Abstract: An apparatus for determining electrical melting traces by direct current and alternating current in wires based on deep learning includes an image obtaining unit configured to obtain a wire image including an electrical melting trace, a trained model application unit configured to calculate a probability (determination probability) of determining the electrical melting trace as an electrical melting trace by direct current or alternating current by applying a pre-trained model, and a determination unit configured to determine the electrical melting trace according to a set determination condition.

Abstract: A deep learning-based fuse state determination apparatus includes an image obtaining unit configured to obtain a fluoroscopic image of an object including a fuse, a fuse area extraction unit configured to extract a fuse area from the fluoroscopic image of the object, a trained model application unit configured to calculate a probability (determination probability) of determining a fuse state of the extracted fuse area as a fuse state of set classification by applying a pre-trained model, and a fuse state determination unit configured to determine the fuse state of the extracted fuse area according to a set determination condition.

Abstract: A wire melting trace photographing apparatus according to an embodiment includes a wire fixing member connected to one side of a wire including a melting trace and fixing the wire, and a photographing member capable of photographing the melting trace in a circumferential direction of the wire. A deep learning-based electric wire-melting trace determination apparatus according to an embodiment includes an image obtaining unit configured to obtain a wire image for each rotation angle, a trained model application unit configured to calculate a determination probability of the wire image for each rotation angle, a melting trace analysis unit configured to analyze information related to a determination probability of a melting trace included in the wire, and a melting trace determination unit configured to determine the melting trace included in the wire according to a set determination condition.

Abstract: Provided is a method for areal selective forming of a thin film according to an exemplary embodiment of the present disclosure including: a substrate preparation step of supplying and stabilizing a substrate including a growth area and a non-growth area into a chamber; a precursor supply step of supplying a metal precursor compound into the chamber and adsorbing the metal precursor compound to the substrate; a purge step of purging the inside of the chamber; and a thin film formation step of supplying a reaction material into the chamber to react with the metal precursor compound and form a thin film, in which the metal precursor compound is a Group 5 metal precursor compound represented by Chemical Formula 1 below:

Abstract: Disclosed are an anode active material for an all-solid-state battery in which a lithophilic material is deposited in and on particles.

Abstract: The present disclosure relates to an anode active material for an all-solid-state battery. The anode active material includes a particle and a coating part including a lithiophilic material deposited on the surface of the particle, and may further include a filler part deposited in the particle and including a material alloyable with lithium.

Abstract: Disclosed are an anode active material for an all-solid-state battery in which a lithiophilic material is deposited in and on particles.

Abstract: The present invention relates to a biomarker for neurodegenerative diseases, comprising glycotoxin, a specific protein bound to glycotoxin, or a glycotoxin-specific protein complex, and more specifically, the biomarker permits non-invasive rapid detection of a specific fluorescence from the skin surface and therefore can be used in early detection of cognitive impairment, and for a confirmed case of cognitive impairment, measures the mRNA expression level and protein level of the biomarker from living tissues such as skin and blood, and therefore is advantageously utilized in prediction, diagnosis, and the like of neurodegenerative diseases such as Alzheimer's disease and the like.

Abstract: An embodiment vehicle hinge driving apparatus includes an actuator, a housing connected to the actuator, an output shaft rotatably mounted in the housing, and a transmission mechanism including a plurality of gear sets configured to transmit a torque from the actuator to the output shaft, wherein the plurality of gear sets includes a proximal gear set close to the actuator, a first distal gear set operatively connected to the proximal gear set, and a second distal gear set operatively connected to the first distal gear set, wherein the second distal gear set is detachably mounted and configured to respond to a required output torque, and wherein the output shaft is connected to the first distal gear set or the second distal gear set.

Abstract: Separators and electrochemical devices including the separators are disclosed. In an example embodiment, a separator may include a porous substrate; and a heat-resistant adhesive layer disposed on at least one surface of the porous substrate, wherein the heat-resistant adhesive layer includes: inorganic particles; and organic particles including a plurality of protrusion parts and a plurality of valley parts.

Abstract: Separators and electrochemical devices including the separators are disclosed. In an embodiment, a separator may include a porous substrate; an inorganic particle layer including inorganic particles that are disposed on at least one surface of the porous substrate and connected to each other to form pores between the inorganic particles; and an adhesive layer including organic particles having a plurality of protrusion parts and a plurality of valley parts connected to each other to form pores.

Abstract: An upper arm module of a wearable muscular strength assisting apparatus is provided. The upper arm module includes a base part configured to be connected to a wearer's body, and an upper arm part having a first end thereof coupled to the base part to be rotatable about a fixed point. The upper arm part is coupled to the wearer's upper arm to apply a torque thereto. The upper arm module further includes an elastic body having a first end thereof fixedly coupled to the upper arm part and generating an elastic force by deformation. In particular, the upper arm module also includes a first link having a first end thereof rotatably coupled to the base part at a point of application, and a second link rotatably coupled to the second end of the first link at a first point.

Abstract: Provided is a method of continuously regenerating a separator including inorganic particles. According to an embodiment of the present disclosure, method of continuously regenerating a separator including inorganic particles including: impregnating a separator of which at least a part of the surface is coated with a coating layer including inorganic particles in a water tank, and then performing a surface polishing treatment to release the coating layer 10 coated on the surface of the separator; and drying the separator from which the coating layer has been released may be provided.

Abstract: A foldable, flexible display apparatus includes a flexible display panel which displays an image and includes a display side on which the image is displayed and of which portions thereof face each other in a folded state of the flexible display apparatus; a cover window on the display side of the flexible display panel and including: a window film comprising a transparent plastic film having a modulus of elasticity of about 6.3 gigapascals or more; and a coating layer on the window film, and configured to be transparent and to protect the window film from physical damage thereto; and an adhesive layer between the window film and the display side of the flexible display panel, 10 and configured to have elasticity and bond the window film and the flexible display panel to each other.

Abstract: A gripper includes a base unit and finger units coupled to a protruding direction-side of the base unit. Each of the finger units includes a first link structure coupled to the base unit, a second link structure rotatably coupled to the first link structure, and a third link structure rotatably coupled to both the first link structure and the second link structure, and the second link structure includes a finger tip. When the finger unit is pressed in the protrusion direction, the finger tip is brought closer to the base unit in the protrusion direction by the first link structure. When the finger unit is further pressed in the protrusion direction, the finger tip is rotated to be oriented in a direction opposite to the protruding direction in a state in which the finger tip is oriented in a gripping direction that is a direction perpendicular to the protruding direction.

Abstract: A separator, a method of manufacturing the separator, and an electrochemical device including the separator. The separator includes: a porous substrate; and an inorganic particle layer formed on at least one surface of the porous substrate, wherein a release rate of the inorganic particle layer is 70% or more when measured by immersing the separator in a water tank at room temperature and then subjecting the separator to sonication under conditions of a frequency of 40 kHz, an output of 1,000 W, and an application time of 60 seconds.

Abstract: The disclosed technology relates to a mixed recycled polyolefin resin composition comprising a recycled polyolefin resin obtained from a waste separator and a new polyolefin resin, and a recycled product using the same. The mixed recycled polyolefin resin composition comprising a new polyolefin resin and a recycled polyolefin resin from a waste separator based on an embodiment of the disclosed technology has excellent physical and chemical properties.

Abstract: The present invention relates to a novel antibody specifically binding to OX40L and a bispecific antibody specifically binding to OX40L and TNF? and, specifically, to an antibody or a bispecific antibody specifically binding to human OX40L to effectively inhibit the binding of OX40 to an OX40 receptor; a nucleic acid encoding the antibody; an expression vector comprising the nucleic acid; a transformant comprising the expression vector; a method for preparing the antibody; a pharmaceutical composition for treating autoimmune diseases or inflammatory diseases, comprising the antibody; a composition for diagnosing autoimmune diseases or inflammatory diseases, comprising the antibody; a method for diagnosing autoimmune diseases or inflammatory diseases by using the antibody; a method for providing information on diagnosis of autoimmune diseases or inflammatory diseases by using the antibody; and a kit for providing the same.

Abstract: The construction method of NALU (Network Abstraction Layer Unit) for IPv6 label switching and its using algorithms of video encoding, QoS control, and decoding are provided. According to an embodiment of the present invention, the NALU format is composed of the NALH (Network Abstraction Layer Header) including the label and the NAL (Network Ab¬straction Layer) payload. Here, the label is determined based on layer information which is combination of a spatial scalable level, a temporal scalable level, and a quality scalable level of the encoded data. The decoder uses the label to decide which one of multiple decoding modules is used to decode the current NAL payload. Moreover, the label can be included in the packet header so that the MANE (Media Aware Network Element) can use the label to decide whether to forward the packet or drop it. For example, the label in the packet header can be used for QoS control of video service by using the flow label field in IPv6 packet header.

Abstract: Disclosed are a vehicle including an electric motor and a method of controlling the same for providing a notification function to an occupant of the vehicle by controlling a pitching motion of a vehicle body. The method includes calculating a first torque value for providing the pitching motion based on driving state information including a vehicle speed, a driving mode, and an environment of a driving road; calculating a second torque value based on a request of a driver; and calculating a final torque value for controlling the electric motor based on the first torque value and the second torque value.