Abstract: Provided is a zinc alloy-plated steel material having excellent corrosion resistance and surface qualities. The steel material includes: a base steel; a zinc alloy-plating layer formed on the base steel, wherein the zinc alloy-plating layer comprises, by weight %, 8 to 25% of aluminum (Al), 4 to 12% of magnesium (Mg), and a balance of zinc (Zn) and inevitable impurities; and a polygonal solidification phase formed in a surface of the zinc alloy-plating layer and having a substantially straight boundary line between the polygonal solidification phase and a microstructure surrounding the polygonal solidification phase. The substantially straight boundary line forms an angle with an adjacent substantially straight boundary line, and an area fraction occupied by the polygonal solidification phase on the surface of the zinc alloy-plating layer is 20 to 90%.

Abstract: Provided is a device for checking the insulation status of a photovoltaic module, the device including a photovoltaic module, a bridge circuit connected to the photovoltaic module and having two first resistors connected in series and two second resistors connected in series such that the two first resistors and the two second resistors are connected in parallel, a sensor unit detecting a PV voltage of the photovoltaic module and a bridge voltage between a first node as a contact of the two first resistors and a second node as a contact of the two second resistors, a relay connected between the first node or the second node and the ground, a controller closing or opening the relay, and an calculation unit calculating an insulation resistance between the photovoltaic module and the ground based on the PV voltage and the bridge voltage.

Abstract: A method for image processing is provided. The method includes a step of collecting training data including a raw image, a two-dimensional (2D) image, and a depth image of the same object by using a data collection device, a step of learning the raw image and the 2D image to directly reconstruct a three-dimensional (3D) image from the raw image by using a diffusion network executed by a processor, based on a deep denoising learning method, and a step of updating a parameter of the diffusion network by using an update unit executed by the processor, based on a loss function representing a difference between the reconstructed 3D image and the depth image.

Abstract: A positive electrode for an all-solid-state battery includes a current collector, and a positive electrode active material layer on the current collector, the positive electrode active material layer including a positive electrode active material; a sulfide solid electrolyte; a dispersion medium including a compound of CH3C(?O)O—R1, where R1 is a C7 to C9 alkyl group; a binder; an electrolyte salt; one or more of a monofunctional or higher (meth)acrylate having an alkylene glycol group, an oligomer thereof; and a cross-linked product thereof, and a conductive material.

Abstract: A semiconductor device includes a chip body; a passivation layer on the chip body; a lower dielectric layer on the passivation layer; a first re-distribution pad on the lower dielectric layer; an upper dielectric layer on the lower dielectric layer, the upper dielectric layer having a groove that exposes an upper surface of the first re-distribution pad; and a second re-distribution pad on the upper dielectric layer. An upper surface of the second re-distribution pad is positioned at a higher level than the upper surface of the first re-distribution pad.

Abstract: The present disclosure is directed to compounds of formula (I): wherein X, Y, Z, R1, R2a, R2b, R3, and L are as described herein, as stereoisomers, enantiomers, or tautomers thereof or mixtures thereof; or pharmaceutically acceptable salts, solvates, or prodrugs thereof, and pharmaceutical compositions comprising the compounds of formula (I), as described herein, which are useful as voltage-gated sodium channel modulators and are therefore are useful in treating seizure disorders such as epilepsy.

Abstract: A liver-targeted drug and therapeutic use thereof for diseases requiring drug action in the liver are disclosed. A method in which a substance having activity with respect to glucagon is used so as to induce delivery of the liver-targeted drug to liver tissues or an increase in distribution of the drug in liver tissues after in vivo administration.

Abstract: The present disclosure relates to a partial discharge monitoring system and a partial discharge monitoring method that are capable of monitoring and determining a defect generated in a high-voltage power device in real time by classifying signals generated from the high-voltage power device with a machine learning algorithm being applied, and capable of easily forming feature dot data clusters in both a high-density area and a low-density area of two-dimensional feature dot data by performing a process of clustering feature dot points generated from the signals of the power device on the basis of density and distance in parallel, respectively, thereby generating PRPD data for each cluster without missing a signal to improve partial discharge determination accuracy.

Abstract: Disclosed is a high-temperature polymer electrolyte membrane fuel cell, in which electrodes of the fuel cell include a polymer containing a phosphoric acid group and a binaphthyl group, thereby preventing phosphoric acid poisoning of a catalyst due to strong interaction with phosphoric acid and porosity and increasing electrochemical performance.

Abstract: Provided is an apparatus for diagnosing a disease, which includes an acquisition module configured to acquire multi-modal data including at least two types of data among text data, speech data, and image data related to each depression patient, a preprocessing module configured to visualize data that is not the image data among the multi-modal data and output image datasets including the image data among the multi-modal data and the visualized data, and a classification module configured to classify whether each depression patient has depression based on the image datasets.

Abstract: A sustained release preparation of a human growth hormone conjugate is disclosed. The sustained release preparation contains a sustained release human growth hormone (hGH) conjugate resulting from conjugation between an immunoglobulin Fc region and a human growth hormone (hGH) as an active peptide; a buffer solution; a nonionic surfactant; and a sugar alcohol. A freeze dried preparation and a liquid preparation including the sustained release human growth hormone conjugate, a production method for the freeze dried preparation, a method of reconstituting the freeze dried preparation, and a kit containing the freeze dried preparation and a reconstituting solution are also disclosed.

Abstract: A liver-targeted drug and therapeutic use thereof for diseases requiring drug action in the liver are disclosed. Additionally, a method in which a substance having activity on glucagon is used so as to induce delivery of the drug to the liver tissue or an increase in distribution of the drug in the liver tissue after in vivo administration.

Abstract: A system and method for preventing hacking of blockchain is proposed.

Abstract: The present disclosure relates to a partial discharge monitoring system and a partial discharge monitoring method that are capable of monitoring and determining a defect generated in a high-voltage power device in real time by pattern recognizing signals generated from the high-voltage power device with a machine learning algorithm being applied.

Abstract: The present invention relates to a lyophilized formulation including a fusion protein of ?-galactosidase A and a preparation method thereof, wherein the lyophilized formulation not only has storage stability by including a composition providing structural stability to a fusion protein of ?-galactosidase A, but also has excellent stability although the fusion protein is contained at a high concentration.

Abstract: According to the present disclosure, provided is a method for determining phase transition temperature using electrical conductivity. More specifically, according to the present disclosure, there is provided a method for determining phase transition temperature using electrical conductivity, including preparing a graph of the change in electrical conductivity of molten salts according to temperature, and performing at least one mathematical analysis of (i) performing a first-order differential on the graph, (ii) performing a second-order differential on the graph; and (iii) determining the number (n) of data and resolution (AT) based on the graph to derive Tn by Equation (1) below and performing linear regression analysis on a linear section to detect an outlier based on a distance from the linear regression equation, T n = T max - ? ? T × n Equation ? ( 1 ) where n denotes the number of data, and ?T denotes an interval of measurement temperature and means resolution.

Abstract: A superconducting device includes a frequency-tunable device including a first conductive pad and a second conductive pad which are connected to each other by a Josephson junction, a ferromagnet having a magnetic domain wall, and a control circuit configured to apply a current to the ferromagnet to adjust a position of the magnetic domain wall of the ferromagnet, and to control a resonance frequency of the frequency-tunable device.

Abstract: There is provided a method for generating image change data to be performed by an image change data generating apparatus, the method comprising, inputting an initial image and data parameters to a data generator, generating a first image and a second image respectively, within a first time interval by using the data generator based on the initial image and the data parameters, the first image and the second image being in a relationship of consecutive frames with each other, and generating a first image change data by using a pre-trained first proxy network and a second image change data by using a pre-trained second proxy network based on the first image and the second image.

Abstract: Provided are a preparation method of a nitrile-based rubber, a nitrile-based rubber prepared therefrom, and a rubber composition including the nitrile-based rubber, and the nitrile-based rubber has a low content of a residual emulsifier and excellent mechanical physical properties by using a emulsifier mixture including a first emulsifier including a sulfosuccinate ester-based compound, and a second emulsifier including a fatty acid or a metal salt thereof, or a rosin acid or a metal salt thereof, each of which has 12 to 18 carbon atoms and a monocarboxyl group, wherein the first emulsifier and the second emulsifier are included at a weight ratio of 2:1 to 6:1.