Abstract: Embodiments disclosed herein include a method for optimizing zones in a fluid flow system. In an embodiment, the method comprises running a baseline simulation for the fluid flow system, and running a plurality of sensitivity simulations, where each sensitivity simulation perturbs a flowrate through one of a plurality of pitch circles in the fluid flow system by an offset percentage. In an embodiment, the method further comprises generating a sensitivity matrix from the plurality of sensitivity simulations, and optimizing an objective function to enable grouping of the plurality of pitch circles into a plurality of zones.

Abstract: A method for estimating pressure values within a processing chamber is provided. The method can include receiving a measurement of a pressure at a terminal end of an exit flow path from a processing chamber, and processing the measurement of the pressure using a model including conductance values for a plurality of segments of the exit flow path to estimate one or more pressure values within the processing chamber.

Abstract: Methods and systems for processing substrates are provided. The system can include: a processing chamber configured to process a substrate based on a recipe; a plurality of sub-systems in operable communication with the processing chamber for controlling corresponding parameters associated with processing the substrate; and a controller in operable communication with the processing chamber and each of the plurality of sub-systems and configured to control each of the plurality of sub-systems and the processing chamber using information included in the recipe and feedback provided by at least one of the plurality of sub-systems. The controller is configured to compare information included in the recipe and feedback provided by at least one of the plurality of sub-systems with stored empirical information relating to the recipe and each of the plurality of sub-systems, and adjust at least one of the corresponding parameters associated with processing the substrate based on a determined comparison.

Abstract: A non-transitory computer-readable storage medium stores instructions, which when executed by a processing device of a diagnostic server, cause the processing device to perform certain operations. The operations include receiving, from a processing chamber, (i) measurement values of a combined signal that is based on an injection of an alternating signal wave onto a first output signal of a controller of the processing chamber, and (ii) measurement values of a second output signal of the controller that incorporates feedback from the processing chamber. The operations further include generating, based on the measurement values of the combined signal and the measurement values of the second output signal of the controller, a baseline bode fingerprint pertaining to a state associated with the processing chamber. The operations further include storing, in computer storage, the baseline bode fingerprint to be used in performing diagnostics of the processing chamber.

Abstract: A non-transitory computer-readable storage medium stores instructions, which when executed by a processing device of a diagnostic server, cause the processing device to perform certain operations. The operations include receiving, from a processing chamber, (i) measurement values of a combined signal that is based on an injection of an alternating signal wave onto a first output signal of a controller of the processing chamber, and (ii) measurement values of a second output signal of the controller that incorporates feedback from the processing chamber. The operations further include generating, based on the measurement values of the combined signal and the measurement values of the second output signal of the controller, a baseline bode fingerprint pertaining to a state associated with the processing chamber. The operations further include storing, in computer storage, the baseline bode fingerprint to be used in performing diagnostics of the processing chamber.

Abstract: A non-transitory computer-readable storage medium stores instructions, which when executed by a processing device of a diagnostic server, cause the processing device to perform certain operations. The operations include receiving, from a processing chamber, (i) measurement values of a combined signal that is based on an injection of an alternating signal wave onto a first output signal of a controller of the processing chamber, and (ii) measurement values of a second output signal of the controller that incorporates feedback from the processing chamber. The operations further include generating, based on the measurement values of the combined signal and the measurement values of the second output signal of the controller, a baseline bode fingerprint pertaining to a state associated with the processing chamber. The operations further include storing, in computer storage, the baseline bode fingerprint to be used in performing diagnostics of the processing chamber.

Abstract: Embodiments of the present invention provide a plasma chamber design that allows extremely symmetrical electrical, thermal, and gas flow conductance through the chamber. By providing such symmetry, plasma formed within the chamber naturally has improved uniformity across the surface of a substrate disposed in a processing region of the chamber. Further, other chamber additions, such as providing the ability to manipulate the gap between upper and lower electrodes as well as between a gas inlet and a substrate being processed, allows better control of plasma processing and uniformity as compared to conventional systems.

Abstract: Embodiments described herein include processes for generating a hybrid model for modeling processes in semiconductor processing equipment. In a particular embodiment, method of creating a hybrid machine learning model comprises identifying a first set of cases spanning a first range of process and/or hardware parameters, and running experiments in a lab for the first set of cases. The method may further comprise compiling experimental outputs from the experiments, and running physics based simulations for the first set of cases. In an embodiment, the method may further comprise compiling model outputs from the simulations, and correlating the model outputs with the experimental outputs with a machine learning algorithm to provide the hybrid machine learning model.

Abstract: Embodiments of the present invention provide a plasma chamber design that allows extremely symmetrical electrical, thermal, and gas flow conductance through the chamber. By providing such symmetry, plasma formed within the chamber naturally has improved uniformity across the surface of a substrate disposed in a processing region of the chamber. Further, other chamber additions, such as providing the ability to manipulate the gap between upper and lower electrodes as well as between a gas inlet and a substrate being processed, allows better control of plasma processing and uniformity as compared to conventional systems.

Abstract: Embodiments disclosed herein include a plasma treatment chamber, comprising one or more sidewalls. A support surface within the one or more sidewalls holds a workpiece. A first gas injector along the one or more sidewalls injects a first gas flow in a first direction generally parallel to and across a surface of the workpiece. A first pump port along the one or more sidewalls generally opposite of the first gas injector pumps out the first gas flow. A second gas injector along the one or more sidewalls injects a second gas flow in a second direction generally parallel to and across the surface of the workpiece. A second pump port along the one or more sidewalls generally opposite of the second gas injector pumps out the second gas flow.

Abstract: A non-transitory computer-readable storage medium stores instructions, which when executed by a processing device of a diagnostic server, cause the processing device to perform certain operations. The operations include receiving, from a processing chamber, (i) measurement values of a combined signal that is based on an injection of an alternating signal wave onto a first output signal of a controller of the processing chamber, and (ii) measurement values of a second output signal of the controller that incorporates feedback from the processing chamber. The operations further include generating, based on the measurement values of the combined signal and the measurement values of the second output signal of the controller, a baseline bode fingerprint pertaining to a state associated with the processing chamber. The operations further include storing, in computer storage, the baseline bode fingerprint to be used in performing diagnostics of the processing chamber.

Abstract: Embodiments of the present disclosure relate to apparatus for improving quality of films deposited on a substrate by a CVD process. More specifically, a branched gas feed assembly uniformly distributes a process gas entering an annular plenum. Each conduit of a first plurality of conduits having substantially equal flow conductance is in fluid communication with one or more conduits of a second plurality of conduits having substantially equal flow conductance. Each conduit of the second plurality of conduits terminates at one of a plurality of outlets. Each outlet of the plurality of outlets is in fluid communication with one or more inlet ports of a plurality of inlet ports formed in the annular plenum. Each inlet port of the plurality of inlet ports is spaced equidistant about a central axis of the annular plenum.

Abstract: Implementations of the disclosure generally relate to a semiconductor processing chamber and, more specifically, a heated support pedestal for a semiconductor processing chamber. In one implementation, a pedestal assembly is disclosed and includes a substrate support comprising a dielectric material and having a support surface for receiving a substrate, a resistive heater encapsulated within the substrate support, a hollow shaft coupled to a support member of the substrate support at a first end of the shaft, and a thermally conductive material disposed at an interface between the support member and the first end of the shaft.

Abstract: Methods and systems for processing substrates are provided. The system can include: a processing chamber configured to process a substrate based on a recipe; a plurality of sub-systems in operable communication with the processing chamber for controlling corresponding parameters associated with processing the substrate; and a controller in operable communication with the processing chamber and each of the plurality of sub-systems and configured to control each of the plurality of sub-systems and the processing chamber using information included in the recipe and feedback provided by at least one of the plurality of sub-systems. The controller is configured to compare information included in the recipe and feedback provided by at least one of the plurality of sub-systems with stored empirical information relating to the recipe and each of the plurality of sub-systems, and adjust at least one of the corresponding parameters associated with processing the substrate based on a determined comparison.

Abstract: Embodiments of the present disclosure generally provide various apparatus and methods for reducing particles in a semiconductor processing chamber. One embodiment of present disclosure provides a vacuum screen assembly disposed over a vacuum port to prevent particles generated by the vacuum pump from entering substrate processing regions. Another embodiment of the present disclosure provides a perforated chamber liner around a processing region of the substrate. Another embodiment of the present disclosure provides a gas distributing chamber liner for distributing a cleaning gas around the substrate support under the substrate supporting surface.

Abstract: Embodiments of the present invention provide a plasma chamber design that allows extremely symmetrical electrical, thermal, and gas flow conductance through the chamber. By providing such symmetry, plasma formed within the chamber naturally has improved uniformity across the surface of a substrate disposed in a processing region of the chamber. Further, other chamber additions, such as providing the ability to manipulate the gap between upper and lower electrodes as well as between a gas inlet and a substrate being processed, allows better control of plasma processing and uniformity as compared to conventional systems.

Abstract: Embodiments of the present invention provide a plasma chamber design that allows extremely symmetrical electrical, thermal, and gas flow conductance through the chamber. By providing such symmetry, plasma formed within the chamber naturally has improved uniformity across the surface of a substrate disposed in a processing region of the chamber. Further, other chamber additions, such as providing the ability to manipulate the gap between upper and lower electrodes as well as between a gas inlet and a substrate being processed, allows better control of plasma processing and uniformity as compared to conventional systems.

Abstract: Embodiments disclosed herein generally relate to systems and methods to prevent free radical damage to sensitive components in a process chamber and optimizing flow profiles. The processing chamber utilizes a cover substrate on lift pins and an inert bottom purge flow to shield the substrate support from halogen reactants. During a clean process, the cover substrate and the purge flow restricts halogen reactants from contacting the substrate support. The method of cleaning includes placing a cover substrate on a plurality of lift pins that extend through a substrate support in a processing chamber, raising the cover substrate via the lift pins to expose a space between the cover substrate and the substrate support, supplying a halogen containing gas into the processing chamber, supplying a second gas through an opening in the processing chamber, and flowing the second gas through the space between the cover substrate and the substrate support.

Abstract: Embodiments of the present invention provide a plasma chamber design that allows extremely symmetrical electrical, thermal, and gas flow conductance through the chamber. By providing such symmetry, plasma formed within the chamber naturally has improved uniformity across the surface of a substrate disposed in a processing region of the chamber. Further, other chamber additions, such as providing the ability to manipulate the gap between upper and lower electrodes as well as between a gas inlet and a substrate being processed, allows better control of plasma processing and uniformity as compared to conventional systems.

Abstract: Embodiments of the present disclosure relate to apparatus for improving quality of films deposited on a substrate by a CVD process. More specifically, a branched gas feed assembly uniformly distributes a process gas entering an annular plenum. Each conduit of a first plurality of conduits having substantially equal flow conductance is in fluid communication with one or more conduits of a second plurality of conduits having substantially equal flow conductance. Each conduit of the second plurality of conduits terminates at one of a plurality of outlets. Each outlet of the plurality of outlets is in fluid communication with one or more inlet ports of a plurality of inlet ports formed in the annular plenum. Each inlet port of the plurality of inlet ports is spaced equidistant about a central axis of the annular plenum.