Abstract: A method for categorizing a substrate subject to a semiconductor manufacturing process including multiple operations, the method including: obtaining values of functional indicators derived from data generated during one or more of the multiple operations on the substrate, the functional indicators characterizing at least one operation; applying a decision model including one or more threshold values to the values of the functional indicators to obtain one or more categorical indicators; and assigning a category to the substrate based on the one or more categorical indicators.

Abstract: Generating a control output for a patterning process is described. A control input is received. The control input is for controlling the patterning process. The control input includes one or more parameters used in the patterning process. The control output is generated with a trained machine learning mod& based on the control input, The machine learning model is trained with training data generated from simulation of the patterning process and/or actual process data, The training data includes 1) a plurality of training control inputs corresponding to a plurality of operational conditions of the patterning process, where the plurality of operational conditions of the patterning process are associated with operational condition specific behavior of the patterning process over time, and 2) training control outputs generated using a physical model based on the training control inputs.

Abstract: A method for determining an inspection strategy for at least one substrate, the method including: quantifying, using a prediction model, a compliance metric value for a compliance metric relating to a prediction of compliance with a quality requirement based on one or both of pre-processing data associated with the substrate and any available post-processing data associated with the at least one substrate; and deciding on an inspection strategy for the at least one substrate, based on the compliance metric value, an expected cost associated with the inspection strategy and at least one objective value describing an expected value of the inspection strategy in terms of at least one objective relating to the prediction model.

Abstract: Method and apparatus for adapting a distribution model of a machine learning fabric. The distribution model is for mitigating the effect of concept drift, and is configured to provide an output as input to a functional model of the machine learning fabric. The functional model is for performing a machine learning task. The method may include obtaining a first data point, and providing the first data point as input to one or more distribution monitoring components of the distribution model. The one or more distribution monitoring components have been trained on a plurality of further data points. A metric representing a correspondence between the first data point and the plurality of further data points is determined, by at least one of the one or more distribution monitoring components. Based on the error metric, the output of the distribution model is adapted.

Abstract: A method for categorizing a substrate subject to a semiconductor manufacturing process including multiple operations, the method including: obtaining values of functional indicators derived from data generated during one or more of the multiple operations on the substrate, the functional indicators characterizing at least one operation; applying a decision model including one or more threshold values to the values of the functional indicators to obtain one or more categorical indicators; and assigning a category to the substrate based on the one or more categorical indicators.

Abstract: A method for determining an inspection strategy for at least one substrate, the method including: quantifying, using a prediction model, a compliance metric value for a compliance metric relating to a prediction of compliance with a quality requirement based on one or both of pre-processing data associated with the substrate and any available post-processing data associated with the at least one substrate; and deciding on an inspection strategy for the at least one substrate, based on the compliance metric value, an expected cost associated with the inspection strategy and at least one objective value describing an expected value of the inspection strategy in terms of at least one objective relating to the prediction model.

Abstract: A method for categorizing a substrate subject to a semiconductor manufacturing process including multiple operations, the method including: obtaining values of functional indicators derived from data generated during one or more of the multiple operations on the substrate, the functional indicators characterizing at least one operation; applying a decision model including one or more threshold values to the values of the functional indicators to obtain one or more categorical indicators; and assigning a category to the substrate based on the one or more categorical indicators.

Abstract: A mechanism for servicing a sled installed in a server includes a grip bar, and a four-bar linkage connected to the grip bar. The four-bar linkage has a first position that engages the sled to a chassis of the server, and a second position that disengages the sled from the chassis of the server. Movement of the grip bar moves the four-bar linkage from the first position to the second position, thus disengaging the sled from the chassis and allowing the sled to be removed from the chassis for service.

Abstract: System for assisting in reducing the spread of fire between adjacent rooms in a building proximate to the ceiling thereof includes an elongated header track, at least one elongated filler constructed at least partially of compressible or elastic material and at least one fire-blocker constructed at least partially of fire retarding material.

Abstract: A flow rate regulating system within an oil well with casing with a diameter less than or equal to 3½ inches, wherein the flow rate regulating system comprises: at least one regulating valve, for regulating flowrate, having a generally cylindrical body with a plurality of elongated grooves, a top sub in its upper portion and a sliding sleeve inside; and a regulating and calibrating shifting tool for regulating and calibrating the position of the sliding sleeve which has a generally cylindrical collet, a block set and a pair of nuts on each side of the block set.

Abstract: A method for producing high pressure laminates (HPL) with an embossed-in-structure texture on the surface. In the method, a first structure embossed on the surface of the HPL is in perfect alignment with a second identical structure printed on the decor sheet of the HPL.

Abstract: System for assisting in reducing the spread of fire between adjacent rooms in a building proximate to the ceiling thereof includes an elongated header track, at least one elongated filler constructed at least partially of compressible or elastic material and at least one fire-blocker constructed at least partially of fire retarding material.

Abstract: System for assisting in reducing the spread of fire between adjacent rooms in a building proximate to the ceiling thereof includes an elongated header track, at least one elongated filler constructed at least partially of compressible or elastic material and at least one fire-blocker constructed at least partially of fire retarding material.

Abstract: A method for producing rigid high pressure laminates (HPL) with an embossed-in-structure texture on the surface, wherein a first structure embossed on the surface of the HPL is in perfect alignment with a second identical structure printed on the decor sheet of the HPL.

Abstract: System for assisting in reducing the spread of fire between adjacent rooms in a building proximate to the ceiling thereof includes an elongated header track, at least one elongated filler constructed at least partially of compressible or elastic material and at least one fire-blocker constructed at least partially of fire retarding material.

Abstract: System for assisting in reducing the spread of fire between adjacent rooms in a building proximate to the ceiling thereof includes an elongated header track, at least one elongated filler constructed at least partially of compressible or elastic material and at least one fire-blocker constructed at least partially of fire retarding material.

Abstract: A method for producing high pressure laminates (HPL) with an embossed-in-structure texture on the surface. In the method, a first structure embossed on the surface of the HPL is in perfect alignment with a second identical structure printed on the decor sheet of the HPL.

Abstract: A method for producing rigid high pressure laminates (HPL) with an embossed-in-structure texture on the surface, wherein a first structure embossed on the surface of the HPL is in perfect alignment with a second identical structure printed on the decor sheet of the HPL.

Abstract: Method and probe device for quality measuring in IP streaming of audio, video, or a synchronized mix of both, performing: receiving a streaming media flow at a user's end, measuring at least one network parameter which indicates QoS and/or QoE, extracting frames from the streaming at the user's end, analyzing the frames at the user's end by searching for determined errors and delivering at least a quality parameter defined by certain results of said searching; correlating each measured network parameter and each delivered quality parameter at the user's end and returning the results to the IP network operator though a control and configuration interface. The operator uses the control and configuration interface to configure at the user's end how to perform the correlation between the parameters, taking into account in said correlation the user's preferences described by an ontology.

Abstract: Electrical-stimulation device with gel-dispensing kit, and a method of making and using the parts of the kit. A convenient and easy-to-use system to provide an electrically conductive path from a transcutaneous electrical nerve stimulation (TENS) device to the skin surface of a patient to supply transcutaneous stimulation, even through hair. The invention provides improved prevention and treatment for headache, depression, alertness, attention deficit hyperactivity disorder (ADHD), epilepsy, anxiety, post-traumatic stress disorder (PTSD), and behavioral and/or other disorders. Some embodiments provide a headache-treatment system that includes an electrode base shaped to conform to a back of a human head; a TENS having projecting spring electrodes each connected to the electrode base; means for holding an electrically conductive gel in a plurality of sealed pockets; and means for unsealing the means for holding the gel and applying the gel substantially simultaneously to the projecting spring electrodes.