Abstract: The present invention pertains to methods and systems for automated regulatory-compliant assays. In particular, the present invention pertains, in part, to fully-automated methods and systems for conducting GMP-compliant cell-based bioassays.

Abstract: The present invention pertains to methods and systems for automated regulatory-compliant assays. In particular, the present invention pertains, in part, to fully-automated methods and systems for conducting GMP-compliant cell-based bioassays.

Abstract: An array substrate is provided. The array substrate includes a plurality of first gate lines, a plurality of second gate lines, and a plurality of pixel driving circuits. The array substrate includes a first semiconductor material layer and a second semiconductor material layer on a side of the first semiconductor material layer away from a base substrate. The first semiconductor material layer includes at least active layers of the driving transistor and the data write transistor. The second semiconductor material layer includes at least an active layer of the compensating transistor. A first parasitic capacitor is formed between the second semiconductor material layer and the respective first gate line. A second parasitic capacitor is formed between the first node connecting line and the respective second gate line. A ratio of a capacitance of the first parasitic capacitor to a capacitance of the second parasitic capacitor is greater than 2.3.

Abstract: The invention relates to hydrophobic hollow fiber membranes, and in particular, to hydrophobic organic-inorganic composite hollow fiber membranes. Methods for forming the hydrophobic organic-inorganic composite hollow fiber membranes are also disclosed. The hydrophobic organic-inorganic composite hollow fiber membranes may be used in membrane contactor applications such as gas-liquid (G-L) contactor and liquid-liquid (L-L) contactor processes. Applications for G-L membrane contactors include gas streams purification (gas absorption), water ozonation, and water deoxygenation. Applications for L-L membrane contactors include direct contact membrane distillation and liquid-liquid extraction.

Abstract: Disclosed are a display substrate and a display apparatus, the display substrate includes a display region and a non-display region, the display substrate includes a base substrate and a circuit structure layer disposed on the base substrate, the circuit structure layer includes multiple pixel circuits arranged in an array and located in the display region and multiple drive circuits located in the non-display region. At least one pixel circuit includes multiple transistors and the multiple drive circuits are configured to provide drive signals to the multiple transistors; the circuit structure layer further includes: a high-level power supply line and a low-level power supply line located in the non-display region, at least one drive circuit is electrically connected with the high-level power supply line and the low-level power supply line respectively, and the high-level power supply line and the low-level power supply line extend along a first direction.

Abstract: A display substrate and a display device. A sub-pixel in the display substrate comprises: a first initialization signal line and a second initialization signal line, the potentials of initialization signals transmitted by the first initialization signal line and the second initialization signal line being different; a sub-pixel driving circuit in the sub-pixel comprises a drive transistor, a first reset transistor and a second reset transistor; a first electrode of the drive transistor is coupled to a light-emitting element; a first electrode of the first reset transistor is coupled to a gate electrode of the drive transistor, and a second electrode of the first reset transistor is coupled to the first initialization signal line; a first electrode of the second reset transistor is coupled to the light-emitting element, and a second electrode of the second reset transistor is coupled to the second initialization signal line.

Abstract: A welded component for a substrate processing system includes a first component comprised of a first semiconductor material, a second component comprised of the first semiconductor material, a weld region defined between respective unwelded regions of the first component and the second component located on either side of the weld region, and a seam defined in the weld region between the first component and the second component. The weld region is comprised of the first semiconductor material of respective portions of the first component and the second component on either side of the seam that was melted and recrystallized to form the weld region.

Abstract: A scan circuit is provided. The scan circuit includes a plurality of scan units. A respective scan unit of the plurality of scan units includes a plurality of transistors. A respective gate electrode of a respective transistor of the plurality of transistors includes a first portion and a second portion in different layers. First portions of respective gate electrodes of the plurality of transistors in the respective scan unit are configured to be provided with a power supply signal. Second portions of the respective gate electrodes of the plurality of transistors in the respective scan unit are configured to be provided with gate scanning signals, respectively. First portions of gate electrodes of at least two transistors in the respective scan unit are parts of a unitary structure.

Abstract: The present disclosure in some embodiments provides a broadcast message transmission method and device, a network function and a storage medium. The method includes the steps that a first SMF creates and/or revises and/or releases a first group of MBS sessions for a first VN group, the first MBS session is used for sending one or more multicast messages and/or one or more broadcast messages in the first VN group to at least one first terminal, and the first terminal represents one or more terminals within the first VN group.

Abstract: A display substrate includes: a base substrate; light-emitting elements located in a display area; pixel driving circuits located respectively connected to the light-emitting elements, each pixel driving circuit including an N-type transistor and a P-type transistor; a first gate driving circuit, a second gate driving circuit and a third gate driving circuit in a border area of the display area, the first and third gate driving circuits being connected with the P-type transistor, the second gate driving circuit being connected with the N-type transistor, and orthographic projections of the first to third gate driving circuits on the base substrate are not overlapped with each other; and a planarization layer located between the pixel driving circuits and the light-emitting elements.

Abstract: Disclosed is a power grid transmission and distribution cooperative dispatching method and system in a power market environment, relating to the technical filed of power market. The method includes: power grid transmission and distribution data are collected, and economic dispatching modeling is carried out on a hybrid system containing hydro-thermal power; linearization processing is carried out on nonlinear terms in the model; and accelerated solving is carried out on the model by adopting Benders decomposition, so that power gird transmission and distribution cooperative dispatching is optimized. The integration capacity of the power system containing hydro-thermal power to the renewable energy is enhanced, and the utilization efficiency of resources is improved, and the solving process is simplified in the present invention.

Abstract: An anti-corrosion circuit, an array substrate and an electronic device are provided. The array substrate includes: source signal lines, provided in the display area, extending along a first direction and arranged sequentially along a second direction; a first power bus line, provided in the peripheral area and including a main body portion extending along the second direction; an electrostatic discharge protection circuit, provided on a side of the main body portion away from the display area and electrically connected to the source signal lines, and including first sub-signal lines and second sub-signal lines. The first sub-signal lines and the second sub-signal lines extend along the second direction and are alternately arranged along the first direction, and the main body portion is adjacent to one first sub- signal line, and electrical property of the first power bus line is the same as electrical property of the one first sub-signal line.

Abstract: Crosslinking agents, TRI-1, TRI-2, and TRI-3, and/or a collagen crosslinking mixture comprising two or more of TRI-1, TRI-2 and TRI-3, are presented, as are the syntheses thereof. The collagen crosslinking effects of the mixture of TRI-1, TRI-2, and TRI-3 are significantly enhanced over any of the molecules taken individually. The mixture drastically improves collagen biostability, showing enhanced performance compared to commercially available collagen treatments, and acts quickly, requiring no more than 60 seconds to show inhibition of collagenases. The mixture is also nontoxic and has a slight beige color, which is aesthetically ideal for any treatment that may be visible to others. The collagen crosslinker mixture is furthermore shown to be mixable with commercial dental adhesive without compromising the desired properties of the crosslinkers or the adhesive.

Abstract: A display substrate, comprising a substrate, a plurality of first circuit groups, at least one group of first connecting lines, and at least one group of second connecting lines. The substrate comprises a display area, and a binding area, which is located on one side of the display area. The plurality of first circuit groups, the at least one group of first connecting lines and the at least one group of second connecting lines are located in the binding area. The plurality of first circuit groups are arranged in a first direction. At least two adjacent first circuit groups-among the plurality of first circuit groups are electrically connected by means of one group of first connecting lines and one group of second connecting lines.

Abstract: A polar code segment encoding method and a related apparatus are disclosed, and the method includes: determining, based on an information bit quantity of a first information bit sequence and a first code rate, a target code length for polar code encoding; determining an initial code length based on the target code length, where the initial code length is an integer multiple of a smallest segment code length; dividing the first information bit sequence into S segments of information bit sequences based on the first code rate and the initial code length and when the initial code length is different from the target code length, performing rate matching on the S segments in a process of performing polar code encoding on the S segments of information bit sequences, where a sum of segment code lengths of the S segments is the target code length after the rate matching.

Abstract: A system and method of training a neural network for categorizing transactions may include one or more processors and a computer-readable, non-transitory medium including instructions which, when executed by the one or more processors, cause at least one of the one or more processors to obtain transaction data of a transaction, the transaction data including an amount and a description, apply a machine-learning model on the transaction data to extract a confidence vector, wherein the machine-learning model is trained to categorize transactions, determine whether a confidence score of a transaction category satisfies a predetermined threshold, in response to determining that the confidence score of the transaction category does not satisfy the predetermined threshold, augment the description of the transaction using additional data, and in response to determining that the confidence score of the transaction category satisfies the predetermined threshold, assign the transaction category to the transaction.

Abstract: A machine learning (ML)-accelerated first-principles prediction method for a hydration structure of an acid radical anion is provided. The prediction method includes the following steps: S1: constructing and optimizing an anion hydration structure M_mH2O; S2: perturbing the optimized anion hydration structure to generate a training dataset; S3: conducting a ML force field training on the training dataset to establish ML models; S4: conducting a molecular dynamics simulation on the ML models, and identifying atomic structures with a force deviation within a preset range as candidate configurations; S5: merging a validated candidate configuration into a training set for a subsequent iteration to further refine and train the ML model until the model converges, thereby generating an accurate deep potential (DP) model; and S6: conducting a ML-accelerated deep potential molecular dynamics simulation on the DP model to ultimately acquire the hydration structure of the acid radical anion.

Abstract: Example communication methods and apparatus are described. In one example method, a first device generates an advertising message, and sends the advertising message to a second device. The advertising message includes first indication information, and the first indication information indicates a role expected by the first device. The role expected by the first device is a grant node or a terminal node.

Abstract: Disclosed herein are novel interleukin 2 (IL-2) polypeptides. The IL-2 polypeptides provided herein can be, for example, truncated, shuffled, and/or circularly permutated variants of wildtype human IL-2. The IL-2 polypeptides provided herein can have, for example, reduced or abolished binding to IL-2R?. Nucleic acids that encode these IL-2 polypeptides, vectors having such nucleic acids, and cells having such nucleic acids or vectors are also provided.