includes a carrier substrate, a first light-emitting circuit layer, a backboard, a mounting cavity and at least one connection member. The first light-emitting circuit layer is disposed on the carrier substrate. The backboard is disposed on a side of the carrier substrate away from the first light-emitting circuit layer and is in contact with the carrier substrate. The mounting cavity is disposed in at least one of the backboard and the carrier substrate, and an inner wall of the mounting cavity is enclosed by both the backboard and the carrier substrate. A connection member is disposed in the mounting cavity and fixedly connected to the carrier substrate and the backboard.

Abstract: The present invention relates to a combination of soybean whole genome SNP loci, a gene chip and an application thereof. The combination of soybean whole genome SNP loci includes 20,648 SNP loci, which are shown as S00001-20648. The gene chip provided by the present invention has extremely high coverage on functional genes, the SNP marker loci cover 17,096 functional genes of soybean, accounting for about 31% of the total number of soybean genes, and the SNP marker loci are located in gene coding regions. Among the 20,648 SNP marker loci, 17,588 SNP marker loci are located on genes, accounting for 85% of the total number of the SNP marker loci. Therefore, when those SNP marker loci are applied in molecular assisted breeding or whole genome selective breeding, they can accelerate the breeding process.

Abstract: Aspects of the present disclosure relate to methods for manufacturing genetically engineered T cells expressing a chimeric antigen receptor (CAR) that provide several improvements over conventional manufacturing methods, thereby enabling production of a robust supply of clinically useful CAR T-cell therapies.

Abstract: A block-centric acceleration system and method for heterogeneous graph neural networks (HGNNs) are provided. The system includes a processor comprising a block loading unit, a block scheduling unit, processing units, and a reduction unit. The block loading unit identifies central blocks and constructs a block overlap graph, prioritizing the central blocks based on their degrees of overlap. The block scheduling unit dynamically assigns prioritized blocks to idle processing units. The processing units perform computations using row-wise matrix multiplication and element-wise operations, thereby carrying out hybrid computation for HGNN inference and generating intermediate results corresponding to structural and semantic aggregation within the block overlap graph. The reduction unit determines an aggregation status flag based on results from the processing units and outputs semantic features upon completion of structural and semantic aggregation.

Abstract: A method for deep learning video microscopy-based antimicrobial susceptibility testing of a bacterial strain in a sample by acquiring image sequences of individual bacterial cells of the bacterial strain in a subject sample before, during, and after exposure to each antibiotic at different concentrations. The image sequences are compressed into static images while preserving essential phenotypic features. Data representing the static images are input into a pre-trained deep learning (DL) model which generates output data; and antimicrobial susceptibility for the bacterial strain is determined from the output data.

Abstract: Aspects of the present disclosure relate to methods for manufacturing genetically engineered T cells expressing a chimeric antigen receptor (CAR) that provide several improvements over conventional manufacturing methods, thereby enabling production of a robust supply of clinically useful CAR T-cell therapies.

Abstract: A window air conditioner includes a base, and a casing assembly mounted at the base and including an inner casing and an outer casing spaced apart from each other. The outer casing includes an outdoor heat exchanger at a side of the outer casing facing away from the inner casing. The window air conditioner further includes an electric control box disposed in the outer casing. The electric control box includes a box body and a radiator at least partially provided in the box body. The radiator includes a bottom plate located in the box body and approximately parallel to the outdoor heat exchanger.

Abstract: Various examples are provided related to dynamic nonlinear droop control (DNDC). In one embodiment, a method for DNDC for direct current (DC) power conversion includes receiving an indication of an output of a DC power converter, generating a control signal based upon the indication, and adjusting operation of the DC power converter in response to the generated control signal. The indication can be a scaled measurement of output current or output power of the DC power converter. The control signal is based at least in part upon the indication, the power converter voltage and DNDC parameters.

Abstract: An electric control box includes an insulation inner shell and a fireproof outer shell. The insulation inner shell includes a first inner shell and a second inner shell that are assembled to each other. The fireproof outer shell includes a first outer shell and a second outer shell. The first outer shell covers the first inner shell, and the second outer shell covers the second inner shell. The insulation inner shell and the fireproof outer shell are parts forming a box body having a first end and a second end that are opposite to each other in a vertical direction. The second inner shell has a flow guide groove formed at an outer surface of the second inner shell and extending in the vertical direction to the first end of the box body.

Abstract: Embodiments of this application disclose a terminal antenna and an electronic device, and relate to the field of antenna technologies. The solution includes: a first radiation part and a second radiation part. An operating frequency band of the first radiation part includes a first frequency band and a second frequency band. The second radiation part includes at least one of the following: at least one first radiation unit and at least one second radiation unit, where a ground point is disposed on the first radiation unit; a length of the first radiation unit is less than a quarter of a wavelength of the second frequency band; the second radiation unit is a suspended radiator; and a length of the second radiation unit is less than a half of the wavelength of the second frequency band.

Abstract: A two-wire fabric touch panel includes a first wire, a second wire, an upper conductor layer, a middle conductor layer, and a lower conductor layer. The first wire is connected to the upper conductor layer, and the second wire is connected to the lower conductor layer. The middle conductor layer has a conductivity significantly lower than conductivities of the upper conductor layer and the lower conductor layer, and the middle conductor layer has different resistances at various positions in a plane. At least one of the upper conductor layer and the lower conductor layer is isolated from the middle conductor layer when an external force is absent, and a resistance between the upper conductor layer and the lower conductor layer is infinite. The upper conductor layer and the lower conductor layer are connected through the middle conductor layer at the pressure position when subjected to pressure.

Abstract: A harmonic reducer includes a power shaft, a wave generator mounted on the power shaft, a circular spline including internal teeth, a flex spline including external teeth and configured to receive the wave generator to cause the external teeth to mesh with the internal teeth progressively as the wave generator rotates. The harmonic reducer further includes a bearing system configured to support the power shaft, and the bearing system includes at least one first bearing and a second bearing located at a first side of the wave generator.

Abstract: A power semiconductor device can include: a substrate, including an active region having a source region and a drain region each of a first doping type and extending from an upper surface of the substrate into an interior thereof; a gate trench, formed between the source region and the drain region and being recessed from the upper surface of the substrate to the active region; a main gate located in the gate trench, where the main gate extends downward from an upper surface of the gate trench; and an insulating layer, formed between an inner wall of the gate trench and the main gate.

Abstract: A curved display apparatus, includes a display panel, a backlight module, and a rear housing. The display panel and the rear housing are arranged opposite to each other in a first direction. The display panel includes a display area and a non-display area. The non-display area includes a connection portion, a first control portion, and a second control portion. The connection portion is located on the side of the first control portion away from the display area, and the second control portion is located on the side of the connection portion away from the display area. The connection portion is bendable such that the second control portion is folded to the side of the backlight module facing away from the display panel and is opposite to the first control portion, and the second control portion is connected to the backlight module.