Abstract: A display substrate and a preparation method therefor, and a display apparatus are provided. The display substrate includes a drive circuit layer (102) and a light emitting structure layer (103) arranged on a base substrate (101), the drive circuit layer (102) includes a plurality of circuit units, at least one circuit unit is provided with at least one light transmitting region, the light emitting structure layer (103) includes a plurality of light emitting units, the light emitting unit at least includes an anode, and the light transmitting region is located between adjacent anodes; and there is a first dimension between two adjacent anodes in two adjacent pixel rows, and the light transmitting region has a second dimension, wherein a ratio of the second dimension to the first dimension is greater than or equal to 0.5.

Abstract: Provided is a display panel, including: a base substrate, a plurality of display sub-pixels, a plurality of power voltage lines, and a plurality of data signal lines. The display sub-pixel includes a display pixel drive circuit connected to the power voltage line and the data signal line. The display pixel drive circuit includes at least a first transistor and a second transistor. Each of the first transistor and the second transistor includes an active layer. The first transistor includes a shield. An orthographic projection of the shield on the base substrate is at least partially overlapped with an orthographic projection of a channel connection region of the active layer of the first transistor on the base substrate. An orthographic projection of the shield and the data signal line is not overlapped with an orthographic projection of the active layer of the second transistor on the base substrate.

Abstract: A hydraulic system for a rotary implement, including an oil tank, a main pump, a control valve, and a rotary motor is provided. The oil tank is connected to an oil suction port of the main pump; an oil outlet of the main pump is connected to a P port of the control valve; a T port of the control valve is interconnected with the oil tank; and A and B ports of the control valve are connected to both ends of the rotary motor. The control valve includes a compensation valve connected to the P port and the T port, an electric proportional valve connected to the P port and the compensation valve, and an electromagnetic reversing valve connected to the compensation valve, the T port and the B port.

Abstract: A display substrate includes a base substrate, a first encapsulation adhesive base substrate, multiple first signal lead lines, multiple test connection traces and multiple test signal access pins. The base substrate at least includes a display area and a peripheral area located on a side of the display area. The first encapsulation adhesive base substrate is located in the peripheral area. The multiple first signal lead lines, the multiple test connection traces, and the multiple test signal access pins are located on a side of the first encapsulation adhesive base substrate away from the display area. At least one first signal lead line is electrically connected with at least one test signal access pin through at least one test connection trace.

Abstract: A method for sentiment analysis includes that: a feature sequence corresponding to text is obtained, the feature sequence includes encoded features; each encoded feature in the feature sequence is processed by using an attention mechanism, to obtain an attention feature of the text; the attention feature is transferred to a spatial transform feature of the text; an entity attribute of the spatial transform feature is recognized, and sentiment mapping is performed based on the spatial transform feature to obtain a sentiment polarity of the entity attribute.

Abstract: A rapid detection device for multi-channel sporadic transient partial discharge, comprising a CPU and several partial discharge detection circuits. The partial discharge detection circuits are connected to a plurality of ports of the CPU one to one, respectively. First, a partial discharge pulse signal is filtered and amplified by means of a partial discharge pulse signal processing module in the partial discharge detection circuits, and is then inputted to a comparator, and a reference voltage passes through the CPU and is sent to a reference voltage processing module for amplification, filtering and other processing, and then is inputted to the comparator, so that the comparator processes same according to the partial discharge pulse signal and the reference voltage and then inputs same to a trigger. Finally, according to a level signal at an output terminal of the trigger, the CPU determines whether partial discharge occurs in a circuit to be detected.

Abstract: A speech recognition method. The method includes: performing speech activity detection on speech data to obtain multiple speech segments; determining, for each of the speech segments, a number of speakers involved in the each of the speech segments; for each of at least one of the speech segments with the determined number greater than 1: performing speech separation on the each of at least one of the speech segments to obtain multiple audio segments; performing speech recognition on each of the audio segments to obtain respective first speech recognition results for the audio segments; performing feature extraction on each of the audio segments to obtain respective voiceprint feature vectors; and performing clustering on the audio segments with respect to the speakers to obtain a clustering result; and obtaining a second speech recognition result for the speech data based on the clustering result and the respective first speech recognition results.

Abstract: Methods, systems, compositions and strategies for the delivery of WW domain-containing fusion proteins into cells in vivo, ex vivo, or in vitro via ARMMs are provided. Methods, systems, compositions and strategies for the delivery of Cas9 proteins and/or Cas9 variants into cells in vivo, ex vivo, or in vitro via fusion to ARMM associated proteins (e.g., ARRDC1 or TSG101) are also provided.

Abstract: The present disclosure provides a domain dictionary constructing method and apparatus, the method including: segmenting a domain corpus sample to obtain a first character segment set, where the first character segment set includes at least one first character segment; calculating an inter-character correlation index of the at least one first character segment; determining a second character segment set according to the correlation index, where the second character segment set includes a first character segment of which the correlation index is greater than or equal to a preset threshold; determining a third character segment set according to the second character segment set, where the third character segment set includes the second character segment set and second character segments of the domain corpus; constructing a domain dictionary according to the third character segment set.

Abstract: An electric drive system with heat management includes an electric drive unit coupled with a battery system and a power conversion system. An energy storage unit contains at least one phase change material and is configured to manage thermal energy. A cooling system is configured to exchange heat and has a fluid system extending through the drive unit, the battery system, the power conversion system, the energy storage unit, and the cooling system. The fluid system configured to collect heat from the drive unit, the battery system and the power conversion system; selectively expel the heat through the cooling system; selectively store the heat in the energy storage unit in the at least one phase change material; and selectively supply heat from the energy storage unit to the battery system.

Abstract: Multi-chip module packaging technologies for GaN and other devices are described. The power module packaging technology described can be applied to all types of medium-voltage devices, such as silicon (Si), silicon carbide (SiC), gallium nitride (GaN), or the latest gallium oxide (Ga2O3) devices. In one example, a power module includes a first substrate, a second substrate, a sintered-silver semiconductor die pillar, the pillar being positioned between the first substrate and the second substrate, a terminal on a first side of the power module, and a terminal on a second side of the power module.

Abstract: Planar, double-side cooled half-bridge power modules using sintered-silver interposers and all sintered-silver joints are described. Thermo-mechanical simulations showed that use of the sintered-silver interposers reduce the thermo-mechanical stresses at vulnerable interfaces as compared to using solid copper interposers. The porous sintered-silver interposers are also easily deformable under a low load, which improves the yield of module interconnections in the presence of imperfections caused by variations in die thickness, interposer height, and substrate distortion. Results on the electrical performance of the modules validate the fabrication approach for the modules, for making high power-density converters with reliable operations at high junction temperatures.

Abstract: Methods, systems, compositions and strategies for the delivery of RNA into cells in vivo, ex vivo, or in vitro via ARMMs are provided. In some aspects, ARMMs containing fusion proteins of ARRDC1 fused to an RNA binding protein or an RNA binding protein fused to a WW domain are provided. In some aspects, ARMMs containing binding RNAs associated with cargo RNAs are provided. In other aspects, cargo RNAs associated with a binding RNA, such as a TAR element, are loaded into ARMMs via ARRDC1 fusion proteins containing an RNA binding protein, such as trans-activator of transcription (Tat) protein.

Abstract: Disclosed herein are methods, systems, compositions and strategies for the creation and use WW-domain-Activated Extracellular Vesicles, or WAEVs. These WAEVs can be harnessed to deliver and present viral or bacterial antigens useful for vaccine development; to display homing molecules for targeted delivery of therapeutic molecules to specific cells or tissues; and for packaging and delivery of therapeutic molecules via interactions with the WW domains.

Abstract: Disclosed herein are methods, systems, compositions and strategies for the creation and use WW-domain-Activated Extracellular Vesicles, or WAEVs for presenting SARS-CoV-2 antigen domains, for example the SARS-CoV-2 M protein, the SARS-CoV-2 E protein, or the SARS-CoV-2 S protein. These WAEVs can be harnessed to deliver and present SARS-CoV-2 antigens useful for vaccine development.

Abstract: Disclosed herein are methods, systems, compositions and strategies for the creation and use WW-domain-Activated Extracellular Vesicles (WAEVs) for presenting HIV antigen domains. These WAEVs can be harnessed to deliver and present HIV antigens useful for vaccine development. Specifically, the disclosure provides a fusion protein comprising: (a) a WW-containing domain; (b) a transmembrane domain; and (c) an extracellular domain, wherein the extracellular domain is an HIV antigen domain. Further provided are sequences of each domain as well as methods of producing and using the fusion protein.

Abstract: Methods, systems, compositions and strategies for the delivery of WW domain-containing fusion proteins into cells in vivo, ex vivo, or in vitro via ARMMs are provided. Methods, systems, compositions and strategies for the delivery of Cas9 proteins and/or Cas9 variants into cells in vivo, ex vivo, or in vitro via fusion to ARMM associated proteins (e.g., ARRDC1 or TSG101) are also provided.

Abstract: Methods, systems, compositions and strategies for the delivery of RNA into cells in vivo, ex vivo, or in vitro via ARMMs are provided. In some aspects, ARMMs containing fusion proteins of ARRDC1 fused to an RNA binding protein or an RNA binding protein fused to a WW domain are provided. In some aspects, ARMMs containing binding RNAs associated with cargo RNAs are provided. In other aspects, cargo RNAs associated with a binding RNA, such as a TAR element, are loaded into ARMMs via ARRDC1 fusion proteins containing an RNA binding protein, such as trans-activator of transcription (Tat) protein.

Abstract: Methods, systems, compositions and strategies for the use of ARMM-mediated delivery of molecules (e.g., biological molecules, small molecules, proteins, and nucleic acids (e.g., DNA, RNA), DNA plasmids shRNA, mRNA) to cells of the nervous system (e.g., central nervous system and peripheral nervous system).

Abstract: Disclosed herein are minimal arrestin domain containing protein 1 (ARRDC1) constructs, which drive the formation of ARRDC1-mediated microvesicles (ARMMs). These vesicles can be harnessed to package and deliver a variety of molecular cargos such as small molecules, nucleic acids, and proteins. An example of such cargo is the genome editor Cas9.