Abstract: An apparatus for constructing a library for deriving a material composition using empirical result, which enables acceleration of research on the material-properties relationship. By applying the empirical results of the material composition, missing data of the material compositions can be statistically calculated by using supervised non-linear imputation techniques. The completed composition information of the materials is passed as an input of machine learning material-properties relationship prediction.

Abstract: A vertical frame for a display stand to store and display various articles is manufactured in the shape of a prefabricated block, and then is assembled in multiple stages. The vertical frame includes a body which is formed in a shape of a prefabricated block and is assembled to each other in multiple stages to support a shelf, a vertical length of the body being optionally adjusted by selection of a user; a body engaging member which protrudes upwardly from both sides or one side of a top surface of the body, and has an insertion groove of which one side is opened; a body engaging groove which is formed on a bottom surface of the body at a position corresponding to a formation position of the body engaging member, so as to guide the body engaging member and a body locking boss to an engaging position; and the body locking boss which protrudes from the body engaging groove and is fitted into the insertion groove when the bodies are assembled to each other in multiple stages.

Abstract: A vertical frame for a display stand to store and display various articles is manufactured in the shape of a prefabricated block, and then is assembled in multiple stages. The vertical frame includes a body which is formed in a shape of a prefabricated block and is assembled to each other in multiple stages to support a shelf, a vertical length of the body being optionally adjusted by selection of a user; a body engaging member which protrudes upwardly from both sides or one side of a top surface of the body, and has an insertion groove of which one side is opened; a body engaging groove which is formed on a bottom surface of the body at a position corresponding to a formation position of the body engaging member, so as to guide the body engaging member and a body locking boss to an engaging position; and the body locking boss which protrudes from the body engaging groove and is fitted into the insertion groove when the bodies are assembled to each other in multiple stages.

Abstract: Provided is a method and apparatus for remotely providing driver information regarding a product communicatively linked to a computer. The remote control apparatus generates information regarding drivers necessary for running the product based on received information regarding the product and system information of the computer. The remote control apparatus fetches information regarding drivers installed in the computer in response to a control signal, compares the generated driver information with the retrieved driver information, and transmits to the computer at least one of information regarding drivers not installed in the computer and necessary for running the product and a command for deleting information regarding drivers installed in the computer and unnecessary for running the product, based on the result of the comparison. This allows the computer to obtain information regarding optimal drivers for running the product.

Abstract: Provided is a method and apparatus for remotely providing driver information regarding a product communicatively linked to a computer. The remote control apparatus generates information regarding drivers necessary for running the product based on received information regarding the product and system information of the computer. The remote control apparatus fetches information regarding drivers installed in the computer in response to a control signal, compares the generated driver information with the retrieved driver information, and transmits to the computer at least one of information regarding drivers not installed in the computer and necessary for running the product and a command for deleting information regarding drivers installed in the computer and unnecessary for running the product, based on the result of the comparison. This allows the computer to obtain information regarding optimal drivers for running the product.