Patents by Inventor Qiliang Yan

Qiliang Yan has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 11314171
    Abstract: Certain aspects relate to a method for improving a lithography configuration. In the lithography configuration, a source illuminates a mask to expose resist on a wafer. A processor determines a defect-based focus exposure window (FEW). The defect-based FEW is an area of depth of focus and exposure latitude for the lithography configuration with an acceptable level of defects on the wafer. The defect-based FEW is determined based on a predicted probability distribution for occurrence of defects on the wafer. A processor also determines a critical dimension (CD)-based FEW. The CD-based FEW is an area of depth of focus and exposure latitude for the lithography configuration with an acceptable level of CD variation on the wafer. It is determined based on predicted CDs on the wafer. The lithography configuration is modified based on increasing an area of overlap between the defect-based FEW and the CD-based FEW.
    Type: Grant
    Filed: September 25, 2020
    Date of Patent: April 26, 2022
    Assignee: Synopsys, Inc.
    Inventors: Lawrence S. Melvin, III, Yudhishthir Prasad Kandel, Qiliang Yan, Ulrich Karl Klostermann
  • Publication number: 20210088913
    Abstract: Certain aspects relate to a method for improving a lithography configuration. In the lithography configuration, a source illuminates a mask to expose resist on a wafer. A processor determines a defect-based focus exposure window (FEW). The defect-based FEW is an area of depth of focus and exposure latitude for the lithography configuration with an acceptable level of defects on the wafer. The defect-based FEW is determined based on a predicted probability distribution for occurrence of defects on the wafer. A processor also determines a critical dimension (CD)-based FEW. The CD-based FEW is an area of depth of focus and exposure latitude for the lithography configuration with an acceptable level of CD variation on the wafer. It is determined based on predicted CDs on the wafer. The lithography configuration is modified based on increasing an area of overlap between the defect-based FEW and the CD-based FEW.
    Type: Application
    Filed: September 25, 2020
    Publication date: March 25, 2021
    Inventors: Lawrence S. Melvin, III, Yudhishthir Prasad Kandel, Qiliang Yan, Ulrich Karl Klostermann
  • Patent number: 10691015
    Abstract: A method and apparatus of a novel modeling scheme for performing optical lithography simulation for a multi-tone mask with a plurality of mask tones is described. The method generates a transmission function matrix based on a setting of the multi-tone mask. The method applies the transmission function matrix to transform a formula for calculating light intensity from Abbe's form to Hopkins' form while maintaining the accuracy of Abbe's form. The method then computes the light intensity using the transformed formula.
    Type: Grant
    Filed: May 31, 2016
    Date of Patent: June 23, 2020
    Inventors: Hongbo Zhang, Qiliang Yan
  • Patent number: 10635776
    Abstract: A two-dimensional representation of a polygon is converted to a parametric representation. A smoothing filter is applied to the parametric representation to produce corner rounding. In some embodiments, a polygon layout plus a model that specifies how much corner rounding should be applied are taken as inputs. The desired amount of rounding to the corners in the input polygons is applied and this produces a new polygon layout with corners that are properly rounded as its output. The process can be implemented so that it does not induce any pattern-size dependent bias. It also can be designed so that it does not induce line-end pullbacks. However, this feature can be turned off if line-end pullbacks are deemed appropriate for the specific application.
    Type: Grant
    Filed: July 12, 2018
    Date of Patent: April 28, 2020
    Assignee: Synopsys, Inc.
    Inventor: Qiliang Yan
  • Publication number: 20160349608
    Abstract: A method and apparatus of a novel modeling scheme for performing optical lithography simulation for a multi-tone mask with a plurality of mask tones is described. The method generates a transmission function matrix based on a setting of the multi-tone mask. The method applies the transmission function matrix to transform a formula for calculating light intensity from Abbe's form to Hopkins' form while maintaining the accuracy of Abbe's form. The method then computes the light intensity using the transformed formula.
    Type: Application
    Filed: May 31, 2016
    Publication date: December 1, 2016
    Inventors: Hongbo Zhang, Qiliang Yan
  • Patent number: 9354511
    Abstract: A method and apparatus of a novel modeling scheme for performing optical lithography simulation for a multi-tone mask with a plurality of mask tones is described. The method generates a transmission function matrix based on a setting of the multi-tone mask. The method applies the transmission function matrix to transform a formula for calculating light intensity from Abbe's form to Hopkins' form while maintaining the accuracy of Abbe's form. The method then computes the light intensity using the transformed formula.
    Type: Grant
    Filed: December 6, 2013
    Date of Patent: May 31, 2016
    Assignee: Synopsys, Inc.
    Inventors: Hongbo Zhang, Qiliang Yan
  • Patent number: 9348964
    Abstract: A method and apparatus of a novel full chip edge-based mask three-dimensional (3D) model for performing photolithography simulation with consideration for edge coupling effect is described. The method receives a mask design layout in order to perform mask topography effect modeling. The method generates scaling parameters for edge coupling effects. Each scaling parameter has an associated combination of feature width and space. The sum of feature width and space associated with at least one scaling parameter is less than a minimum pitch. The method applies a thick mask model that includes several edge-based kernels to the mask design layout to create a mask 3D residual. To apply the thick mask model to the mask design layout, the method updates the edge-based kernels with the scaling parameters.
    Type: Grant
    Filed: April 21, 2014
    Date of Patent: May 24, 2016
    Assignee: Synopsys, Inc.
    Inventors: Hongbo Zhang, Qiliang Yan
  • Publication number: 20150302132
    Abstract: A method and apparatus of a novel full chip edge-based mask three-dimensional (3D) model for performing photolithography simulation with consideration for edge coupling effect is described. The method receives a mask design layout in order to perform mask topography effect modeling. The method generates scaling parameters for edge coupling effects. Each scaling parameter has an associated combination of feature width and space. The sum of feature width and space associated with at least one scaling parameter is less than a minimum pitch. The method applies a thick mask model that includes several edge-based kernels to the mask design layout to create a mask 3D residual. To apply the thick mask model to the mask design layout, the method updates the edge-based kernels with the scaling parameters.
    Type: Application
    Filed: April 21, 2014
    Publication date: October 22, 2015
    Applicant: Synopsys, Inc.
    Inventors: Hongbo ZHANG, Qiliang YAN
  • Publication number: 20150161302
    Abstract: A method and apparatus of a novel modeling scheme for performing optical lithography simulation for a multi-tone mask with a plurality of mask tones is described. The method generates a transmission function matrix based on a setting of the multi-tone mask. The method applies the transmission function matrix to transform a formula for calculating light intensity from Abbe's form to Hopkins' form while maintaining the accuracy of Abbe's form. The method then computes the light intensity using the transformed formula.
    Type: Application
    Filed: December 6, 2013
    Publication date: June 11, 2015
    Applicant: Synopsys, Inc.
    Inventors: Hongbo Zhang, Qiliang Yan
  • Patent number: 8972229
    Abstract: Computer-readable medium and methods for photolithographic simulation of scattering. A design layout comprising a layout polygon is received. A skeleton representation of a mask shape that is created responsive to e-beam writing of the layout polygon is generated. The skeleton representation is defined by a plurality of skeleton points. Individual scattering patterns for the skeleton points are selected from a lookup table of pre-determined scattering patterns. Each of the individual scattering patterns representing an amount of optical scattering for a corresponding one of the skeleton points. A simulated wafer image is produced responsive to the individual scattering patterns.
    Type: Grant
    Filed: March 14, 2013
    Date of Patent: March 3, 2015
    Assignee: Synopsys, Inc.
    Inventors: Zhijie Deng, Qiliang Yan, James P. Shiely
  • Patent number: 8918743
    Abstract: A method and apparatus of a novel full chip edge-based mask three-dimensional (3D) model for performing photolithography simulation is described. The method applies a thin mask model to a mask design layout to create a thin mask transmission. The method generates a thick mask model that has a plurality of edge-based kernels. The method applies the thick mask model to the mask design layout to create a mask 3D residual. The method combines the thin mask transmission and the mask 3D residual to create a mask 3D transmission.
    Type: Grant
    Filed: August 12, 2013
    Date of Patent: December 23, 2014
    Assignee: Synopsys, Inc.
    Inventors: Qiliang Yan, Hongbo Zhang, Ebo Croffie, Lin Zhang, Yongfa Fan, Peter Brooker, Qian Ren
  • Patent number: 8719736
    Abstract: A method for correcting topography proximity effects (TPE) for an integrated circuit (IC) design is described. This method includes dividing the IC design into a plurality of levels (z-direction). Each level can be decomposed into one or more elementary geometries. These elementary geometries can be top view geometries, cross-sectional geometries, half-plane geometries, geometries with single slope sides, and/or geometries with multiple slope sides. The one or more elementary geometries can be compared to primitives in a library. A transfer matrix can be generated using the matching primitives and the elementary geometries. A disturbance matrix can be calculated based on the transfer matrix. This disturbance matrix can advantageously capture a spectrum of a reflective electric field from a spectrum of an incident electric field. Wave propagation through a photoresist layer can be performed using the disturbance matrix for the plurality of levels.
    Type: Grant
    Filed: March 15, 2013
    Date of Patent: May 6, 2014
    Assignee: Synopsys, Inc.
    Inventors: Hongbo Zhang, Nikolay Voznesenskiy, Qiliang Yan, Ebo Kwabena Gyan Croffie
  • Publication number: 20140032199
    Abstract: Computer-readable medium and methods for photolithographic simulation of scattering. A design layout comprising a layout polygon is received. A skeleton representation of a mask shape that is created responsive to e-beam writing of the layout polygon is generated. The skeleton representation is defined by a plurality of skeleton points. Individual scattering patterns for the skeleton points are selected from a lookup table of pre-determined scattering patterns. Each of the individual scattering patterns representing an amount of optical scattering for a corresponding one of the skeleton points. A simulated wafer image is produced responsive to the individual scattering patterns.
    Type: Application
    Filed: March 14, 2013
    Publication date: January 30, 2014
    Applicant: SYNOPSYS, INC.
    Inventors: Zhijie Deng, Qiliang Yan, James P. Shiely
  • Patent number: 8296688
    Abstract: One embodiment of the present invention provides a system that determines an assist feature placement within a post-optical proximity correction (post-OPC) mask layout. During operation, the system receives a set of target patterns which represent a set of polygons in a pre-OPC mask layout. The system then constructs a focus-sensitive cost function based on the target patterns, wherein the focus-sensitive cost function represents an amount of movement of post-OPC contours of the target patterns in response to changes in focus condition of the lithography system. Next, the system computes a cost-covariance field (CCF field) based on the focus-sensitive cost function, wherein the CCF field is a two-dimensional (2D) map representing changes to the focus-sensitive cost function due to an addition of a pattern at a given location within the post-OPC mask layout. Finally, the system generates assist features for the post-OPC mask layout based on the CCF field.
    Type: Grant
    Filed: April 26, 2011
    Date of Patent: October 23, 2012
    Assignee: Synopsys, Inc.
    Inventors: Levi D. Barnes, Benjamin D. Painter, Qiliang Yan, Yongfa Fan, Jianliang Li, Amyn Poonawala
  • Patent number: 8184897
    Abstract: One embodiment of the present invention provides techniques and systems for determining modeling parameters for a photolithography process. During operation, the system can receive a layout. Next, the system can determine an iso-focal pattern in the layout. The system can then determine multiple aerial-image-intensity values in proximity to the iso-focal pattern by convolving the layout with multiple optical models, wherein the multiple optical models model the photolithography process's optical system under different focus conditions. Next, the system can determine a location in proximity to the iso-focal pattern where the aerial-image-intensity values are substantially insensitive to focus variations. The system can then use the location and the associated aerial-image-intensity values to determine an optical threshold and a resist bias. The optical threshold and the resist bias can then be used for modeling the photolithography process.
    Type: Grant
    Filed: October 2, 2008
    Date of Patent: May 22, 2012
    Assignee: Synopsys, Inc.
    Inventors: Jianliang Li, Lawrence S. Melvin, III, Qiliang Yan
  • Publication number: 20110202891
    Abstract: One embodiment of the present invention provides a system that determines an assist feature placement within a post-optical proximity correction (post-OPC) mask layout. During operation, the system receives a set of target patterns which represent a set of polygons in a pre-OPC mask layout. The system then constructs a focus-sensitive cost function based on the target patterns, wherein the focus-sensitive cost function represents an amount of movement of post-OPC contours of the target patterns in response to changes in focus condition of the lithography system. Note that the contours of the target patterns substantially coincide with the edges of set of the polygons. Next, the system computes a cost-covariance field (CCF field) based on the focus-sensitive cost function, wherein the CCF field is a two-dimensional (2D) map representing changes to the focus-sensitive cost function due to an addition of a pattern at a given location within the post-OPC mask layout.
    Type: Application
    Filed: April 26, 2011
    Publication date: August 18, 2011
    Applicant: SYNOPSYS, INC.
    Inventors: Levi D. Barnes, Benjamin D. Painter, Qiliang Yan, Yongfa Fan, Jianliang Li, Amyn Poonawala
  • Patent number: 7954071
    Abstract: One embodiment of the present invention provides a system that determines an assist feature placement within a post-optical proximity correction (post-OPC) mask layout. During operation, the system receives a set of target patterns which represent a set of polygons in a pre-OPC mask layout. The system then constructs a focus-sensitive cost function based on the target patterns, wherein the focus-sensitive cost function represents an amount of movement of post-OPC contours of the target patterns in response to changes in focus condition of the lithography system. Note that the contours of the target patterns substantially coincide with the edges of set of the polygons. Next, the system computes a cost-covariance field (CCF field) based on the focus-sensitive cost function, wherein the CCF field is a two-dimensional (2D) map representing changes to the focus-sensitive cost function due to an addition of a pattern at a given location within the post-OPC mask layout.
    Type: Grant
    Filed: October 31, 2008
    Date of Patent: May 31, 2011
    Assignee: Synopsys, Inc.
    Inventors: Levi D. Barnes, Benjamin D. Painter, Qiliang Yan, Yongfa Fan, Jianliang Li, Amyn Poonawala
  • Patent number: 7933471
    Abstract: One embodiment of the present invention provides a system that reduces computational complexity in simulating an image resulting from an original mask and an optical transmission system. During operation, the system obtains a set transmission cross coefficient (TCC) kernel functions based on the optical transmission system, and obtains a set of transmission functions for a representative pattern which contains features representative of the original mask. The system constructs a new set of kernel functions based on the TCC kernel functions and the transmission functions for the representative pattern, wherein responses to the new kernel functions in a resulting image corresponding to the representative pattern are substantially uncorrelated with one another. The system further produces an intensity distribution of a resulting image corresponding to the original mask based on the new kernel functions, thereby facilitating prediction of a layout that can be produced from the original mask.
    Type: Grant
    Filed: March 9, 2007
    Date of Patent: April 26, 2011
    Assignee: Synopsys, Inc.
    Inventors: Jianliang Li, Qiliang Yan, Lawrence S. Melvin, III, James P. Shiely
  • Patent number: 7784018
    Abstract: One embodiment of the present invention provides a system that identifies an area in a mask layout which is likely to cause manufacturing problems. During operation, the system creates an on-target process model that models a semiconductor manufacturing process under nominal (e.g., optimal) process conditions. The system also creates one or more off-target process models that model the semiconductor manufacturing process under one or more arbitrary (e.g., non-optimal) process conditions. Next, the system computes a process-sensitivity model using the on-target process model and the off-target process models. The system then computes a gradient-magnitude of the process-sensitivity model. Next, the system identifies a problem area in the mask layout using the gradient-magnitude of the process-sensitivity model. Note that identifying the problem area allows it to be corrected, which improves the manufacturability of the mask layout.
    Type: Grant
    Filed: May 8, 2007
    Date of Patent: August 24, 2010
    Assignee: Synopsys, Inc.
    Inventors: Lawrence S. Melvin, III, James P. Shiely, Qiliang Yan
  • Patent number: 7739645
    Abstract: One embodiment provides a system for determining an improved process model that models one or more semiconductor manufacturing processes. During operation, the system can receive a first process model. Next, the system can receive a 2-D-pattern detecting kernel which can detect 2-D patterns. The system can then receive a second set of empirical data which is associated with 2-D patterns in a test layout. Next, the system can determine an improved process model using the first process model, the 2-D-pattern detecting kernel, the test layout, and the second set of empirical data.
    Type: Grant
    Filed: May 4, 2007
    Date of Patent: June 15, 2010
    Assignee: Synopsys, Inc.
    Inventors: Jianliang Li, Qiliang Yan, Lawrence S. Melvin, III