In order to solve the problem that the star point positioning accuracy of the star sensor in near space is decreased due to atmospheric background stray light and rapid maneuvering of platform, this paper proposes a s...In order to solve the problem that the star point positioning accuracy of the star sensor in near space is decreased due to atmospheric background stray light and rapid maneuvering of platform, this paper proposes a star point positioning algorithm based on the capsule network whose input and output are both vectors. First, a PCTL (Probability-Coordinate Transformation Layer) is designed to represent the mapping relationship between the probability output of the capsule network and the star point sub-pixel coordinates. Then, Coordconv Layer is introduced to implement explicit encoding of space information and the probability is used as the centroid weight to achieve the conversion between probability and star point sub-pixel coordinates, which improves the network’s ability to perceive star point positions. Finally, based on the dynamic imaging principle of star sensors and the characteristics of near-space environment, a star map dataset for algorithm training and testing is constructed. The simulation results show that the proposed algorithm reduces the MAE (Mean Absolute Error) and RMSE (Root Mean Square Error) of the star point positioning by 36.1% and 41.7% respectively compared with the traditional algorithm. The research results can provide important theory and technical support for the scheme design, index demonstration, test and evaluation of large dynamic star sensors in near space.展开更多
Aconiti Lateralis Radix Praeparata(Fuzi)represents a significant traditional Chinese medicine(TCM)that exhibits both notable pharmacological effects and toxicity.Various processing methods are implemented to reduce th...Aconiti Lateralis Radix Praeparata(Fuzi)represents a significant traditional Chinese medicine(TCM)that exhibits both notable pharmacological effects and toxicity.Various processing methods are implemented to reduce the toxicity of raw Fuzi by modifying its toxic and effective components,primarily diterpenoid alkaloids.To comprehensively analyze the chemical variations between different Fuzi products,ultra-high performance liquid chromatography-linear ion trap quadrupole Orbitrap mass spectrometry(UHPLC-LTQ-Orbitrap MS)was employed to systematically characterize Shengfuzi,Heishunpian and Baifupian.A total of 249 diterpenoid alkaloids present in Shengfuzi were identified,while only 111 and 61 in Heishunpian and Baifupian were detected respectively,indicating substantial differences among these products.An untargeted metabolomics approach combined with multivariate statistical analysis revealed 42 potential chemical markers.Through subsequent validation using 52 batches of commercial Heishunpian and Baifupian samples,8 robust markers distinguishing these products were identified,including AC1-propanoic acid-3OH,HE-glucoside,HE-hydroxyvaleric acid-2OH,dihydrosphingosine,N-dodecoxycarbonylvaline and three unknown compounds.Additionally,the MS imaging(MSI)technique was utilized to visualize the spatial distribution of chemical constituents in raw Fuzi,revealing how different processing procedures affect the chemical variations between Heishunpian and Baifupian.The distribution patterns of different diterpenoid alkaloid subtypes partially explained the chemical differences among products.This research provides valuable insights into the material basis for future investigations of different Fuzi products.展开更多
We consider a constrained minimization problem arising in the fractional Schrödinger equation with a trapping potential.By exploring some delicate energy estimates and studying decay properties of solution sequen...We consider a constrained minimization problem arising in the fractional Schrödinger equation with a trapping potential.By exploring some delicate energy estimates and studying decay properties of solution sequences,we obtain the concentration behavior of each minimizer of the fractional Schrödinger energy functional when a↗a^(*):=‖Q‖_(2)^(2s),where Q is the unique positive radial solution of (-△)^(s)u+su-|u|2su=0 in R^(2).Based on the discussion of the concentration phenomenon,we prove the local uniqueness of minimizers by establishing a local Poho zaev identity and studying the blow-up estimates to the nonlocal operator(-△)^(s).展开更多
文摘In order to solve the problem that the star point positioning accuracy of the star sensor in near space is decreased due to atmospheric background stray light and rapid maneuvering of platform, this paper proposes a star point positioning algorithm based on the capsule network whose input and output are both vectors. First, a PCTL (Probability-Coordinate Transformation Layer) is designed to represent the mapping relationship between the probability output of the capsule network and the star point sub-pixel coordinates. Then, Coordconv Layer is introduced to implement explicit encoding of space information and the probability is used as the centroid weight to achieve the conversion between probability and star point sub-pixel coordinates, which improves the network’s ability to perceive star point positions. Finally, based on the dynamic imaging principle of star sensors and the characteristics of near-space environment, a star map dataset for algorithm training and testing is constructed. The simulation results show that the proposed algorithm reduces the MAE (Mean Absolute Error) and RMSE (Root Mean Square Error) of the star point positioning by 36.1% and 41.7% respectively compared with the traditional algorithm. The research results can provide important theory and technical support for the scheme design, index demonstration, test and evaluation of large dynamic star sensors in near space.
基金supported by the Qi-Huang Chief Scientist Program of the National Administration of Traditional Chinese Medicine(2020)the National Key Research and Development Program of China(No.2022YFC3501705)+1 种基金Shanghai Sailing Program(No.23YF1447500)the China Postdoctoral Science Foundation(No.2023M732335).
文摘Aconiti Lateralis Radix Praeparata(Fuzi)represents a significant traditional Chinese medicine(TCM)that exhibits both notable pharmacological effects and toxicity.Various processing methods are implemented to reduce the toxicity of raw Fuzi by modifying its toxic and effective components,primarily diterpenoid alkaloids.To comprehensively analyze the chemical variations between different Fuzi products,ultra-high performance liquid chromatography-linear ion trap quadrupole Orbitrap mass spectrometry(UHPLC-LTQ-Orbitrap MS)was employed to systematically characterize Shengfuzi,Heishunpian and Baifupian.A total of 249 diterpenoid alkaloids present in Shengfuzi were identified,while only 111 and 61 in Heishunpian and Baifupian were detected respectively,indicating substantial differences among these products.An untargeted metabolomics approach combined with multivariate statistical analysis revealed 42 potential chemical markers.Through subsequent validation using 52 batches of commercial Heishunpian and Baifupian samples,8 robust markers distinguishing these products were identified,including AC1-propanoic acid-3OH,HE-glucoside,HE-hydroxyvaleric acid-2OH,dihydrosphingosine,N-dodecoxycarbonylvaline and three unknown compounds.Additionally,the MS imaging(MSI)technique was utilized to visualize the spatial distribution of chemical constituents in raw Fuzi,revealing how different processing procedures affect the chemical variations between Heishunpian and Baifupian.The distribution patterns of different diterpenoid alkaloid subtypes partially explained the chemical differences among products.This research provides valuable insights into the material basis for future investigations of different Fuzi products.
基金supported by the Fundamental Research Program of Shanxi Province(202403021222126)supported by the Fundamental Research Program of Shanxi Province(202303021211056)supported by the National Natural Science Foundation of China(12071486)。
文摘We consider a constrained minimization problem arising in the fractional Schrödinger equation with a trapping potential.By exploring some delicate energy estimates and studying decay properties of solution sequences,we obtain the concentration behavior of each minimizer of the fractional Schrödinger energy functional when a↗a^(*):=‖Q‖_(2)^(2s),where Q is the unique positive radial solution of (-△)^(s)u+su-|u|2su=0 in R^(2).Based on the discussion of the concentration phenomenon,we prove the local uniqueness of minimizers by establishing a local Poho zaev identity and studying the blow-up estimates to the nonlocal operator(-△)^(s).
