Abstract: Hemofilters for in vivo filtration of blood are disclosed. The hemofilters disclosed herein provide an optimal flow of blood through the filtration channels while maintaining a pressure gradient across the filtration channel walls to enhance filtration and minimize turbulence and stagnation of blood in the hemofilter.

Abstract: An electronic design automation (EDA) data processing system includes a version graph database and a controller. The version graph database stores a plurality of different versions of graph data sets. Each graph data set corresponds to a respective circuit component located at a given hierarchical level of a semiconductor chip design and each graph data set tagged with a version identifier (ID) indicating the version thereof. The controller determines a hierarchical circuit included in the semiconductor chip and determines a plurality of targeted circuit components that define the hierarchical circuit. The controller determines targeted graph data sets from the versions graph database that correspond to the targeted circuit components, and obtains the targeted graph data sets having matching version IDs such that the targeted graph data sets are the same version.

Abstract: A system and method involves partitioning a design of an integrated circuit into two or more hierarchical levels. A lowest level includes macros and a higher level includes some or all of the macros. Each of the macros includes two or more components. A macro timing model corresponding with each of the macros indicates a delay through the macro. The macro timing model corresponding with ones of the macros that are part of the higher level are loaded to perform higher-level timing analysis, which indicates a delay through the ones of the macros that are part of the higher level. Modified macro timing models corresponding with one or more of the macros are generated, and only the modified macro timing models associated with the macros that are part of the higher level modify corresponding loaded macro timing models to continue the higher-level timing analysis.

Abstract: A design and timing model for at least one circuit path of at least a portion of an IC design is loaded into a computer. At least one canonical clock variable associated with the model is defined; it includes at least one source of variation. The computer is used to perform an SSTA of the at least one circuit path, based on the design and timing model and the at least one canonical clock variable, to obtain slack canonical data. A clock period is projected, based on the slack canonical data, such that a cycle time canonical is projected to a different space than a logic canonical. Results of the SSTA and the projected clock period are output to determine performance compliance. Efficient operation of the computer is enhanced by analyzing a slack vector in a single timing run, loaded once, and multithreading timing propagation.

Abstract: Examples of techniques for statistical static timing analysis of an integrated circuit are disclosed. In accordance with aspects of the present disclosure, a computer-implemented method for statistical static timing analysis of an integrated circuit is provided. The method may comprise identifying a timing parameter that contributes to a delay calculation. The method may further comprise determining, by a processing device, whether the identified timing parameter significantly impacts the delay calculation. The method may also comprise, responsive to determining that the identified timing parameter does not significantly impact the delay calculation, avoiding a sensitivity calculation for the identified timing parameter.

Abstract: A design and timing model for at least one circuit path of at least a portion of an IC design is loaded into a computer. At least one canonical clock variable associated with the model is defined; it includes at least one source of variation. The computer is used to perform an SSTA of the at least one circuit path, based on the design and timing model and the at least one canonical clock variable, to obtain slack canonical data. A clock period is projected, based on the slack canonical data, such that a cycle time canonical is projected to a different space than a logic canonical. Results of the SSTA and the projected clock period are output to determine performance compliance. Efficient operation of the computer is enhanced by analyzing a slack vector in a single timing run, loaded once, and multithreading timing propagation.

Abstract: Examples of techniques for statistical static timing analysis of an integrated circuit are disclosed. In accordance with aspects of the present disclosure, a computer-implemented method for statistical static timing analysis of an integrated circuit is provided. The method may comprise identifying a timing parameter that contributes to a delay calculation. The method may further comprise determining, by a processing device, whether the identified timing parameter significantly impacts the delay calculation. The method may also comprise, responsive to determining that the identified timing parameter does not significantly impact the delay calculation, avoiding a sensitivity calculation for the identified timing parameter.

Abstract: Examples of techniques for statistical static timing analysis of an integrated circuit are disclosed. In accordance with aspects of the present disclosure, a computer-implemented method for statistical static timing analysis of an integrated circuit is provided. The method may comprise identifying a timing parameter that contributes to a delay calculation. The method may further comprise determining, by a processing device, whether the identified timing parameter significantly impacts the delay calculation. The method may also comprise, responsive to determining that the identified timing parameter does not significantly impact the delay calculation, avoiding a sensitivity calculation for the identified timing parameter.

Abstract: Examples of techniques for statistical static timing analysis of an integrated circuit are disclosed. In accordance with aspects of the present disclosure, a computer-implemented method for statistical static timing analysis of an integrated circuit is provided. The method may comprise identifying a timing parameter that contributes to a delay calculation. The method may further comprise determining, by a processing device, whether the identified timing parameter significantly impacts the delay calculation. The method may also comprise, responsive to determining that the identified timing parameter does not significantly impact the delay calculation, avoiding a sensitivity calculation for the identified timing parameter.

Abstract: Methods and systems receive an integrated circuit design into a computerized device and perform an analysis of the integrated circuit design to identify characteristics of physical features of portions of the integrated circuit design. Such methods and systems determine whether to look up sensitivity of a timing value of a portion of the integrated circuit design to manufacturing process variables, voltage variables, and temperature variables (PVT variables) by: evaluating relationships between the characteristics of physical features of the portion of the integrated circuit design to generate an indicator value; and, based on whether the indicator value is within a table usage filter value range, either: calculating the sensitivity of the timing value to the PVT variables; or looking up a previously determined sensitivity of the timing value to the PVT variables from a look-up table.

Abstract: Methods and systems receive an integrated circuit design into a computerized device and perform an analysis of the integrated circuit design to identify characteristics of physical features of portions of the integrated circuit design. Such methods and systems determine whether to look up sensitivity of a timing value of a portion of the integrated circuit design to manufacturing process variables, voltage variables, and temperature variables (PVT variables) by: evaluating relationships between the characteristics of physical features of the portion of the integrated circuit design to generate an indicator value; and, based on whether the indicator value is within a table usage filter value range, either: calculating the sensitivity of the timing value to the PVT variables; or looking up a previously determined sensitivity of the timing value to the PVT variables from a look-up table.

Abstract: Systems and methods for modeling multi-patterning variability with statistical timing analysis during IC fabrication are described. The method may be provided implemented in a computer infrastructure having computer executable code tangibly embodied on a computer readable storage medium having programming instructions operable to define at least one source of variation in an integrated circuit design. The programming instructions further operable to model the at least one source of variation for at least two patterns in at least one level of the integrated circuit design as at least two sources of variability respectively.

Abstract: Systems and methods for avoiding restrictions on cell placement in a hierarchical design of integrated circuits with multi-patterning requirements are described. The method may be provided implemented in a computer infrastructure having computer executable code tangibly embodied on a computer readable storage medium having programming instructions operable to assign a color to each pattern shape in a first cell, assign a color to each pattern shape in a second cell, characterize quantities of interest for each pattern shape in the first cell, determine that the colors assigned in the first cell are all one to one mappable to the colors assigned in the second cells, characterize quantities of interest for each pattern shape in the second cell using the quantities of interest characterized for the first cell, and model the quantities of interest for the first cell and the second cell.

Abstract: Systems and methods are provided for extracting parasitics in a design of an integrated circuit with multi-patterning requirements. The method includes determining resistance solutions and capacitance solutions. The method further includes performing parasitic extraction of the resistance solutions and the capacitance solutions to generate mean values for the resistance solutions and the capacitance solutions. The method further includes capturing a multi-patterning source of variation for each of the resistance solutions and the capacitance solutions during the parasitic extraction. The method further includes determining a sensitivity for each captured source of variation to a respective vector of parameters. The method further includes determining statistical parasitics by multiplying each of the resistance solutions and the capacitance solutions by the determined sensitivity for each respective captured source of variation.

Abstract: Systems and methods for modeling multi-patterning variability with statistical timing analysis during IC fabrication are described. The method may be provided implemented in a computer infrastructure having computer executable code tangibly embodied on a computer readable storage medium having programming instructions operable to define at least one source of variation in an integrated circuit design. The programming instructions further operable to model the at least one source of variation for at least two patterns in at least one level of the integrated circuit design as at least two sources of variability respectively.

Abstract: Embodiments of the present invention relate to determining process variations using device threshold sensitivities. A computing device determines first and second threshold voltages for first and second transistors, respectively, wherein the first and second transistors are included in an integrated circuit and are n-channel and p-channel field effect transistors, respectively. The computing device also determines process parameters that are associated with the integrated circuit using a combination of determined first and second threshold voltages, wherein the process parameter reflects random sensitivities, timing delay differences, timing delay and slew rate changes, and/or variations between low, high, and regular threshold voltages which are associated with the first and second transistors.

Abstract: Systems and methods for modeling multi-patterning variability with statistical timing analysis during IC fabrication are described. The method may be provided implemented in a computer infrastructure having computer executable code tangibly embodied on a computer readable storage medium having programming instructions operable to define at least one source of variation in an integrated circuit design. The programming instructions further operable to model the at least one source of variation for at least two patterns in at least one level of the integrated circuit design as at least two sources of variability respectively.

Abstract: Systems and methods for avoiding restrictions on cell placement in a hierarchical design of integrated circuits with multi-patterning requirements are described. The method may be provided implemented in a computer infrastructure having computer executable code tangibly embodied on a computer readable storage medium having programming instructions operable to assign a color to each pattern shape in a first cell, assign a color to each pattern shape in a second cell, characterize quantities of interest for each pattern shape in the first cell, determine that the colors assigned in the first cell are all one to one mappable to the colors assigned in the second cells, characterize quantities of interest for each pattern shape in the second cell using the quantities of interest characterized for the first cell, and model the quantities of interest for the first cell and the second cell.

Abstract: Systems and methods for avoiding restrictions on cell placement in a hierarchical design of integrated circuits with multi-patterning requirements are described. The method may be provided implemented in a computer infrastructure having computer executable code tangibly embodied on a computer readable storage medium having programming instructions operable to assign a color to each pattern shape in a first cell, assign a color to each pattern shape in a second cell, characterize quantities of interest for each pattern shape in the first cell, determine that the colors assigned in the first cell are all one to one mappable to the colors assigned in the second cells, characterize quantities of interest for each pattern shape in the second cell using the quantities of interest characterized for the first cell, and model the quantities of interest for the first cell and the second cell.

Abstract: Systems and methods for modeling multi-patterning variability with statistical timing analysis during IC fabrication are described. The method may be provided implemented in a computer infrastructure having computer executable code tangibly embodied on a computer readable storage medium having programming instructions operable to define at least one source of variation in an integrated circuit design. The programming instructions further operable to model the at least one source of variation for at least two patterns in at least one level of the integrated circuit design as at least two sources of variability respectively.