Abstract: There is provided a display device, a display panel and a manufacturing method thereof. The display panel includes a driving backplane, a light-emitting layer, a first inorganic layer, a lens layer, an organic layer and a second inorganic layer. The light-emitting layer is arranged on a side of the driving backplane and includes a pixel definition layer and light-emitting devices. The first inorganic layer covers the light-emitting layer. The lens layer is arranged on a surface of the first inorganic layer away from the driving backplane, and includes lenses arranged as corresponding to the light-emitting devices. The organic layer covers the lens layer. A refractive index of the organic layer is smaller than a refractive index of the first inorganic layer and smaller than a refractive index of the lenses. The second inorganic layer covers the organic layer.

Abstract: An ion channel blocker for treatment and/or prevention of hepatic fibrosis is provided. Based on the fact that the activation of hepatic stellate cells is an important link in anti-hepatic fibrosis, it is found that gliclazide has the effect of inhibiting the activation of hepatic stellate cells by in vitro and in vivo experiments. Further exploration reveals that gliclazide mainly inhibits the activation of hepatic stellate cells by inhibiting autophagy pathways, and thus the gliclazide can be used to prepare medicaments for treatment and/or prevention of hepatic fibrosis.

Abstract: An application of a channel blocker in preparation of drugs for treating and/or preventing liver fibrosis is provided, belonging to the field of biomedical technology. A new use of phenytoin sodium is provided. It is demonstrated that at the cell level, the phenytoin sodium can improve liver fibrosis by regulating autophagy and thus affecting the activation of hepatic stellate cells. In this situation, the efficacy of the phenytoin sodium on liver fibrosis is verified at the animal level by establishing a disease model, and the phenytoin sodium can be used to prepare drugs for treating and/or preventing liver fibrosis.

Abstract: An application of potassium ion (K+) channel blocker in preparation of drugs for treating liver fibrosis is provided, which relates to the field of medical technologies. The K+ channel blocker is sotalol, the sotalol is originally used as an antiarrhythmic drug in clinic and has a property of inhibiting K+ channels. Experiments show that sotalol can effectively inhibit liver fibrosis and reduce expression of fibrosis-related protein alpha-smooth muscle actin (?-SMA), specifically by regulating expression and/or function of autophagy and epithelial-mesenchymal transition (EMT) molecules to achieve inhibition of hepatic stellate cell (HSC) fibrosis, so as to provide a new drug choice for clinical treatment of the liver fibrosis.

Abstract: A method for controlling interference reporting includes: controlling an interference reporting behavior according to an interference reporting condition if radio interference is detected during a measurement performed in a non-connected state. The radio interference includes interference generated by in-device coexistence (IDC).

Abstract: Active machine learning with model selection is used to control a printing system to efficiently, accurately, and autonomously predict jettability diagrams for different print head and ink combinations. A print system may be controlled using active machine learning to efficiently and accurately predict a jetting behavior for different combinations of ink and inkjet print heads at different settings/values for operating parameters of the print heads, such as firing voltage, pulse width/dwell time, frequency, ramp up, ramp down, meniscus pressure, heating rate, hold time, transducers' positions, geometries, and heating power, and/or other operating parameters of the print heads.

Abstract: An information reporting method, a receiving method, user equipment, and a network device are provided. The information reporting method comprises: sending a RRC resume request message to a network device; receiving a first RRC message sent by the network device in response to the RRC resume request message; and sending a second RRC message in response to the first RRC message to the network device, wherein in a case that the user equipment is in an inactive mode, when a PLMN reselects to an EPLMN, or when PLMN reselects to EPLMN and RNA update conditions are met, the second RRC message carries the identity of EPLMN.

Abstract: Described herein is a metrology system and a method for converting metrology data via a trained machine learning (ML) model. The method includes accessing a first (MD1) SEM data set (e.g., images, contours, etc.) acquired by a first scanning electron metrology (SEM) system (TS1) and a second (MD2) SEM data set acquired by a second SEM system (TS2), where the first SEM data set and the second SEM data set being associated with a patterned substrate. Using the first SEM data set and the second SEM data set as training data, a machine learning (ML) model is trained (P303) such that the trained ML model is configured to convert (P307) a metrology data set (310) acquired (P305) by the second SEM system to a converted data set (311) having characteristics comparable to metrology data being acquired by the first SEM system. Furthermore, measurements may be determined based on the converted SEM data.

Abstract: A performance degradation-based product reliability weak link evaluation method includes: acquiring a performance degradation parameter of each component of a to-be-evaluated product corresponding to each test time point; evaluating the performance degradation parameter of each component corresponding to each test time point through a fault time evaluation model, to obtain a pre-fault operating duration of each component; evaluating the pre-fault operating duration of each component through a confidence-based unreliability evaluation method, to obtain an unreliability evaluation result of each component; generating at least one component service life distribution model corresponding to each component according to the unreliability evaluation result, and selecting a corresponding target component service life distribution model; and evaluating mean time between failures corresponding to each component according to the target component service life distribution model, and selecting a reliability weak link of th

Abstract: A novel acylated insulin analog is provided as well as a side chain compound that can be used to prepare the acylated insulin analog, a pharmaceutical composition thereof, a pharmaceutical use, an administration method and a preparation method. The acylated insulin analog can be used for the treatment of diabetes. It has the effect as a weekly preparation or a longer-acting insulin preparation and can be used for the treatment once a week or less frequently, increasing the compliance of diabetic patients.

Abstract: The present disclosure provides a pellet. In an embodiment, the pellet includes a body having a first end and an opposing second end. The body is composed of a polymeric material. The body has a length and a diameter (body diameter). A channel having a diameter (channel diameter), extends through the body from the first end to the second end. The pellet has a channel diameter-to-body diameter ratio from 0.05 to 0.45. The present disclosure also provides a process for soaking the pellet in a liquid additive and forming a loaded pellet with the additive in the pellet body.

Abstract: A robot welding method based on semantic feature clustering; the method comprises: acquiring an image of a workpiece, and generating an image training sample set; performing semantic annotation on the image of the workpiece to generate a semantic training sample set; establishing a semantic clustering model, and training same by using the image training sample set and the semantic training sample set; by using the trained semantic clustering model, identifying an image of a workpiece to be welded, so as to obtain data of the workpiece to be welded; on the basis of the data of the workpiece to be welded and by using parameterized online programming, generating a welding program for the workpiece to be welded; and on the basis of the welding program, executing welding of the workpiece to be welded. By means of the robot welding method based on semantic feature clustering, neither teaching programming nor offline programming is required, thereby improving the precision, efficiency, universality and flexibility.

Abstract: Dynamic adjusting of pod resource limits is provided at runtime of a container orchestration platform pod. The process includes deploying a container orchestration platform pod with one or more pod resources in a computing environment, where the pod resources have one or more associated pod resource limits. Further, the process includes monitoring a runtime resource usage of the container orchestration platform pod, and predicting, by a trained machine learning model, upcoming resource usage of the container orchestration platform pod. The predicting uses, at least in part, the monitored runtime resource usage. Further, the process includes dynamically adjusting a pod resource limit of the one or more pod resource limits of the container orchestration platform pod in the computing environment. The dynamically adjusting is based on the monitored runtime resource usage, and the predicted upcoming resource usage.

Abstract: A use of 2-amino-3-methylhexanoic acid in promoting plant growth and increasing yield and use of the 2-amino-3-methylhexanoic acid in promoting growth of a plant seedling and/or promoting growth of a mature plant and increasing yield. The 2-amino-3-methylhexanoic acid is a natural product, has a simple structure, and is easy for industrial production. The 2-amino-3-methylhexanoic acid can promote plant growth and has the potential of being developed into a natural plant growth regulator. The 2-amino-3-methylhexanoic acid is a natural product, low in dosage, and environmentally friendly, has a remarkable promoting effect on plant growth, and thus is a green and efficient biological source plant growth regulator, which indicates the utilization value and application prospects of such substances in agricultural production.

Abstract: A system uses a machine learning model trained using multitask learning for processing audio signals of different types. The system may be used in a device such as a headset, smart glasses, or a smart watch, and may be used to make predictions based on different types of audio signals, for example, for classifying acoustic events based on audio signal or for keyword spotting to detect wake words. The use of a single machine learning model for analyzing different types of audio signals improves storage efficiency as well as energy efficiency of devices compared to systems that use a different machine learning model for processing each type of audio signal.

Abstract: An anti-GFRAL antibody and a use thereof. The anti-GFRAL antibody or an antigen-binding portion thereof can be used for treating or preventing GFRAL-mediated or GFRAL-RET-GDF15 signaling pathway-mediated diseases or abnormalities, particularly cachexia syndrome.

Abstract: A method and apparatus for optimally configuring a capacity of a high-proportion new energy system, a device, and a medium, which belong to the field of new energy system optimization and are used for solving the problems of insufficient flexibility of the high-proportion new energy system during the heating period and difficult consumption of renewable energy. The method includes: constructing a high-proportion new energy system structure; establishing a concentrating solar power (CSP) unit model and a combined heat and power (CHP) unit model based on the proposed structure; establishing a high-proportion new energy system collaborative optimization model based on the proposed unit models; acquiring relevant data of various units and renewable resource data; and obtaining a capacity configuration and operation optimization scheme of various units in the high-proportion new energy system according to the established model, thereby improving the renewable energy consumption of the system.

Abstract: A semiconductor structure is disclosed. The semiconductor structure includes a staircase structure disposed over a substrate. The staircase structure includes a plurality of layer stacks, where each layer stack is made of a first material layer over a portion of a second material layer. The staircase structure further includes a plurality of landing pads, where each landing pad is disposed over another portion of the second material layer of a respective layer stack.

Abstract: Disclosed is a replication-defective Ad35-vectored immunogenic composition for inducing immune response against SARS COV-2, comprising an Ad35 vector, wherein the Ad35 vector encodes the optimized nucleic acid sequence of SEQ ID NO: 1. Some embodiments of the present disclosure have better safety and use convenience. Experiments have shown that the immunogenic composition can produce more S proteins in human cells. Some embodiments of the present disclosure may be used in combination with another immunogenic composition or may also be used as a therapeutic immunogenic composition for Corona Virus Disease 2019. When a patient is immunized with the Ad35-vectored immunogenic composition of the present disclosure at the initial stage of infection, the immunogenic composition induces an immune response in the human body, thereby achieving a therapeutic effect.

Abstract: Embodiments of this application relate to the field of communication technologies, and provide a user equipment UE capability information reporting method and a device. The method includes: UE receives UE capability enquiry information from a network device, where the UE capability enquiry information is used to query a capability of the UE. The UE sends UE capability information to the network device based on the UE capability enquiry information, where the UE capability information is used to indicate that the UE supports a first-type band combination, and the first-type band combination includes a band combination including an intra-band ENDC band combination and NRCA. The UE capability information includes first information and second information, the first information includes a first bandwidth combination set of the intra-band ENDC supported by the UE, and the second information includes a second bandwidth combination set of the NRCA supported by the UE.