基于改进BP神经网络的GPS高程拟合方法

BP神经网络用于GPS高程拟合时存在收敛速度慢,受初始值选取影响大和易陷入局部极大值的问题。本文提出一种改进的BP神经网络高程拟合方法,将模拟退火算法(Simulated Annealing,SA)引入BP神经网络模型,利用模拟退火算法的全局寻优能力对BP神经网络的初始值进行选择,同时优化神经网络的各层神经元之间的连接权值和阈值,提高BP神经网络拟合法的拟合精度、收敛速度和推广泛化能力。最后结合实际算例对所提方法的拟合性能进行验证,结果表明利用模拟退火算法改进的BP神经网络进行高程拟合是可行且有效的,拟合结果优于传统BP神经网络法。     

基于单台加速度记录的混合全局优化HVSR反演场地浅层速度结构

利用水平与竖向谱比（HVSR）方法反演场地速度结构是国际上迅速发展的研究领域.HVSR反演计算实质是一个土层场地模型空间搜索的全局优化问题,当模型搜索空间的复杂程度增大时,目前常用的搜索算法收敛速度慢,计算效率较低.本文实现了一种结合遗传和模拟退火方法优点的混合全局优化HVSR反演算法,通过理论模型和竖向台阵实测数据的检验,表明该算法能获得很好的反演效果,较好地解决了蒙特卡罗方法收敛速度慢,遗传算法收敛早熟和模拟退火算法搜索效率低的问题.本文在此基础上讨论了单台加速度S波记录用于场地速度结构HVSR反演的适用性,为基于单个地震台的地震观测记录反演浅层速度结构提供了一种高效且较为准确的反演方法.     

基于L1范数的瞬变电磁非线性反演

瞬变电磁反演存在高度的非线性特征,常用的最小二乘等线性反演方法往往对初始模型高度依赖,并且极易陷入局部最优解.本文基于观测数据与模拟数据的L1范数建立目标函数,采用模拟退火非线性全局最优化方法实现瞬变电磁一维反演.初始模型完全随机产生,通过指数函数退温机制模拟系统能量最小实现迭代,通过接收概率函数评价当前模型,实现局部最优解的跳出,最终实现全局最优化求解.通过数值算例发现,无论给定的反演层数等于还是大于设计模型,都可以获得较好的反演效果,因而可以在反演初始就设计较多的层数,实现反演模型的自动拟合;同时,利用含噪声数据反演进一步验证算法的稳定性.最后,对实测数据进行了反演测试,结果与钻孔编录基本一致,表明提出的基于L1范数的模拟退火反演可用于实测数据处理.     

The Improved Simulated Annealing Algorithm and Application in the Surface Wave Dispersion Inversion

The velocity distribution of layers from surface wave dispersion curve is a severely nonlinear program. Base on the Metropolis rule,we improved the simulated annealing algorithm to simultaneously inverse the velocities and thicknesses using the dispersion data and identified the Moho and the bottom of lithosphere. The application to the numerical examples with 5% noise shows the velocity RMS is 1. 56% between the non-linear results and the original models when the condition of selecting method for temperature parameters and initial temperature are satisfied. Using the pure dispersions of Rayleigh wave,the nonlinear inversion has been carried out for S-wave velocities and thicknesses of the vertical profile crossing the Indian Plate,the Qinghai-Tibetan Plateau,and the Tarim Basin. It indicated that the crustal thickness is about 70 km in the Qiangtang block,while in the hinterland of the Qinghai-Tibetan Plateau the lithosphere is relatively thin(～ 130 km)from the velocity values and their offsets.     

伊犁盆地白垩纪剥露事件的裂变径迹证据

本文利用砂岩中磷灰石的裂变径迹方法, 研究了伊犁盆地中生代抬升-剥露事件。根据磷灰石裂变径迹测年结果, 开展了温度-时间热模拟反演研究, 结果揭示出伊犁盆地在115~95Ma期间存在一期重要的抬升-剥露冷却事件, 剥蚀量至少可达1.8km, 剥蚀速率至少为0.09mm/a。区域资料对比分析表明中晚白垩世的抬升剥露事件, 在天山地区乃至整个新疆的造山带普遍存在。      

Thermal annealing induced photocarrier radiometry enhancement for ion implanted silicon wafers

An experimental study on the photocarrier radiometry signals of As⁺ ion implanted silicon wafers before and after rapid thermal annealing is performed. The dependences of photocarrier radiometry amplitude on ion implantation dose (1×10¹¹--1×10¹⁶/cm²), implantation energy (20--140 keV) and subsequent isochronical annealing temperature (500--1100 du are investigated. The results show that photocarrier radiometry signals are greatly enhanced for implanted samples annealed at high temperature, especially for those with a high implantation dose. The reduced surface recombination rate resulting from a high built-in electric field generated by annealing-activated impurities in the pn junction is believed to be responsible for the photocarrier radiometry signal enhancement. Photocarrier radiometry is contactless and can therefore be used as an effective in-line tool for the thermal annealing process monitoring of the ion-implanted wafers in semiconductor industries.     

High frequency behaviours and Mõssbauer study of field annealed FeCuNbSiB alloy ribbons

This paper investigates the high frequency behaviours and magnetic anisotropy of rapidly solidified FINEMET (Fe_73.5Si_13.5B₉Nb₃Cu₁) alloy ribbons annealed in an applied magnetic field. It finds that the ribbons annealed with the applied magnetic field show much higher resonance frequencies and have even higher permeability at higher frequencies than the samples annealed without the magnetic field and the non-annealed ribbons. M?ssbauer spectroscopy had been employed to study the spatial distribution of the magnetic moments of five selected FINEMET alloy ribbons in different heat-treated conditions. The results show that an easy plane has been established after annealling in the magnetic field, while for the other ribbons this effect is not significant. Hence, the relationship between magnetic field annealing and high frequency property has been bridged by the bianisotropic theory.     

Influence of annealing conditions on impurity species in arsenic-doped HgCdTe grown by molecular beam epitaxy

Based on our previous work, the influence of annealing conditions on impurity species in in-situ arsenic (As)-doped Hg_1-xCd_xTe (x≈ 0.3) grown by molecular beam epitaxy has been systematically investigated by modulated photoluminescence spectra. The results show that (i) the doped-As acting as undesirable shallow/deep levels in as-grown can be optimized under proper annealing conditions and the physical mechanism of the disadvantage of high activation temperature, commonly assumed to be more favourable for As activation, has been discussed as compared with the reports in the As-implanted HgCdTe epilayers (x≈ 0.39), (ii) the density of V_textrmHg has an evident effect on the determination of bandgap (or composition) of epilayers and the excessive introduction of V_Hg will lead to a short-wavelength shift of epilayers, and (iii) the V_textrmHg prefers forming the V_Hg-As_Hg complex when the inactivated-As (As_Hg or related) coexists in a certain density, which makes it difficult to annihilate V_Hg in As-doped epilayers. As a result, the bandedge electronic structures of epilayers under different conditions have been drawn as a brief guideline for preparing extrinsic p-type epilayers or related devices.     

阿尔金山脉新生代隆升-剥露过程

阿尔金山脉位于青藏高原北缘。文中主要是利用磷灰石裂变径迹测年分析,探讨阿尔金山脉的隆升和剥露过程。来自阿尔金山脉34个花岗岩、花岗闪长岩和片麻岩样品中磷灰石的裂变径迹测试结果表明,阿尔金山脉存在至少5个阶段的剥露作用,反演出阿尔金山脉具有多期次、阶段性的隆升特征,并存在差异性:EW向的阿尔金北缘拉配泉—红柳沟山体隆升-剥露时间早(61~34Ma);NE向且末—茫崖山脉的主要隆升时间位于始新世晚期—中新世(42~11Ma);沿阿尔金(主)断裂山体的隆升-剥露最为年轻,存在三期主要的剥露作用:10·2~7·3、5·5~4·5和2·1~1·8Ma。结合区域磷灰石测年数据、区域变形事件及其阿尔金断裂走滑历史分析,推测阿尔金山脉在晚白垩世曾有过初期隆升和剥露,古近纪的剥露局限于阿尔金山脉北缘EW向的山脉,始新世晚期—中新世、上新世晚期和早更新世的山脉剥露作用遍及了青藏高原北缘山脉,8Ma是青藏高原抬升和变形的一期重要构造事件发生时间;前陆盆地和阿尔金山间盆地的沉积作用研究也显示了阿尔金山脉的隆升剥露过程与阿尔金断裂的走滑及其相关盆地沉积构造-演化具有很好的耦合关系。     

Farola Monte Hermoso: Fission-track Dating of Darwin's mammals deposit in Argentina

The Montehermosan Land Mammal Age has been etablished by fission-track dating of the mammal deposit of Farola Monte Hermoso. The fossil bones were found in the lowest part of the outcrop, consisting of fluvially derived clay and silt. The erosional surface between the lowest portion and the overlying aeolian sands is charcterised by a compact unit of rounded volcanic glass shards; a second fresh volcanic ash level is about 1 m above. EDS analyses and fission-track age analyses were performed on the two levels. The age determined for the lower volcanic ash level, 1.7 ± 0.4 Ma, is a minimum age for the Chapadmalalan mammal assemblage and a maximum age for the Uquian mammal assemblage in the Bonaerense area.