A particle beam system includes first and second particle beam columns. In a first operating mode, an end cap having an opening therein is outside a beam path of a first particle beam. In a second operating mode, the beam path of the first particle beam can extend through the opening of the end cap so that secondary particles coming from a work region can pass through the opening of the end cap to a detector in the interior of the first particle beam column. While the particle beam system is in the first operating mode, an image of an object arranged in the work region is recorded using the first particle beam column. While the particle beam system is in the second operating mode, the object is processed using a second particle beam.

A three-dimensional calibration structure for measuring buried defects on a semiconductor device is disclosed. The three-dimensional calibration structure includes a defect standard wafer (DSW) including one or more programmed surface defects. The three-dimensional calibration structure includes a planarized layer deposited on the DSW. The three-dimensional calibration structure includes a layer stack deposited on the planarized layer. The layer stack includes two or more alternating layers. The three-dimensional calibration structure includes a cap layer deposited on the layer stack. One or more air gaps are formed in the layer stack following deposition of the cap layer. The three-dimensional calibration structure includes one or more holes formed into at least one of the cap layer, the layer stack, or the planarized layer.

In one embodiment, a multi-beam writing method includes forming a beam array of a multi-beam, assigning sub-beam arrays to each of a plurality of sub-stripe regions, the sub-stripe regions being obtained by dividing a region on the substrate, and the sub-beam arrays being obtained by dividing the beam array, calculating an irradiation time modulation rate being used for each beam belonging to each of the sub-beam arrays, calculating a weight for each of the sub-beam arrays based on the irradiation time modulation rate for each of the beams belonging to a group of the sub-beam arrays, and assigning the calculated weight to the sub-beam array, and performing multiple writing on each of the sub-stripe regions by performing writing on each of the sub-stripe regions with the sub-beam arrays, based on the weight assigned to the sub-beam array and the irradiation time modulation rate of the beam belonging to the sub-beam array.

In one embodiment, a data processing method is for processing data in a writing apparatus performing multiple writing by using multiple beams. The data is for controlling an irradiation amount for each beam. The method includes generating irradiation amount data for each of a plurality of layers, the irradiation amount data defining an irradiation amount for each of a plurality of irradiation position, and the plurality of layers corresponding to writing paths in multiple writing, performing a correction process on the irradiation amounts defined in the irradiation amount data provided for each layer, calculating a sum of the irradiation amounts for the respective irradiation positions defined in the corrected irradiation amount data, comparing the sums between the plurality of layers, and determining whether or not an error has occurred in the correction process based on the comparison result.

A method for process analysis includes acquiring first inspection data, using a first inspection modality, with respect to a substrate having multiple instances of a predefined pattern of features formed thereon using different, respective sets of process parameters. Characteristics of defects identified in the first inspection data are processed so as to select a first set of defect locations in which the first inspection data are indicative of an influence of the process parameters on the defects. Second inspection data are acquired, using a second inspection modality having a finer resolution than the first inspection modality, of the substrate at the locations in the first set. The defects appearing in the second inspection data are analyzed so as to select, from within the first set of the locations, a second set of the locations in which the second inspection data are indicative of an optimal range of the process parameters.

A particle beam system includes first and second particle beam columns. In a first operating mode, an end cap having an opening therein is outside a beam path of a first particle beam. In a second operating mode, the beam path of the first particle beam can extend through the opening of the end cap so that secondary particles coming from a work region can pass through the opening of the end cap to a detector in the interior of the first particle beam column. While the particle beam system is in the first operating mode, an image of an object arranged in the work region is recorded using the first particle beam column. While the particle beam system is in the second operating mode, the object is processed using a second particle beam.

By switching between a plurality of image transfer units based on a state of a stage and using the switched image transfer unit, traceability of stage movement and tolerance to communication failure can be improved. A first image transfer protocol is a protocol of which reliability is higher than reliability of a second image transfer protocol, and a switch unit may select a first image transfer unit in a case where it is determined that a state of a stage is a state in which the stage is stopping. A second image transfer unit is a protocol of which a transfer speed is higher than a transfer speed of the first image transfer protocol, and the switch unit may select the second image transfer unit in a case where it is determined that the state of the stage is a state in which the stage is moving.

Methods for fracturing or mask data preparation are disclosed in which a set of single-beam charged particle beam shots is input; a calculated image is calculated using a neural network, from the set of single-beam charged particle beam shots; and a set of multi-beam shots is generated based on the calculated image, to convert the set of single-beam charged particle beam shots to the set of multi-beam shots which will produce a surface image on the surface. Methods for training a neural network include inputting a set of single-beam charged particle beam shots; calculating a set of calculated images using the set of single-beam charged particle beam shots; and training the neural network with the set of calculated images.

In one embodiment, a data processing method is for processing data in a writing apparatus performing multiple writing by using multiple beams. The data is for controlling an irradiation amount for each beam. The method includes generating irradiation amount data for each of a plurality of layers, the irradiation amount data defining an irradiation amount for each of a plurality of irradiation position, and the plurality of layers corresponding to writing paths in multiple writing, performing a correction process on the irradiation amounts defined in the irradiation amount data provided for each layer, calculating a sum of the irradiation amounts for the respective irradiation positions defined in the corrected irradiation amount data, comparing the sums between the plurality of layers, and determining whether or not an error has occurred in the correction process based on the comparison result.

A method for process analysis includes acquiring first inspection data, using a first inspection modality, with respect to a substrate having multiple instances of a predefined pattern of features formed thereon using different, respective sets of process parameters. Characteristics of defects identified in the first inspection data are processed so as to select a first set of defect locations in which the first inspection data are indicative of an influence of the process parameters on the defects. Second inspection data are acquired, using a second inspection modality having a finer resolution than the first inspection modality, of the substrate at the locations in the first set. The defects appearing in the second inspection data are analyzed so as to select, from within the first set of the locations, a second set of the locations in which the second inspection data are indicative of an optimal range of the process parameters.