Abstract: A method including: obtaining data based an optical proximity correction for a spatially shifted version of a training design pattern; and training a machine learning model configured to predict optical proximity corrections for design patterns using data regarding the training design pattern and the data based on the optical proximity correction for the spatially shifted version of the training design pattern.

Abstract: An electrostatic clamp for holding an object by electrostatic force is disclosed. The electrostatic clamp comprises a dielectric member having a plurality of conductive burls extending from a surface to define a plane in which the object is held, and a conductive element extending between and connecting the plurality of burls. The conductive element is disposed within one or more trenches formed on the surface of the dielectric member. Also disclosed is a method of manufacturing the electrostatic clamp.

Abstract: A multi-beam apparatus for observing a sample with high resolution and high throughput and in flexibly varying observing conditions is proposed. The apparatus uses a movable collimating lens to flexibly vary the currents of the plural probe spots without influencing the intervals thereof, a new source-conversion unit to form the plural images of the single electron source and compensate off-axis aberrations of the plural probe spots with respect to observing conditions, and a pre-beamlet-forming means to reduce the strong Coulomb effect due to the primary-electron beam.

Abstract: A micromirror array comprises a substrate, a plurality of mirrors for reflecting incident light and, for each mirror of the plurality of mirrors, at least one multilayer piezoelectric actuator for displacing the mirror, wherein the at least one multilayer piezoelectric actuator is connected to the substrate, and wherein the at least one multilayer piezoelectric actuator comprises a plurality of piezoelectric layers of piezoelectric material interleaved with a plurality of electrode layers to form a stack of layers. Also disclosed is a method of forming such a micromirror array. The micromirror array may be used in a programmable illuminator. The programmable illuminator may be used in a lithographic apparatus and/or in an inspection and/or metrology apparatus.

Abstract: A method of determining a parameter of a patterning process, the method including: obtaining a detected representation of radiation redirected by a structure having geometric symmetry at a nominal physical configuration, wherein the detected representation of the radiation was obtained by illuminating a substrate with a radiation beam such that a beam spot on the substrate was filled with the structure; and determining, by a hardware computer system, a value of the patterning process parameter based on optical characteristic values from an asymmetric optical characteristic distribution portion of the detected radiation representation with higher weight than another portion of the detected radiation representation, the asymmetric optical characteristic distribution arising from a different physical configuration of the structure than the nominal physical configuration.

Abstract: Methods and apparatus for forming a patterned layer of carbon are disclosed. In one arrangement, a selected portion of a surface of a solid structure is irradiated with extreme ultraviolet radiation in the presence of a carbon-containing precursor. The radiation interacts with the solid structure in the selected portion to cause formation of a layer of carbon in the selected portion from the carbon-containing precursor. The layer of carbon is formed in a pattern defined by the selected portion.

Abstract: A method for determining a metric of a feature on a substrate obtained by a semiconductor manufacturing process involving a lithographic process, the method including: obtaining an image of at least part of the substrate, wherein the image includes at least the feature; determining a contour of the feature from the image; determining a plurality of segments of the contour; determining respective weights for each of the plurality of segments; determining, for each of the segments, an image-related metric; and determining the metric of the feature in dependence on the weights and the calculated image-related metric of each of the segments.

Abstract: A compact dual pass interferometer for a plane mirror interferometer configured to receive an input radiation beam from a light source. An optical component has a partially reflective surface arranged to reflect a first portion of the input radiation beam to follow a first optical path directed towards an output terminal and further arranged to transmit a second portion of the input radiation beam to follow a second optical path, directed towards a first location on a reflective target surface and back to the partially reflective surface, then to a second location on the reflective target surface and back to the partially reflective surface, whereupon the second optical path is directed through the partially reflective surface to be recombined with the first optical path to provide a recombined optical path configured to provide an output radiation beam. The output terminal configured to deliver the output radiation beam to a detector.

Abstract: A method of monitoring a semiconductor manufacturing process. The method includes obtaining at least one first trained model being operable to derive local performance parameter data from high resolution metrology data, wherein the local performance parameter data describes a local component, or one or more local contributors thereto, of a performance metric and high resolution metrology data relating to at least one substrate having been subject to at least a part of the semiconductor manufacturing process. Local performance parameter data is determined from the high resolution metrology data using the first trained model. The first trained model is operable to determine the local performance parameter data as if it had been subject to an etch step on at least the immediately prior exposed layer, based on the high resolution metrology data including only metrology data performed prior to any such etch step.

Abstract: A method for determining a mask pattern and a method for training a machine learning model. The method for generating data for a mask pattern associated with a patterning process includes obtaining (i) a first mask image (e.g., CTM) associated with a design pattern, (ii) a contour (e.g., a resist contour) based on the first mask image, (iii) a reference contour (e.g., an ideal resist contour) based on the design pattern; and (iv) a contour difference between the contour and the reference contour. The contour difference and the first mask image are inputted to a model to generate mask image modification data. Based on the first mask image and the mask image modification data, a second mask image is generated for determining a mask pattern to be employed in the patterning process.

Abstract: A radiation source arrangement including: a radiation source operable to generate source radiation including source energy pulses; and at least one non-linear energy-filter operable to filter the source radiation to obtain filtered radiation including filtered energy pulses. The at least one non-linear energy-filter is operable to mitigate variation in energy in the filtered radiation by reducing the energy level of the source energy pulses which have an energy level corresponding to one of both extremities of an energy distribution of the source energy pulses by a greater amount than the source energy pulses which have an energy level corresponding to a peak of the energy distribution.

Abstract: A method involving determining a contribution that one or more process apparatuses make to a characteristic of a substrate after the substrate has been processed according to a patterning process by the one or more process apparatuses by removing from values of the characteristic of the substrate a contribution of a lithography apparatus to the characteristic and a contribution of one or more pre-lithography process apparatuses to the characteristic.

Abstract: Disclosed herein is a method of reducing a sample charging effect in a scanning electron microscope (SEM) image, the method comprising: obtaining a first SEM image from a first electron beam scan with a parameter being a first quantity; obtaining a second SEM image from a second electron beam scan with the parameter being a second quantity different from the first quantity; and generating a reduced sample charging effect image based on convolution equations comprising a representation of the first SEM image, a representation of the second SEM image, a first point spread function corresponding to the first SEM image and a second point spread function corresponding to the second SEM image.

Abstract: Membranes for EUV lithography are disclosed. In one arrangement, a membrane has a stack having layers in the following order: a first capping layer including an oxide of a first metal; a base layer including a compound having a second metal and an additional element selected from the group consisting of Si, B, C and N; and a second capping layer including an oxide of a third metal, wherein the first metal is different from the second metal and the third metal is the same as or different from the first metal.

Abstract: Optical components and methods of manufacture thereof. A first optical component has a hollow-core photonic crystal fiber includes internal capillaries for guiding radiation and an outer capillary sheathing the internal capillaries; and at least an output end section having a larger inner cross-sectional dimension over at least a portion of the output end section than an inner cross-sectional dimension of the outer capillary along a central portion of the hollow-core photonic crystal fiber prior to the output end section. A second optical component includes a hollow-core photonic crystal fiber and a sleeve arrangement.

Abstract: A radiation source for generating broadband radiation, the source including: a pump source having only one single fiber amplifier configured to generate pump radiation including a plurality of radiation pulses having a pulse energy of 2.5 ?J or less; and a hollow core fiber having a hollow core region and a cladding surrounding the hollow core region, the hollow core region having a pressurized gas therein, and the hollow core fiber being arranged to receive, at an input end, the pump radiation, wherein the hollow core region is dimensioned such that the radiation pulses have a soliton order higher than 16 so as to broaden a spectrum of the pump radiation using modulation instability as the pump radiation propagates along the hollow-core fiber, for providing output broadband radiation from an output end of the hollow core fiber.

Abstract: Disclosed is a metrology apparatus and method for measurement of a diffractive structure on a substrate. The metrology apparatus comprises a radiation source operable to provide first radiation for excitation of the diffractive structure such that high harmonic second radiation is generated from said diffractive structure and/or substrate; and a detection arrangement operable to detect said second radiation, at least a portion of which having been diffracted by said diffractive structure.

Abstract: Disclosed is an optical imaging system, and associated method, comprising a stage module configured to support an object such that an area of the object is illuminated by an illumination beam; an objective lens configured to collect at least one signal beam, the at least one signal beam originating from the illuminated area of the object; an image sensor configured to capture an image formed by the at least one signal beam collected by the objective lens; and a motion compensatory mechanism operable to compensate for relative motion of the stage module with respect to the objective lens during an image acquisition. The motion compensatory mechanism causes a compensatory motion of one or more of: said objective lens or at least one optical element thereof; said image sensor; and/or an optical element comprised within a detection branch and/or illumination branch of the optical imaging system.

Abstract: Described herein is a method, and system for training a deblurring model and deblurring an image (e.g., SEM image) of a patterned substrate using the deblurring model and depth data associated with multiple layers of the patterned substrate. The method includes obtaining, via a simulator using a target pattern as input, a simulated image of the substrate, the target pattern comprising a first target feature to be formed on a first layer, and a second target feature to be formed on a second layer located below the first layer; determining, based on depth data associated with multiple layers of the substrate, edge range data for features of the substrate; and adjusting, using the simulated image and the edge range data associated with the target pattern as training data, parameters of a base model to generate the deblurring model to a deblur image of a captured image.

Abstract: Disclosed herein is a flood column for projecting a charged particle flooding beam along a beam path towards a sample to flood the sample with charged particles prior to assessment of the flooded sample using an assessment column, the flood column comprising: an anchor body arranged along the beam path; a lens arrangement arranged in a down-beam part of the flood column; and a lens support arranged between the anchor body and the lens arrangement; wherein the lens support is configured to position the lens arrangement and the anchor body relative to each other; the lens support comprises an electrical insulator; and the lens support is in the direct line of sight of at least a portion of the beam path in the down-beam part.