Abstract: Example encoding/decoding methods, communication apparatus, and systems are provided. One example encoding method includes encoding first data by using an encoding model, to obtain N pieces of encoded data, where N is an integer greater than 2. De-correlation is performed on the N pieces of encoded data to obtain N pieces of de-correlated encoded data, where a part or all of the N pieces of de-correlated encoded data may be for determining second data, the second data is for restoring third data, and the third data is the first data, or an approximation degree between the third data and the first data is greater than a specified threshold The N pieces of de-correlated encoded data are sent.

Abstract: The present invention relates to an automatic history matching system for an oil reservoir based on transfer learning, comprising a data reading module, a population reinitializing module, an optimization module, a simulated calculation module, a comparative judgment module and an output module, wherein the data reading module reads an optimized result of an existing oil reservoir, outputs the optimized result to the population reinitializing module, obtains an initial population of a new oil reservoir by calculation and outputs the initial population to the optimization module; the optimized result is outputted to the simulated calculation module to obtain oil reservoir production simulated data, and the oil reservoir production simulated data is outputted to the comparative judgment module; when an error between the simulated data and observed data meets the requirement, the optimized result is outputted to the output module, and the system operation is completed; and if the error does not meet the requirem

Abstract: A stacked-type lithium ion battery, comprising a core, a battery shell, and a cover plate; said core is placed in the battery shell, said cover plate is coupled to the battery shell in a sealed manner; said core comprises a plurality of layers of positive plates, negative plates, and membranes that are stacked together with each other, and the membrane is between the positive plate and the negative plate; wherein at least two membranes are in a 5-175° included angle between their tensile directions. Since the tensile directions of the membranes are different, the overall tensile strengths of the battery in all tensile directions are essentially same; therefore, the phenomenon of short circuit in the battery resulted from membrane rupture in lower tensile strength directions can be prevented, and the battery safety performance is greatly enhanced.

Abstract: The present invention relates to an Exendin 4 polypeptide fragment, which has hypoglycemic activity, and can be used for the treatment of type II diabetes mellitus. The polypeptide sequence described herein is HGEGTX1TSDLSKQX2EEEAVX3LFIEWLKNGX4PX5, where X1 represents Phe or Tyr, X2 represents Met, Ile or Leu, X3 represents Lys, X4 represents Gly or deletion, X5 represents Arg or deletion. Additionally, the present invention relates to a method for the Exendin 4 polypeptide fragment preparation.

Abstract: The present invention relates to an Exendin 4 polypeptide fragment, which has hypoglycemic activity, and can be used for the treatment of type II diabetes mellitus. The polypeptide sequence described herein is HGEGTX1TSDLSKQX2EEEAVX3LFIEWLKNGX4PX5, where X1 represents Phe or Tyr, X2 represents Met, Ile or Leu, X3 represents Lys, X4 represents Gly or deletion, X5 represents Arg or deletion. Additionally, the present invention relates to a method for the Exendin 4 polypeptide fragment preparation.