Abstract: Optical proximity correction (OPC) based computational lithography techniques are disclosed herein for enhancing lithography printability. An exemplary mask optimization method includes receiving an integrated circuit (IC) design layout having an IC pattern; generating target points for a contour corresponding with the IC pattern based on a target placement model, wherein the target placement model is selected based on a classification of the IC pattern; and performing an OPC on the IC pattern using the target points, thereby generating a modified IC design layout. The method can further include fabricating a mask based on the modified IC design layout. The OPC can select an OPC model based on the classification of the IC pattern. The OPC model can weight the target placement model.

Abstract: The present disclosure provides a method of patterning a target material layer over a semiconductor substrate. The method includes steps of forming a spacer feature over the target material layer using a first sub-layout and performing a photolithographic patterning process using a second sub-layout to form a first feature. A portion of the first feature extends over the spacer feature. The method further includes steps of removing the portion of the first feature extending over the spacer feature and removing the spacer feature. Other methods and associated patterned semiconductor wafers are also provided herein.

Abstract: The present disclosure provides a method of patterning a target material layer over a semiconductor substrate. The method includes steps of forming a spacer feature over the target material layer using a first sub-layout and performing a photolithographic patterning process using a second sub-layout to form a first feature. A portion of the first feature extends over the spacer feature. The method further includes steps of removing the portion of the first feature extending over the spacer feature and removing the spacer feature. Other methods and associated patterned semiconductor wafers are also provided herein.

Abstract: Implementations of the present disclosure provide coloring methods that sort and pre-color nodes of G0-linked networks in a multiple-patterning technology (MPT)-compliant layout design by coordinate. In one embodiment, a method includes identifying target networks in a circuit layout, each target network having two or more linked nodes representing circuit patterns, and each target network being presented in an imaginary X-Y coordinate plane, assigning a first feature to a first node in each target network, the first node is determined using a coordinate-based method, and assigning the first feature and a second feature to remaining nodes in each target network in an alternating manner so that any two immediately adjacent linked nodes in each target network have different features.

Abstract: The present disclosure relates to a method of data preparation. The method, in some embodiments, performs a first data preparation process using a data preparation element. The first data preparation process modifies a plurality of shapes of an integrated chip (IC) design that comprises a graphical representation of a layout used to fabricate an integrated chip. A plurality of additional shapes are added to the IC design using an additional shape insertion element. The plurality of additional shapes are separated from the plurality of shapes by one or more non-zero distances. A second data preparation process is performed using the data preparation element, after performing the first data preparation process. The second data preparation process modifies the plurality of additional shapes.

Abstract: Disclosed is a method of fabricating an integrated circuit (IC) using a multiple (N>2) patterning technique. The method provides a layout of the IC having a set of IC features. The method further includes deriving a graph from the layout, the graph having vertices connected by edges, the vertices representing the IC features, and the edges representing spacing between the IC features. The method further includes selecting vertices, wherein the selected vertices are not directly connected by an edge, and share at least one neighboring vertex that is connected by N edges. The method further includes using a computerized IC tool to merge the selected vertices, thereby reducing a number of edges connecting the neighboring vertex to be below N. The method further includes removing a portion of the vertices that are connected by less than N edges.

Abstract: Implementations of the disclosure provide a method of fabricating an integrated circuit (IC). The method includes receiving an IC design layout; performing optical proximity correction (OPC) process to the IC design layout to produce a corrected IC design layout; and verifying the corrected IC design layout using a machine learning algorithm. The post OPC verification includes using the machine learning algorithm to identify one or more features of the corrected IC design layout; comparing the one or more identified features to a database comprising a plurality of features; and verifying the corrected IC design layout based on labels in the database associated with the plurality of features.

Abstract: Implementations of the present disclosure provide coloring methods that sort and pre-color nodes of G0-linked networks in a multiple-patterning technology (MPT)-compliant layout design by coordinate. In one embodiment, a method includes identifying target networks in a circuit layout, each target network having two or more linked nodes representing circuit patterns, and each target network being presented in an imaginary X-Y coordinate plane, assigning a first feature to a first node in each target network, the first node is determined using a coordinate-based method, and assigning the first feature and a second feature to remaining nodes in each target network in an alternating manner so that any two immediately adjacent linked nodes in each target network have different features.

Abstract: An integrated circuit (IC) manufacturing method includes receiving an IC design layout having IC regions separate from each other. Each of the IC regions includes an initial IC pattern that is substantially identical among the IC regions. The method further includes identifying a group of IC regions from the IC regions. All IC regions in the group have a substantially same location effect, which is introduced by global locations of the IC regions on the IC design layout. The method further includes performing a correction process to a first IC region in the group, modifying the initial IC pattern in the first IC region into a first corrected IC pattern. The correction process includes using a computer program to correct location effect. The method further includes replacing the initial IC pattern in a second IC region in the group with the first corrected IC pattern.

Abstract: Implementations of the disclosure provide a method of fabricating an integrated circuit (IC). The method includes receiving an IC design layout; performing optical proximity correction (OPC) process to the IC design layout to produce a corrected IC design layout; and verifying the corrected IC design layout using a machine learning algorithm. The post OPC verification includes using the machine learning algorithm to identify one or more features of the corrected IC design layout; comparing the one or more identified features to a database comprising a plurality of features; and verifying the corrected IC design layout based on labels in the database associated with the plurality of features.

Abstract: Optical proximity correction (OPC) based computational lithography techniques are disclosed herein for enhancing lithography printability. An exemplary mask optimization method includes receiving an integrated circuit (IC) design layout having an IC pattern; generating target points for a contour corresponding with the IC pattern based on a target placement model, wherein the target placement model is selected based on a classification of the IC pattern; and performing an OPC on the IC pattern using the target points, thereby generating a modified IC design layout. The method can further include fabricating a mask based on the modified IC design layout. The OPC can select an OPC model based on the classification of the IC pattern. The OPC model can weight the target placement model.

Abstract: Implementations of the present disclosure provide coloring methods that sort and pre-color nodes of G0-linked networks in a multiple-patterning technology (MPT)-compliant layout design by coordinate. In one embodiment, a method includes identifying target networks in a circuit layout, each target network having two or more linked nodes representing circuit patterns, and each target network being presented in an imaginary X-Y coordinate plane, assigning a first feature to a first node in each target network, the first node is determined using a coordinate-based method, and assigning the first feature and a second feature to remaining nodes in each target network in an alternating manner so that any two immediately adjacent linked nodes in each target network have different features.

Abstract: Optical proximity correction (OPC) based computational lithography techniques are disclosed herein for enhancing lithography printability. An exemplary mask optimization method includes receiving an integrated circuit (IC) design layout having an IC pattern; generating target points for a contour corresponding with the IC pattern based on a target placement model, wherein the target placement model is selected based on a classification of the IC pattern; and performing an OPC on the IC pattern using the target points, thereby generating a modified IC design layout. The method can further include fabricating a mask based on the modified IC design layout. The OPC can select an OPC model based on the classification of the IC pattern. The OPC model can weight the target placement model.

Abstract: Examples of optical proximity correction (OPC) based computational lithography techniques are disclosed herein. An exemplary method includes receiving an IC design layout that includes an IC feature, the IC feature specifying a mask feature for selectively exposing to radiation a portion of a photoresist disposed on a substrate; determining topographical information of an underlying layer disposed on the substrate between the photoresist and the substrate; performing an OPC process on the IC feature to generate a modified IC feature; and providing a modified IC design layout including the modified IC feature for fabricating a mask based on the modified IC design layout. The OPC process may use the topographical information of the underlying layer to compensate for an amount of radiation directed towards the portion of the photoresist so as to expose the portion of the photoresist to a target dosage of radiation.

Abstract: Implementations of the present disclosure provide coloring methods that sort and pre-color nodes of G0-linked networks in a multiple-patterning technology (MPT)-compliant layout design by coordinate. In one embodiment, a method includes identifying target networks in a circuit layout, each target network having two or more linked nodes representing circuit patterns, and each target network being presented in an imaginary X-Y coordinate plane, assigning a first feature to a first node in each target network, the first node is determined using a coordinate-based method, and assigning the first feature and a second feature to remaining nodes in each target network in an alternating manner so that any two immediately adjacent linked nodes in each target network have different features.

Abstract: The present disclosure provides a method of patterning a target material layer over a semiconductor substrate. The method includes steps of forming a spacer feature over the target material layer using a first sub-layout and performing a photolithographic patterning process using a second sub-layout to form a first feature. A portion of the first feature extends over the spacer feature. The method further includes steps of removing the portion of the first feature extending over the spacer feature and removing the spacer feature. Other methods and associated patterned semiconductor wafers are also provided herein.

Abstract: An integrated circuit (IC) manufacturing method includes receiving an IC design layout having IC regions separate from each other. Each of the IC regions includes an initial IC pattern that is substantially identical among the IC regions. The method further includes identifying a group of IC regions from the IC regions. All IC regions in the group have a substantially same location effect, which is introduced by global locations of the IC regions on the IC design layout. The method further includes performing a correction process to a first IC region in the group, modifying the initial IC pattern in the first IC region into a first corrected IC pattern. The correction process includes using a computer program to correct location effect. The method further includes replacing the initial IC pattern in a second IC region in the group with the first corrected IC pattern.

Abstract: The present disclosure provides a method that includes forming a first pattern feature and a second pattern feature over a material layer by a first photolithographic process. The method also includes forming a first spacer feature on a sidewall of the first pattern feature and a second spacer feature on a sidewall of the second pattern feature. Additionally, the method includes forming a third pattern feature on the material layer between the first spacer feature and the second spacer feature by a second photolithographic process. In addition, the method includes removing the first and second spacer features to expose a portion of the material layer.

Abstract: Provided is an integrated circuit (IC) manufacturing method. The method includes receiving an IC design layout, wherein the IC design layout includes multiple IC regions and each of the IC regions includes an initial IC pattern. The method further includes performing a correction process to a first IC region, thereby modifying the initial IC pattern in the first IC region to result in a first corrected IC pattern in the first IC region, wherein the correction process includes location effect correction. The method further includes replacing the initial IC pattern in a second IC region with the first corrected IC pattern.

Abstract: Embodiments of the present disclosure provide a method of generating mandrel patterns. A mandrel pattern is generated by constructing a boundary box, initiating a plurality of lead mandrels, and extending the lead mandrels across the boundary box. When a pattern region includes holes, portions of mandrels are removed from the holes after extension of the leading mandrels.