Abstract: A method of reinforcement learning of a neural network device for generating a verification vector for verifying a circuit design comprising a circuit block includes inputting a test vector to the circuit block, generating one or more rewards based on a coverage corresponding to the test vector, the coverage being determined based on a state transition of the circuit block based on the test vector, and applying the one or more rewards to a reinforcement learning.

Abstract: A method of controlling combustion of an engine improves unstable ignition and knocking which may be generated in an engine to which a diesel-gasoline mixed combustion mode and a gasoline mixed combustion mode are applied to low load and high load driving zones. The method includes: determining a combustion mode according to a current driving state of the engine; determining a compression ration corresponding to the combustion mode; controlling a variable compression ratio device to control a compression ratio of a cylinder; determining whether the combustion state of the engine obtained during the combustion after the control to the compression ratio satisfies a set condition; and performing a compression ratio compensation such that the combustion state of the engine satisfies the set condition with taking a combustion pressure sensor signal as a feedback signal when the set condition is not satisfied.

Abstract: A method and an apparatus for improving unstable ignition and knocking which may be generated in an engine to which a diesel-gasoline mixed combustion mode and a gasoline mixed combustion mode may be applied to low load and high load driving zones may include determining a combustion mode according to a current driving state of the engine from the mixture combustion mode and the gasoline combustion mode, and variable-controlling the compression ratio to a compression ratio corresponding to a corresponding combustion mode by controlling a variable compression ratio device for the control of the compression ratio to the compression ratio corresponding to the combustion mode according to the current driving state of the engine.

Abstract: The present invention discloses a method and an apparatus for forming a selective emitter of a solar cell. The apparatus for forming a selective emitter of a solar cell in accordance with the embodiment of the present invention includes: a transport means configured to transport a substrate having a first emitter layer formed on an upper surface thereof, the first emitter layer having n-type impurities diffused and formed therein, a table configured to be supplied with the substrate from the transport means and to support the supplied substrate, a mask, being placed on the upper side of the first emitter layer and having a patterned opening, and a ramp, being located above the table and applying a heat energy to the first emitter layer that is exposed though the mask.

Abstract: A method of manufacturing a solar cell, which can improve productivity by improving a surface texturing process for effectively capturing incident light during a process for manufacturing the solar cell, is provided. The method includes cleaning a substrate, texturing a surface of the substrate, doping and diffusing impurities into the substrate, coating an anti-reflection layer on the substrate, formed metal electrodes on the substrate, and cutting off corner electrodes among the metal electrodes. The texturing of the surface of the substrate includes printing a mask having a predetermined pattern on the substrate through an imprint process, etching the substrate, and removing the mask.