摘要:
A method identifies ring structures in pillars of high aspect ratio (HAR) structures. For segmentation of rings, a machine learning-logic is used. A two-step training method for the machine learning logic is described.
摘要:
The present invention relates to a charged particle beam system comprising a deflection subsystem configured to deflect a charged particle beam in a deflection direction based on a sum of analog signals generated by separate digital to analog conversion of a first digital signal and a second digital signal. The present invention further relates to a method of configuring the charged particle beam system so that each of a plurality of regions of interest can be scanned by varying only the first digital signal while the second digital signal is held constant at a value associated with the respective region of interest. The present invention further relates to a method of recording a ci plurality of images of the regions of interest at the premise of reduced interference due to charge accumulation.
摘要:
A method, including: recording plural images of an object by scanning plural particle beams across the object and detecting signals generated by the particle beams, wherein the plural particle beams are generated by a multi-beam particle microscope; determining plural regions of interest; determining plural image regions in each of the recorded images; determining plural displacement vectors; and determining image distortions based on image data of the recorded images and the determined displacement vectors.
摘要:
A three-dimensional circuit pattern inspection technique includes cross sectioning integrated circuits for obtaining a 3D volume image of an integrated semiconductor sample. The method employs a feature based alignment of cross section images based on features of an integrated semiconductor sample. A computer program product and apparatus are provided.
摘要:
An illumination system of a microlithographic projection apparatus includes a spatial light modulator having a modulation surface including a plurality of micromirrors. Each micromirror includes a mirror surface having an orientation that can be changed individually for each micromirror. For at least one of the micromirrors, at least one parameter that is related to the mirror surface is measured. The orientation of the mirror surfaces is controlled depending on the at least one measured parameter. A light pattern is produced on the modulation surface, and an image of the light pattern is formed on an optical integrator that has a plurality of light entrance facets. Images of the light entrance facets are superimposed on a mask.
摘要:
An illumination system of a microlithographic projection exposure apparatus includes an optical integrator having a plurality of light entrance facets each being associated with a secondary light source. A spatial light modulator has a light exit surface and transmit or to reflect impinging projection light in a spatially resolved manner. A pupil forming unit directs projection light on the spatial light modulator. An objective images the light exit surface of the spatial light modulator onto the light entrance facets of the optical integrator. The light exit surface of the optical light modulator includes groups of object areas being separated by areas that are not imaged on the light entrance facets. The objective combines images of the object areas so that the images of the object areas abut on the optical integrator.
摘要:
An optical system for a microlithographic projection exposure apparatus and a microlithographic exposure method are disclosed. In an embodiment an optical system for a microlithographic projection exposure apparatus includes at least one mirror arrangement having a plurality of mirror elements which are displaceable independently of each other for altering an angular distribution of the light reflected by the mirror arrangement. The optical system also includes at least one manipulator downstream of the mirror arrangement in the light propagation direction. The manipulator has a raster arrangement of manipulator elements so that light incident on the manipulator during operation of the optical system is influenced differently in its polarization state and/or in its intensity in dependence on the incidence location.
摘要:
A method includes obtaining at least one 2-D image dataset of semiconductor structures formed on a wafer including one or more defects during a wafer run of a wafer using a predefined fabrication process. The method also includes determining, based on at least one machine-learning algorithm trained on prior knowledge of the fabrication process and based on the at least one 2-D image dataset, one or more process deviations of the wafer run from the predefined fabrication process as a root cause of the one or more defects. A 3-D image dataset may be determined as a hidden variable.
摘要:
A method of determining a size of a contact area between a first 3D structure and a second 3D structure in an integrated semiconductor sample, includes the following steps: obtaining at least a first cross section image and a second cross section image parallel to the first cross section image, wherein obtaining the first and second cross section images includes subsequently removing a cross section surface layer of the integrated semiconductor sample using a focused ion beam to make a new cross section accessible for imaging, and imaging the new cross section of the integrated semiconductor sample with an imaging device; performing image registration of the obtained cross section images and obtaining a 3D data set; determining a 3D model representing the first 3D structure and the second 3D structure in the 3D data set; and determining a relative overlap of the first 3D structure with the second 3D structure based on the 3D model.
摘要:
A method includes controlling a multi-scanning electron microscope, mSEM, to capture a first image of a wafer attached to a motorized handling stage while the motorized handling stage is in a first position. The first image includes at least a part of a notch of the wafer. The method also includes determining a radial axis of the wafer based on the first image, and controlling the motorized handling stage to shift the wafer along the radial axis by half a diameter of the wafer so that the motorized handling stage is in a second position. The method further includes controlling the mSEM to capture a second image of the wafer while the motorized handling stage is in the second position. The second image includes wafer structures. In addition, the method includes determining a reference position of the wafer based on a structure recognition of the wafer structures of the second image, and registering a wafer coordinate system of the wafer to a stage coordinate system of the motorized handling stage based on the reference position and the radial axis.