Abstract: Provided are a training system and an operating method thereof. The training system includes a job proxy configured to partition a training job corresponding to a neural network model into a plurality of microservices respectively executed by a plurality of logical workers, and a scheduler configured to schedule the plurality of microservices for a plurality of processing units, respectively, wherein the plurality of microservices includes a plurality of first microservices executed by a first logical worker among the plurality of logical workers and a plurality of second microservices executed by a second logical worker among the plurality of logical workers, and the scheduler is configured to schedule the plurality of first microservices and the plurality of second microservices to any one processing unit among the plurality of processing units based on an availability status of the plurality of processing units.

Abstract: One of the purposes of the present invention is to provide: a compound which can be used as a binder having ion conductivity; and a battery which contains the compound. One aspect of the present invention is a compound comprising P and S as constituent elements, a group comprising one or more elements selected from the group consisting of O, N and halogen, the group bonding to the P, and a disulfide bond.

Abstract: Provided is a positive active material for a lithium secondary battery including a compound represented by the following formula 1, wherein, a molar content of lithium present in a structure of the positive active material, measured through neutron diffraction analysis, is 1.02 to 1.15 per mole of the positive active material, and a c-axis lattice constant variation ratio of the R-3m structure is less than 2.3% for charge and discharge in the 2.5 V to 4.25 V range, [Chemical Formula 1] Li1+a(NibM11-b)1-aO2 in formula 1 above, 0<a<0.2, 0.8<b<1, and M1 is one or more elements selected from Co, Mn, Al, Mg, Ca, Ti, V, Cr, Zr, Nb, Mo, and W.

Abstract: A salt cavern flow battery system includes: stack; salt cavern, including n positive salt caverns for storing a positive electrolyte with different valence states separately, and m negative salt caverns for storing a negative electrolyte with different valence states separately; a first closed loop being formed by connecting the positive electrode of the stack and the n positive salt caverns in series through a pipeline; a second closed loop being formed by connecting the negative electrode of the stack and the m negative salt caverns in series through a pipeline; a first pusher being arranged in the first closed loop to push the positive electrolyte to flow cyclically in the first closed loop, a second pusher being arranged in the second closed loop to push the negative electrolyte to flow cyclically in the second closed loop.

Abstract: Bispecific aptamers having a first end that specifically binds to a first tumor specific marker, tumor antigen, or viral protein and a second end that specifically binds to a second tumor specific marker, tumor antigen, or viral protein are provide. The bispecific aptamers can be used to treat cancer or virally infected cells. Generally, the bispecific aptamers bind to two surface proteins, preferably different proteins, on the same cell. In a preferred embodiment the bispecific aptamers bind to two different tumor markers, tumor antigens, tumor specific proteins and combinations thereof.

Abstract: A core-shell particle includes a core and a shell that is wrapped around the core. The core includes aluminum nitride. The shell includes aluminum and a dopant, and the dopant is yttrium, calcium, magnesium, lanthanum, niobium, titanium, copper, or a combination thereof. The aluminum and the dopant in the shell have a weight ratio of 90:10 to 99.9:0.1. The core-shell particle can be sintered to form a ceramic bulk.

Abstract: A common path interferometric probe for identifying a sample includes an optical fiber, a light guide component, a GRIN lens component and a beamsplitter surface. The optical fiber outputs a light beam. The optical fiber, the light guide component and the GRIN lens component are sequentially connected. The reflection surface is disposed on the light guide component and the beamsplitter surface disposed in the GRIN lens component. When the light beam output from the optical fiber travels through the light guide component and reaches the beamsplitter surface, a part of the light beam is reflected by the beamsplitter surface to form a reference beam, and another part of the light beam passes through the beamsplitter surface to form a sample beam. The reference beam travels back to the optical fiber by undergoing reflections at the reflection surface and beamsplitter surface.

Abstract: The present disclosure provides a binding agent for graphene film transfer, comprising 5-95 parts by weight of a volatile organic solvent A and 95-5 parts by weight of a volatile organic solvent B. The present disclosure does not use a transition substrate, which greatly reduces the cost, and realizes low-cost transfer. Moreover, the binding agent can be completely volatilized, so that the transferred graphene has no residual glue. The graphene is pure and pollution-free, and a high-quality graphene film can be obtained after the transfer of the graphene. Furthermore, high-quality multi-layer transfer can be achieved and the quality of multi-layer graphene can be guaranteed. Moreover, the graphene can be transferred to any different target substrates.

Abstract: A method of forming a ceramic material includes providing a mixture of solid powder, which includes precursors of crystalline aluminum silicate, amorphous fluxing agent, and amorphous modifier. The method also sinters the mixture of solid powder at 1600° C. to 1800° C. to form the ceramic material, which includes 100 parts by weight of the crystalline aluminum silicate having a chemical formula of AlSixO1.5+2x, wherein x is 0.21 to 0.35, 10 to 15 parts by weight of the amorphous fluxing agent, and 5 to 10 parts by weight of the amorphous modifier.

Abstract: A method for calibrating an analog-to-digital converter includes the following steps: conducting an initial performance test and judgement on the analog-to-digital converter; if the initial performance test succeeds, performing a pre-trimming and judgement on the analog-to-digital converter; if the pre-trimming succeeds, performing an error extraction on the analog-to-digital converter, obtaining errors of conversion stages of the analog-to-digital converter; performing an error soft trimming and test on the analog-to-digital converter according to the errors of the conversion stages; and if the error soft trimming and test of the analog-to-digital converter succeed, performing an error hard trimming and test on the analog-to-digital converter according to the errors of the conversion stages.

Abstract: A vertically integrated micro-bolometer includes an integrated circuit chip, an infrared sensing film, and a metal bonding layer. The integrated circuit chip includes a silicon substrate, a circuit element, and a dielectric layer disposed on the silicon substrate. The infrared sensing film includes a top absorbing layer, a sensing layer, and a bottom absorbing layer. The sensing layer is disposed between the top absorbing layer and the bottom absorbing layer. Materials of the top absorbing layer, the sensing layer, and the bottom absorbing layer are materials compatible with a semiconductor manufacturing process. The metal bonding layer connects the dielectric layer on the silicon substrate in the integrated circuit chip and the bottom absorbing layer of the infrared sensing film to form a vertically integrated micro-bolometer. In one embodiment, the infrared sensing film is divided into a central sensing film, a surrounding sensing film, and a plurality of connecting portions by a plurality of slots.

Abstract: The disclosure below relates to a security data processing device, a security data processing method, and a computer-readable storage medium for storing a program for processing security data. An embodiment provides a security data processing method comprising the steps of: classifying security events into one or more groups; extracting meaningful words from at least one security event in each of the classified groups; labeling each of the security events as a true positive group or a false positive group on the basis of the extracted meaningful words; and quantifying the security events in the true positive group and the security events in the false positive group.

Abstract: The present invention relates to a composition for the prevention, improvement or treatment of allergic diseases containing a Cassia mimosoides L. extract as an active ingredient, and more specifically, to a composition for the prevention, improvement or treatment of allergic diseases containing an ethanol extract of Cassia mimosoides L. as an active ingredient. In the present invention, the effect of Cassia mimosoides L. extract in treating allergic respiratory diseases was confirmed in an animal model of allergic asthma, and the anti-allergic effect of the compounds isolated from an ethanol extract of Cassia mimosoides L. was confirmed. Therefore, Cassia mimosoides L. extract of the present invention can be useful as a composition for preventing, improving, or treating allergic respiratory diseases, particularly allergic asthma or allergic bronchitis.

Abstract: A lift-up roller arrangement for electronic float glass, including a plurality of lift-up rollers rotatably arranged on the inner wall of an annealing kiln, wherein a plurality of boron nitride rings are fixedly sleeved on the outer side wall of each lift-up roller; a heat-resisting steel tubes is arranged on each of both sides of each lift-up roller; a plurality of exhaust holes are arranged on an outer side wall of the heat-resisting steel tube; the heat-resisting steel tube is in communication with an external hot gas supply case; and a plurality of cleaning assemblies used in cooperation with the lift-up rollers are arranged at the inner bottom of the annealing kiln.

Abstract: A method for a multisensory gestural-audio interface system is described. The method includes providing a high-level overview of a driving environment to a driver of an ego vehicle through non-visual communication. The method also includes scanning a vehicle cabin to detect a gesture of the driver in response to the high-level overview of the driving environment. The method further includes providing a non-visual description of a selected vehicle control object according to the detected gesture of the driver. The method also includes performing a vehicle control action based on the selected vehicle control object based on a confirmation from the driver to perform the vehicle control action.

Abstract: An encapsulant composition and a film are provided. The encapsulant composition includes 20-45 parts by weight of a component (A), 55-80 parts by weight of a component (B) and a component (C). The total weight of the component (A) and the component (B) is 100 parts by weight, and the weight ratio of the component (C) to the component (A) is 1:100 to 5:100. The component (A) includes first compound (A-1) and second compound (A-2), the component (B) is a non-modified inorganic powder or modified inorganic powder, and the component (C) is an initiator. The first compound (A-1) has structure represented by Formula (I) or Formula (II), and the second compound (A-2) is a monoalkenyl aromatic compound wherein R1, R2, R3, R4, R5, R6, R7, R8, R9, R10, a, b, c, d, e and f are as defined in the specification.

Abstract: A control channel transmission method of a transmitting node may comprise: generating cyclic redundancy check (CRC) bits based on downlink control information (DCI) to be transmitted to a first receiving node; masking some bits of the CRC bits with a radio network temporary identifier (RNTI), the some bits being determined by a masking offset, and the RNTI being assigned to identify the first receiving node; and transmitting a control channel to the first receiving node, the control channel including the DCI, the masked some bits, and not-masked CRC bits.

Abstract: Disclosed are a three-dimensional wildfire monitoring and control system and method for a power transmission corridor. The system includes: a wildfire-induced trip risk assessment module, for assessing, when a wildfire is detected in a power transmission corridor, a wildfire-induced trip risk in real time so as to determine whether to issue a wildfire warning; an online wildfire monitoring device layout planning module, for generating an online wildfire monitoring device layout plan for transmission lines based on the wildfire-induced trip risk, a blind spot of satellite monitoring and importance levels of the transmission lines; and a three-dimensional power transmission corridor wildfire monitoring and warning module, adopting multi-source satellites and drones, and realizing three-dimensional wildfire monitoring of the power transmission corridor by monitoring through online wildfire monitoring devices provided according to the layout plan, the multi-source satellites and the drones.

Abstract: A simulation equipment for hot and humid marine environment and radiation intensity prediction method thereof, which can simultaneously load the working environment factors including voltage, current, temperature, humidity, salt spray, and UV radiation for the tested electrical equipment. The radiation intensity prediction method can predict the UV radiation intensity at the target position of the tested electrical equipment under the influence of different temperature and humidity and salt spray concentration on the attenuation of UV light radiation, so as to accurately obtain the UV radiation intensity qt at the target position of the tested electrical equipment during material corrosion and aging tests. Moreover, the UV radiation intensity qt at the target position of the tested electrical equipment can be adjusted to the target UV radiation intensity by correspondingly enhancing or weakening the luminous intensity of each UV fluorescent lamp tube.

Abstract: A method of assessing a membrane includes calculating fluid dynamic characteristics of at least one of a membrane and a material to be passed through the membrane, the membrane includes a plurality of rows and a plurality of teardrop structures arranged in the plurality of rows, the material includes particles; obtaining characteristic of at least one force acting on the particles of the material to be passed through the membrane due to the interaction between the particles and the membrane, the at least one force being an intermolecular force; and combining the calculated fluid dynamic characteristic and the obtained characteristics to assess the flow of the material through the membrane. In some embodiments, the teardrop structures in each row are arranged at substantially the same angle with respect to an anticipated direction of flow through the membrane.