CN117036430A - Method for aligning FDTD grid with object boundary based on key point - Google Patents

Method for aligning FDTD grid with object boundary based on key point Download PDF

Info

Publication number
CN117036430A
CN117036430A CN202311050905.5A CN202311050905A CN117036430A CN 117036430 A CN117036430 A CN 117036430A CN 202311050905 A CN202311050905 A CN 202311050905A CN 117036430 A CN117036430 A CN 117036430A
Authority
CN
China
Prior art keywords
key point
fdtd
aligning
grid
signal line
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN202311050905.5A
Other languages
Chinese (zh)
Other versions
CN117036430B (en
Inventor
郭茹
徐刚
吴寅芝
马佳
李棉榕
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Xinruiwei Shanghai Electronic Technology Co ltd
Original Assignee
Xinruiwei Shanghai Electronic Technology Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Xinruiwei Shanghai Electronic Technology Co ltd filed Critical Xinruiwei Shanghai Electronic Technology Co ltd
Priority to CN202311050905.5A priority Critical patent/CN117036430B/en
Publication of CN117036430A publication Critical patent/CN117036430A/en
Application granted granted Critical
Publication of CN117036430B publication Critical patent/CN117036430B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/33Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00Three dimensional [3D] modelling, e.g. data description of 3D objects
    • G06T17/20Finite element generation, e.g. wire-frame surface description, tesselation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2111/00Details relating to CAD techniques
    • G06F2111/10Numerical modelling

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Geometry (AREA)
  • Computer Graphics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Computer Hardware Design (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Design And Manufacture Of Integrated Circuits (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The application provides a method for aligning FDTD grids with object boundaries based on key points, which comprises the following steps: step 1, presetting a priority order of aligning an FDTD grid with an object boundary, wherein the method comprises the following steps: determining the position of a set key point according to the characteristics of two adjacent objects, and dividing the priority of the key point; step 2, identifying characteristics of two adjacent objects, and setting key points with high priority according to a preset priority order of aligning the FDTD grid with the object boundary; and 3, adjusting the position of the FDTD grid according to the position of the key point set in the step 2. The method for aligning the FDTD grid with the object boundary based on the key points improves the quality and accuracy of the grid, so that the accuracy of FDTD model analysis and solving is improved, and the accuracy of a numerical simulation result is improved.

Description

Method for aligning FDTD grid with object boundary based on key point
Technical Field
The application relates to the field of electromagnetic field numerical computation, in particular to a method for aligning FDTD grids with object boundaries based on key points.
Background
FDTD (Finite Time Domain) is a method for solving the electromagnetic field problem numerically, and can simulate the Time-varying behavior of electromagnetic waves. And the Maxwell's system of equations, which describe the basic behavior and interactions of electromagnetic fields, is the basis for solving the electromagnetic field problem. FDTD is used to solve a Maxwell's system of equations to model and analyze the behavior of electromagnetic fields. Specifically, FDTD discretizes the Maxwell equation set in the time domain, gridzes both space and time, and can simulate the evolution of electromagnetic fields over time by calculating the changes of electric and magnetic field components at discrete space and time points. The method is widely used for simulating the phenomena of propagation, scattering, radiation and the like of electromagnetic waves.
Hexahedral mesh is commonly used in FDTD algorithms for meshing due to its simplicity, efficiency, regularity, accuracy, and applicability. Each hexahedral mesh includes six adjacent facets, including facets in the XY direction, the YZ direction, and the ZY direction. However, when the object boundaries are not aligned with the hexahedral mesh, the accuracy of the model analysis solution is lost and incorrect scattering and reflection effects may be introduced.
As shown in fig. 2, taking the grid in the ZY direction (usually the vertical direction) as an example, since two adjacent objects are too close, the grid lines do not properly closely adhere to the surface of the object, but some gaps or deviations may occur, thereby affecting the quality and accuracy of the grid, which may lead to inaccuracy in the numerical simulation result.
The present application aims to solve the above-mentioned problems.
Disclosure of Invention
In order to solve the problems, the application provides a method for aligning an FDTD grid with an object boundary based on a key point, presetting the alignment priority order of the FDTD grid and the object boundary, setting a proper key point according to the priority order, adjusting the position of the FDTD grid to adapt to the object boundary, improving the accuracy of the grid and improving the accuracy of model analysis and solving.
The application provides a method for aligning FDTD grids with object boundaries based on key points, which comprises the following steps:
step 1, presetting a priority order of aligning an FDTD grid with an object boundary, wherein the method comprises the following steps: determining the position of a set key point according to the characteristics of two adjacent objects, and dividing the priority of the key point;
step 2, identifying characteristics of two adjacent objects, and setting key points with high priority according to a preset priority order of aligning the FDTD grid with the object boundary;
and 3, adjusting the position of the FDTD grid according to the position of the key point set in the step 2.
In one embodiment, the characteristics of the two adjacent objects include: the method comprises the steps of determining the attribute of two objects, the distance between the boundaries of two adjacent objects and the length of the two objects, wherein the attribute of the two adjacent objects comprises the fact that the two adjacent objects are two signal lines or the two adjacent objects are the signal lines and a reference plane.
In one embodiment, the reference plane is: power or ground GND.
In one embodiment, the setting the key point with the high priority in the step 2 is: when the collision key points occur, the key points with low priority are ignored, and the key points with high priority are set.
In one embodiment, in the step 3, adjusting the position of the FDTD mesh includes: grid lines are deleted and/or added.
In one embodiment, the step 1 includes:
when two adjacent objects are two signal lines;
if the distance between the boundaries of two adjacent signal lines is larger than the grid minimum distance, setting a first key point on each boundary of the two adjacent signal lines, and setting the priority of the first key point to be 1;
if the distance between the boundaries of two adjacent signal lines is smaller than the grid minimum distance, when the lengths of the two signal lines are the same, or when the length difference of the two signal lines is smaller and the ratio of the length of the longer signal line to the length of the shorter signal line is smaller than 2, setting a second key point in the middle of the two signal lines, and setting the priority of the second key point to be 2; when the length difference between the two signal lines is larger and the ratio of the length of the longer signal line to the length of the shorter signal line is greater than or equal to 2, a third key point is set on the boundary of the longer signal line, and the priority of the third key point is set to be 3.
In one embodiment, the step 1 further includes:
when two adjacent objects are a signal line and a reference plane;
if the distance between the signal line and the reference plane is larger than the minimum grid distance and smaller than five times of trace width, setting a fourth key point on each boundary between the signal line and the reference plane, and setting the priority of the fourth key point as 4;
if the distance between the signal line and the reference plane is smaller than the grid minimum distance or the distance between the signal line and the reference plane is larger than five times of the trace width, setting a fifth key point on the boundary of the signal line, and setting the priority of the fifth key point to be 5;
wherein the trace width is the width of the signal line.
In one embodiment, the mesh minimum pitch is one-half the trace width.
The method for aligning the FDTD grid with the object boundary based on the key points has the following beneficial effects:
1. when the object boundary is not aligned with the hexahedral mesh, the method for aligning the FDTD mesh with the object boundary based on the key point of the application sets the key point at a proper position by presetting the priority sequence of aligning the FDTD mesh with the object boundary, and adjusts the position of the FDTD mesh according to the set position of the key point so as to improve the quality and accuracy of the mesh, thereby improving the analysis and solving precision of the FDTD model and improving the accuracy of the numerical simulation result.
2. According to the method, the priority order of the FDTD grid aligned with the object boundary is preset, the adding positions of the key points under different conditions are set, the priorities are respectively divided, when the conflict key points occur, the key points with higher priorities are selected for setting, and the problem that the FDTD grid cannot be aligned normally when the conflict key points occur is avoided.
Drawings
FIG. 1 is a flow chart of a method for aligning an FDTD grid with object boundaries based on keypoints in accordance with an embodiment of the application;
FIG. 2 is a schematic illustration of FDTD mesh misalignment with object boundaries in the ZY direction;
fig. 3a-3g are schematic diagrams of adding keypoints and adjusting the position of the FDTD mesh based on a method of aligning the keypoint with the object boundary using an embodiment of the present application under different conditions.
Detailed Description
The present application will be described in further detail with reference to the drawings and examples, in order to make the objects, technical solutions and advantages of the present application more apparent. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the application.
As shown in fig. 1, the present application proposes a method for aligning an FDTD mesh with an object boundary based on key points, comprising:
step 1, presetting a priority order of aligning an FDTD grid with an object boundary, wherein the method comprises the following steps: determining the position of a set key point according to the characteristics of two adjacent objects, and dividing the priority of the key point;
step 2, identifying characteristics of two adjacent objects, and setting key points with high priority according to a preset priority order of aligning the FDTD grid with the object boundary;
and 3, adjusting the position of the FDTD grid according to the position of the key point set in the step 2.
Further, the characteristics of the adjacent two objects include: the method comprises the steps of determining the attribute of two objects, the distance between the boundaries of two adjacent objects and the length of the two objects, wherein the attribute of the two adjacent objects comprises the fact that the two adjacent objects are two signal lines or the two adjacent objects are the signal lines and a reference plane. Preferably, the reference plane comprises power, GND.
Further, the key points with high priority are set in the step 2: when the collision key points occur, the key points with low priority are ignored, and the key points with high priority are set.
Further, in step 3, adjusting the position of the FDTD mesh includes: grid lines are deleted and/or added.
In one embodiment, the pre-setting the priority order of the FDTD mesh alignment with the object boundary in step 1 specifically includes:
1) When two adjacent objects are two signal lines A, B:
as shown in fig. 3a, if the distance X between the boundaries of two adjacent signal lines A, B AB And if the first key point is larger than the minimum grid distance, setting a first key point on the boundary of two adjacent signal lines, and setting the priority of the first key point as 1.
As shown in fig. 3b and 3c, if the distance X between the boundaries of two adjacent signal lines A, B AB Smaller than the minimum pitch of the grid, when the lengths of the two signal lines are the same (L A =L B ) Or when the difference in the lengths of the two signal lines is small, the ratio of the length of the longer signal line B to the length of the shorter signal line A is less than 2 (L B /L A < 2), in the middle of the two signal lines (i.e., 1/2X AB Department) setting a second key point, and setting the priority of the second key point as 2; as shown in fig. 3d, when the length difference between two adjacent signal lines A, B is large, the ratio of the length of the longer signal line B to the length of the shorter signal line a is 2 or more (L B /L A And 2) and setting a third key point on the boundary of the longer signal line B, and setting the priority of the third key point to be 3.
2) When two adjacent objects are the signal line C and the reference plane D:
as shown in fig. 3e, if the distance X between the signal line C and the reference plane D CD The trace width (5 w) is larger than the minimum grid interval and smaller than five times, a fourth key point is respectively arranged on the adjacent boundary of the signal line and the reference plane, and the priority of the fourth key point is set to be 4;
as shown in fig. 3f and 3g, if the distance X between the signal line and the reference plane CD Less than the minimum pitch of the grid, or the distance X between the signal line and the reference plane CD Greater than five trace widths (5 w), a fifth critical point is set on the boundary of the signal line and the priority of the fifth critical point is set to 5.
It should be understood that the trace widths w in the present application are the widths of the signal lines.
As shown in FIGS. 3a-3g, the present embodiment preferably has a mesh minimum pitch of one-half the trace width (1/2 w).
When the signal line is adjacent to the reference plane, voltage and current changes on the signal line are introduced to the reference plane, voltage and current changes occur, coupling between the signal and the reference plane also occurs, and capacitance and inductance exist between the signal line and the reference plane. When a change in current occurs on one signal line, a voltage is also generated on the other signal line by mutual inductance, which can be expressed by parameters of capacitance and inductance. When the coupling transmission line is increased, the mutual capacitance and mutual inductance are reduced. It is therefore contemplated that the larger the pitch, the less affected, and substantially unaffected when the pitch is greater than five times the trace width. Thus, five trace widths are selected here as one of the thresholds.
It should be noted that after the new grid line is located according to the key point, if there is a grid line between the two original object boundaries, it needs to be deleted.
The method for aligning the FDTD grid with the object boundary based on the key points has the following beneficial effects:
1. when the object boundary is not aligned with the hexahedral mesh, the method for aligning the FDTD mesh with the object boundary based on the key point of the application sets the key point at a proper position by presetting the priority sequence of aligning the FDTD mesh with the object boundary, and adjusts the position of the FDTD mesh according to the set position of the key point so as to improve the quality and accuracy of the mesh, thereby improving the analysis and solving precision of the FDTD model and improving the accuracy of the numerical simulation result.
2. According to the method, the priority order of the FDTD grid aligned with the object boundary is preset, the adding positions of the key points under different conditions are set, the priorities are respectively divided, when the conflict key points occur, the key points with higher priorities are selected for setting, and the problem that the FDTD grid cannot be aligned normally when the conflict key points occur is avoided.
It should be noted that, in the present application, relational terms such as "first," "second," and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions, and further, the term "comprises" or any other variation thereof is intended to encompass a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus.
The above embodiments are merely further illustrative of the present application and are not intended to limit the present application in any way, and various other embodiments are possible. Various modifications and variations may be made by those skilled in the art in light of the present disclosure without departing from the spirit and scope of the present disclosure, and such modifications and variations are intended to fall within the scope of the present disclosure.

Claims (8)

1. A method for aligning an FDTD mesh with an object boundary based on keypoints, comprising:
step 1, presetting a priority order of aligning an FDTD grid with an object boundary, wherein the method comprises the following steps: determining the position of a set key point according to the characteristics of two adjacent objects, and dividing the priority of the key point;
step 2, identifying characteristics of two adjacent objects, and setting key points with high priority according to a preset priority order of aligning the FDTD grid with the object boundary;
and 3, adjusting the position of the FDTD grid according to the position of the key point set in the step 2.
2. The method of aligning an FDTD mesh with object boundaries based on keypoints of claim 1, wherein the characteristics of the two adjacent objects comprise: the method comprises the steps of determining the attribute of two objects, the distance between the boundaries of two adjacent objects and the length of the two objects, wherein the attribute of the two adjacent objects comprises the fact that the two adjacent objects are two signal lines or the two adjacent objects are the signal lines and a reference plane.
3. The method of aligning an FDTD mesh with object boundaries based on keypoints of claim 2, wherein the reference plane is: power or ground GND.
4. The method for aligning an FDTD mesh with object boundaries based on keypoints according to claim 1, wherein the setting of the keypoints with high priority in step 2 is: when the collision key points occur, the key points with low priority are ignored, and the key points with high priority are set.
5. The method for aligning an FDTD mesh with an object boundary based on key points according to claim 1, wherein in said step 3, adjusting the position of the FDTD mesh comprises: grid lines are deleted and/or added.
6. The method for aligning an FDTD mesh with object boundaries based on key points of claim 1, wherein said step 1 comprises:
when two adjacent objects are two signal lines;
if the distance between the boundaries of two adjacent signal lines is larger than the grid minimum distance, setting a first key point on each boundary of the two adjacent signal lines, and setting the priority of the first key point to be 1;
if the distance between the boundaries of two adjacent signal lines is smaller than the grid minimum distance, when the lengths of the two signal lines are the same, or when the length difference of the two signal lines is smaller and the ratio of the length of the longer signal line to the length of the shorter signal line is smaller than 2, setting a second key point in the middle of the two signal lines, and setting the priority of the second key point to be 2; when the length difference between the two signal lines is larger and the ratio of the length of the longer signal line to the length of the shorter signal line is greater than or equal to 2, a third key point is set on the boundary of the longer signal line, and the priority of the third key point is set to be 3.
7. The method for aligning an FDTD mesh with object boundaries based on keypoints of claim 6, wherein said step 1 further comprises:
when two adjacent objects are a signal line and a reference plane;
if the distance between the signal line and the reference plane is larger than the minimum grid distance and smaller than five times of trace width, setting a fourth key point on each boundary between the signal line and the reference plane, and setting the priority of the fourth key point as 4;
if the distance between the signal line and the reference plane is smaller than the grid minimum distance or the distance between the signal line and the reference plane is larger than five times of the trace width, setting a fifth key point on the boundary of the signal line, and setting the priority of the fifth key point to be 5;
wherein the trace width is the width of the signal line.
8. The method of aligning an FDTD mesh with object boundaries based on keypoints of claim 7 wherein the mesh minimum pitch is one half the trace width.
CN202311050905.5A 2023-08-18 2023-08-18 Method for aligning FDTD grid with object boundary based on key point Active CN117036430B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202311050905.5A CN117036430B (en) 2023-08-18 2023-08-18 Method for aligning FDTD grid with object boundary based on key point

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202311050905.5A CN117036430B (en) 2023-08-18 2023-08-18 Method for aligning FDTD grid with object boundary based on key point

Publications (2)

Publication Number Publication Date
CN117036430A true CN117036430A (en) 2023-11-10
CN117036430B CN117036430B (en) 2024-06-21

Family

ID=88642834

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202311050905.5A Active CN117036430B (en) 2023-08-18 2023-08-18 Method for aligning FDTD grid with object boundary based on key point

Country Status (1)

Country Link
CN (1) CN117036430B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117236085A (en) * 2023-11-16 2023-12-15 芯瑞微(上海)电子科技有限公司 Method for optimizing precision of cylinder simulation based on FDTD algorithm

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2008148040A1 (en) * 2007-05-24 2008-12-04 Lifewave, Inc. System and method for non-invasive instantaneous and continuous measurement of cardiac chamber volume
EP2287757A1 (en) * 2009-08-20 2011-02-23 Fujitsu Limited Multilevel-Multigrid simulation techniques
CN107273601A (en) * 2017-06-09 2017-10-20 郑州云海信息技术有限公司 Method is influenceed to signal integrity based on FDTD Algorithm Analysis ground hole
CN107845141A (en) * 2017-11-27 2018-03-27 山东大学 A kind of transient electromagnetic three-dimensional FDTD forward modeling multi-resolution meshes subdivision methods
CN111175775A (en) * 2018-11-09 2020-05-19 阿里巴巴集团控股有限公司 Positioning data generation method and device and electronic equipment
CN114782647A (en) * 2022-02-28 2022-07-22 商汤国际私人有限公司 Model reconstruction method, device, equipment and storage medium
CN114781220A (en) * 2022-04-27 2022-07-22 安徽大学 Electromagnetic field simulation method based on sub-grid and single-step ADI-FDTD
CN114897984A (en) * 2022-05-12 2022-08-12 西安沃祥航空科技有限公司 Visual alignment method for oil receiving probe and oil filling taper sleeve in autonomous aerial oil filling of unmanned aerial vehicle
CN116381310A (en) * 2023-05-23 2023-07-04 南方电网科学研究院有限责任公司 Transient time domain analysis method and device for eccentric cable and transient time domain analysis system

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2008148040A1 (en) * 2007-05-24 2008-12-04 Lifewave, Inc. System and method for non-invasive instantaneous and continuous measurement of cardiac chamber volume
EP2287757A1 (en) * 2009-08-20 2011-02-23 Fujitsu Limited Multilevel-Multigrid simulation techniques
CN107273601A (en) * 2017-06-09 2017-10-20 郑州云海信息技术有限公司 Method is influenceed to signal integrity based on FDTD Algorithm Analysis ground hole
CN107845141A (en) * 2017-11-27 2018-03-27 山东大学 A kind of transient electromagnetic three-dimensional FDTD forward modeling multi-resolution meshes subdivision methods
CN111175775A (en) * 2018-11-09 2020-05-19 阿里巴巴集团控股有限公司 Positioning data generation method and device and electronic equipment
CN114782647A (en) * 2022-02-28 2022-07-22 商汤国际私人有限公司 Model reconstruction method, device, equipment and storage medium
CN114781220A (en) * 2022-04-27 2022-07-22 安徽大学 Electromagnetic field simulation method based on sub-grid and single-step ADI-FDTD
CN114897984A (en) * 2022-05-12 2022-08-12 西安沃祥航空科技有限公司 Visual alignment method for oil receiving probe and oil filling taper sleeve in autonomous aerial oil filling of unmanned aerial vehicle
CN116381310A (en) * 2023-05-23 2023-07-04 南方电网科学研究院有限责任公司 Transient time domain analysis method and device for eccentric cable and transient time domain analysis system

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
QILIN ZHANG: ""3-D FDTD Simulation of the Lightning-Induced Waves on Overhead Lines Considering the Vertically Stratified Ground"", 《IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY》, 23 April 2015 (2015-04-23) *
徐藻: "并行FDTD的实现与在电磁散射中的应用", 《中国优秀硕士学位论文全文数据库信息科技》, 15 December 2011 (2011-12-15) *
郑毅: ""基于FDTD的有限宽度接地板共面波导传输特性研究"", 《中国优秀硕士学位论文全文数据库信息科技辑》, 15 November 2009 (2009-11-15) *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117236085A (en) * 2023-11-16 2023-12-15 芯瑞微(上海)电子科技有限公司 Method for optimizing precision of cylinder simulation based on FDTD algorithm
CN117236085B (en) * 2023-11-16 2024-02-13 芯瑞微(上海)电子科技有限公司 Method for optimizing precision of cylindrical electromagnetic field simulation based on FDTD algorithm

Also Published As

Publication number Publication date
CN117036430B (en) 2024-06-21

Similar Documents

Publication Publication Date Title
CN117036430B (en) Method for aligning FDTD grid with object boundary based on key point
US7062737B2 (en) Method of automated repair of crosstalk violations and timing violations in an integrated circuit design
US7117466B2 (en) System and method for correlated process pessimism removal for static timing analysis
CN103080938B (en) The method optimized for simultaneous switching noise
EP1365333A1 (en) Method and system for designing circuit layout
CN110717310B (en) Method and device for adjusting circuit layout
US20140359547A1 (en) Hierarchical design of integrated circuits with multi-patterning requirements
CN116171453A (en) Method and apparatus for generating and utilizing knowledge patterns for manufacturing simulation models
Koziel et al. Space-mapping-based interpolation for engineering optimization
CN115470741B (en) Method, electronic device and storage medium for light source mask co-optimization
Chowdhary et al. How accurately can we model timing in a placement engine?
US6581196B2 (en) Automated crosstalk identification system
CN115329713A (en) Layout module, method and device for generating wiring file and wiring
Niu et al. Rigorous derivation of imbalance difference theory for modeling radiated emission problems
WO2013018725A1 (en) Printed-substrate design system, and printed-substrate design method
US20050246117A1 (en) System and method of analyzing timing effects of spatial distribution in circuits
CN113010930A (en) Multidimensional and multiscale verification method for digital twin model
CN103810310A (en) Parameterization determination method for pitch foaming module equipment oriented to bituminous mixing plant
US20150248516A1 (en) Reduction of warpage of multilayered substrate or package
CN111460734A (en) Microwave device automatic modeling method combining advanced adaptive sampling and artificial neural network
US20190243939A1 (en) Coupling aware wire capacitance adjust at global routing
CN116151186A (en) Time sequence optimization method and device and electronic equipment
Bandler et al. TLM-based modeling and design exploiting space mapping
US9773086B1 (en) Methods, systems, and articles of manufacture for implementing coplanar waveguide transmission lines in electronic designs
US10198545B1 (en) Systems and methods for extraction of electrical specifications from prelayout simulations

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant