Abstract: A machine learning-based digital holography device and a method for operating same are disclosed. The digital holography method according to one embodiment comprises the steps of: obtaining an optical image including two-dimensional information about a sample; and on the basis of the optical image, generating a holographic image including three-dimensional information about the sample.

Abstract: A control method of a fastening tool for fastening a component part includes photographing a fastening portion of the component part through a camera portion mounted on the fastening tool. The control method includes pre-processing that rotates an input image, which has been photographed by the camera portion, to match with representative model image. The control method includes estimating the fastening portion through an inference process through a convolutional neural network (CNN) algorithm-based image classification work on a video input image of a same fastening portion finished with the pre-processing work. The control method also includes setting a torque value that is matched with a recognized fastening portion when a probability value of the fastening portion in the inference process exceeds a predetermined reference ratio.

Abstract: The present disclosure relates to a steering apparatus and a steering control method. A steering apparatus of the present disclosure comprises: a sensor which measures the steering angle on the basis of the torque of a steering wheel; a steering control module including one electronic control unit that controls a reaction force motor by using information on the steering angle measured by the sensor; and an auxiliary reaction force module which provides a reaction force to a steering shaft or a motor shaft by not applying a current from the electronic control unit during an abnormal operation of the electronic control unit.

Abstract: Provided is a PCR tube including: an outer tube configured to provide a first space having a blocked lower portion; and an inner tube inserted to the first space. Here, the inner tube includes: an inner tube body configured to provide a second space; and a spiral structure protruding from a side surface of the inner tube body to the outside of the inner tube body, and a micro-channel is defined by the outer tube, the inner tube body, and the spiral structure in a state in which the inner tube is inserted into the first space.

Abstract: A flange, and a pipe and a flange structure and, more particularly, to a pipe and a flange structure, which allows the pipe connection and the assembling of an expansion valve of a vehicle air conditioner using two or more evaporators.

Abstract: An organic light-emitting display device includes: a substrate on which a display area and a non-display area surrounding the display area are defined, the display area includes a main area and at least one protruding area, and a plurality of pixels is in the display area; a first signal line on the substrate in the main area to provide signals to the plurality of pixels; a second signal line on the substrate in the protruding area to provide signals to the plurality of pixels; a compensation line on the substrate in the non-display area and electrically connected to the second signal line; and a bridge pattern over the second signal line and the compensation line in the non-display area and electrically connecting the second signal line with the compensation line, the bridge pattern including a double-bridge structure.

Abstract: A lens driving device according to an embodiment comprises: a bobbin wherein at least one lens is installed inside thereof and a first coil is installed on the outer circumferential surface thereof; a first magnet arranged around the bobbin so as to be opposite to the first coil; a housing for supporting the first magnet; upper and lower elastic members coupled with the bobbin and the housing; a first sensor for sensing displacement of the bobbin in the first direction; a second magnet arranged so as to be opposite to the first sensor; a base arranged to be spaced apart from the housing by a certain distance; a second coil arranged so as to be opposite to the first magnet; a circuit board whereon the second coil is installed; a plurality of support members for supporting the housing so as to be movable in the second and third directions which are orthogonal to the first direction with respect to the base and for connecting at least one of the upper and lower elastic members to the circuit board; and a second

Abstract: A method of managing receipt of a package using a vehicle includes: determining a size of the package when there is a request for delivery of the package, determining an optimal place to store the package in the vehicle using the determined size of the package and a size of a loading space in the vehicle, providing the optimal place to a recipient, and finally determining a package storage position provided by the recipient. A deliverer may store the package in the finally determined package storage position.

Abstract: A power semiconductor is disclosed and for high-voltage and high-power operation. An example power semiconductor comprises: a substrate; a drift layer formed in the substrate including an active area having doped regions and a termination area configured to surround the active area; and a junction termination extension (JTE) in the termination area.

Abstract: The present invention relates to an antidepressant, anti-anxiety, anti-stress, tension-relieving or stress-relieving composition containing a fermented Perilla frutescens extract. In addition, the present invention relates to a fermented Perilla frutescens extract-containing composition for preventing, ameliorating, or treating stress-related disorders, depression, or anxiety. In addition, the present invention relates to a fermented Perilla frutescens extract-containing fiber or fragrance composition for relieving depression, anxiety, tension, or stress. In addition, the present invention relates to a method for treating depression or anxiety, the method comprising administering a fermented Perilla frutescens extract to a patient suffering from a stress-related disorder, depression, or anxiety. A fermented Perilla frutescens (Perilla frutescens Britton var. acuta Kudo (Chajgi), or Perilla frutescens Britton var.

Abstract: The present exemplary embodiments may provide a negative electrode material for a lithium secondary battery, the negative electrode material containing nano-silicon, crystalline carbon, amorphous carbon, and carbon nanotubes, wherein one end of the carbon nanotube is located inside the negative electrode material and the other end of the carbon nanotube protrudes out of the negative electrode material, and an average length of the carbon nanotubes protruding out of the negative electrode material is 0.1 ?m to 1 ?m.

Abstract: There is provided a display device including a first substrate including a light emission area and a non-light emission area; a first pixel electrode on the light emission area of the first substrate; a pixel defining layer on the non-light emission area of the first substrate, defining a first opening; a thin film encapsulation layer on the first pixel electrode and the pixel defining layer; a first light control layer overlapping the light emission area, on the thin film encapsulation layer; a planarization layer on the thin film encapsulation layer; and a bank pattern overlapping the non-light emission area, on the planarization layer and defining a second opening, wherein the first light control layer includes a first surface directed toward the first pixel electrode, a first side directed toward the bank pattern, and a first inclined surface connecting the first surface with the first side, and the planarization layer is in contact with the first inclined surface.

Abstract: Disclosed are an electrostatic precipitator system and method. The disclosed electrostatic precipitator system includes: an electrostatic precipitator; a main hopper which is disposed below the electrostatic precipitator so as to be in fluid communication with the electrostatic precipitator; a plurality of sub-hoppers disposed below the main hopper so as to be in fluid communication with the main hopper; a vertical duct disposed below each sub-hopper so as to be in fluid communication with each sub-hopper; and a water tank disposed below the vertical duct so as to be in fluid communication with the vertical duct.

Abstract: An optical imaging system is provided. The optical imaging system includes a first lens group including a first lens, a reflective member, and a second lens arranged in order from an object side to an imaging side; and a second lens group disposed behind the second lens and including a plurality of lenses, wherein the first lens has positive refractive power, and has a convex object-side surface and a concave image-side surface, and the first lens is spaced apart from the reflective member, and the second lens is bonded to the reflective member.

Abstract: In one aspect of the present invention, a solder paste for connection pins is provided, comprising: solder powder that includes tin, has a mean diameter of 3˜5 ?m, and wherein the proportion of powder particles with a diameter of 8 ?m or more is less than 1 wt %; and a flux that enhances the wettability of the aforementioned solder powder.

Abstract: In one aspect of the present invention, the connection pin comprises a columnar structure with a diameter ranging from 60 to 500 micrometers (?m) and an aspect ratio (length to diameter) ranging from 1 to 10. Furthermore, the angle formed between the horizontal and vertical surfaces of the said structure is characterized by being between 90°±3°.

Abstract: Present embodiment relates to a method for manufacturing a circuit board, and more specifically, to a technique for solving problems that may arise due to etching by injecting epoxy or silicon or inserting a metal block into a gap formed between two or more ceramic substrates.

Abstract: The present invention relates to an organic light-emitting diode in which a light-emitting layer comprises a compound represented by [chemical formula A] as a host and comprises a compound represented by [chemical formula 3], [chemical formula 4], [chemical formula 3-1] to [chemical formula 4-3] as a dopant, wherein [chemical formula 3], [chemical formula 4], [chemical formula 3-1] to [chemical formula 4-3] are the same as those described in the detailed description of the invention.

Abstract: An apparatus for controlling viscosity of a slurry includes a mixing module mixing raw materials for a secondary battery, and a processor performing machine learning for prediction of viscosity of the slurry, predicting viscosity of the slurry in real time during a mixing process through machine learning, and adjusting conditions of the mixing process performed by the mixing module such that a predictive viscosity of the slurry meets a target viscosity.