Abstract: Apparatuses, systems, and techniques to generate one or more neural networks. In at least one embodiment, one or more neural networks are generated, based on, for example, one or more convolutional neural network operations and one or more transformer neural network operations.

Abstract: The present invention discloses a synthesis method of lactide by confinement effect catalysis of crystalline porous polymer material, wherein the method comprising: (I) synthesis of catalyst; (II) synthesis of lactide by confinement effect catalysis; and (III) purification of lactide. In the present invention, a yield of L-lactide by catalysis of L-lactic acid by crystalline polymers is as high as 85.6%, which is 10% higher than the yield of lactide by H-? molecular sieve reported in documents currently available; it is easy to prepare the crystalline porous polymer material catalyst, which is environmental friendly, has a high yield and is recyclable, for consecutive 7 times the catalysis yield is maintained to be higher than 70%, and catalysis yield conservation rate is far higher than catalysis effects of catalysts reported in documents currently available.

Abstract: This application provides a communication method and a communication apparatus. The communication method includes: a network device sends downlink control information (DCI) to a terminal device, where the DCI indicates a first time domain resource in a first slot, the first time domain resource includes M time domain sub-resources, at least two adjacent time domain sub-resources in the M time domain sub-resources are at an interval of a first time period, and M is an integer greater than or equal to 2. The network device sends a physical downlink shared channel (PDSCH) on the first time domain resource. This method is used in a harmonized communication and sensing system.

Abstract: A rubber composition includes a rubber matrix and carbon fibers dispersed within the rubber matrix. The carbon fibers define a plurality of pores distributed throughout the carbon fibers and a surface chemistry including doped nitrogen and doped oxygen. The rubber composition also may include a plurality of additives selected from a crosslinking agent, at least one activator, and at least one accelerator, among others.

Abstract: Seawater fluidized ice manufacturing equipment is disclosed, comprising a compressor; a condenser, connected with the compressor, the condenser being internally provided with a condensing agent; a heat exchanger, connected with the condenser, the heat exchanger being provided with a hydrophobic material coating; and an ultrasonic generator, connected with the heat exchanger. A seawater fluidized ice manufacturing method is also disclosed, comprising the following steps: compressing low-temperature and low-pressure condensing agent vapor in an ice making barrel into high-temperature and high-pressure condensing agent vapor by the compressor; driving the seawater to enter the ice making barrel and the liquefied condensing agent into a cooling pipe, condensing the seawater into fluidized ice, wherein when the seawater is condensed in the ice making barrel, the ultrasonic generator generates ultrasonic waves to drive the seawater to crystallize into fluidized ice.

Abstract: Seawater fluidized ice manufacturing equipment is disclosed, comprising a compressor; a condenser, connected with the compressor, the condenser being internally provided with a condensing agent; a heat exchanger, connected with the condenser, the heat exchanger being provided with a hydrophobic material coating; and an ultrasonic generator, connected with the heat exchanger. A seawater fluidized ice manufacturing method is also disclosed, comprising the following steps: compressing low-temperature and low-pressure condensing agent vapor in an ice making barrel into high-temperature and high-pressure condensing agent vapor by the compressor; driving the seawater to enter the ice making barrel and the liquefied condensing agent into a cooling pipe, condensing the seawater into fluidized ice, wherein when the seawater is condensed in the ice making barrel, the ultrasonic generator generates ultrasonic waves to drive the seawater to crystallize into fluidized ice.