Abstract: A method and system for security assessment include a simulator configured to simulate a warping-based backdoor attack and an evaluation module configured to evaluate security and output a warning about a backdoor risk. The simulator, which comprises a warping unit and a backdoor model, is configured to generate a warping field, the warping unit is configured to receive the clean image and the warping field as inputs and output the warped backdoor image and the simulator is configured to train the backdoor model using the warped backdoor image.

Abstract: A cluster tool for fabricating substrates includes a factory interface; a first processing mainframe coupled to the factory interface, including: a processing chamber monolithic structure including four processing chambers in the same housing; four load locks coupled to the processing chamber monolithic structure, each load lock including a heater assembly configured to increase the temperature of a substrate disposed in the load lock; and a swapper assembly disposed between the four load locks and the processing chamber monolithic structure, wherein the swapper assembly includes four swappers, each swapper configured to swap substrates between one processing chamber and one load lock along a linear trajectory.

Abstract: A process for collecting and storing quality control data in a mechanical polyolefin recycling process, a process for optimising the performance of the mechanical polyolefin recycling process in response to said quality control data, an adjustment control model and a use of quality control data for optimising the performance of the mechanical polyolefin recycling process.

Abstract: Exemplary semiconductor processing chambers may include a chamber body. The chambers may include a bottom plate coupled with a bottom surface of the chamber body. The chambers may include a substrate support assembly disposed within the chamber body. The substrate support assembly may include a support plate and a support stem coupled with the support plate. The chambers may include a mounting bracket that couples the support stem with a lower surface of the bottom plate. The chambers may include a plurality of tilt actuators. Each of the tilt actuators may couple the mounting bracket with the lower surface of the bottom plate. Each of the tilt actuators may be operable to adjust a vertical distance between the lower surface of the bottom plate and the mounting bracket at a mounting site of the respective tilt actuator to adjust a planarity of the support plate relative to the bottom plate.

Abstract: Embodiments of the present disclosure relate to a processing chamber. The process chamber includes a lid assembly, a choke plate, a pedestal assembly, a ground plate, and a ground ring. A processing region is defined between the lid assembly and the pedestal assembly. The pedestal assembly includes an isolator plate assembly. The isolator plate assembly includes three or more plates. Each plate includes one or more alignment tabs, one or more protrusions, one or more lift pin holes, a ground plate, and a ground ring. The lid assembly, choke plate, and pedestal assembly form a RF return path. The ground plate, includes a cylindrical core, an annular body, and an annular projection. The ground ring includes an annular body, an annular wall, an annular connector, and an annular tab. The ground ring and the ground plate are electrically connected via a RF strap.

Abstract: The method of controlling service load selectively by session in the telecommunications charging system is designed to ensure stable system operation even when the load exceeds the system's capacity. The method consists of three steps: Step 1: the charging system determines the overload status of the system; Step 2: The charging system selectively bypass or accept request according to conditions and has a status memory; Step 3: The charging system analyzes and reprocesses the saved charging requests.

Abstract: Polyethylene blend with defined CIELAB color.

Abstract: The system described herein is a Global Personal Health Records (PHR) system that supports: 1) retrieving and storing data offline in HL7 FHIR local storage and online in HL7 FHIR server for the entire household, each member having their own records; 2) retrieving and storing data from user inputs (handwriting or voice), from hospital systems of records (EHR, or EMR and HIS/CIS), from personal health/medical devices (Apple HealthKit, Blood Pressure Monitor, Continuous Glucose Monitor, etc.) via PHR Device Hub (OneHub), and from insurance reimbursement and authorization systems; 3) data mining for descriptive analytics like real-time patient monitoring (RPM), for predictive analytics like drug interaction warnings, or for prescriptive analytics such as exam or lab recommendations; and 4) secured data sharing using a Blockchain protected system.

Abstract: A cluster tool includes: a factory interface including a first robot with an end effector; a first processing mainframe coupled to the factory interface, including: a first processing chamber; a first load lock including a first opening facing the factory interface configured to receive the end effector of the first robot, the first load lock further including a first slit valve configured to selectively open and close the first opening; at least one first LCF sensor disposed between the factory interface and the first slit valve; and a swapper assembly disposed between the first load lock and the first processing chamber, wherein the swapper assembly includes a first swapper configured to swap substrates between the first processing chamber and the first load lock along a first trajectory.

Abstract: Apparatus comprising: a sleeve adapted to be slid over the exterior of an endoscope; a proximal balloon secured to the sleeve; an inflation/deflation tube carried by the sleeve and in fluid communication with the interior of the proximal balloon; a push tube slidably mounted to the sleeve; and a distal balloon secured to the distal end of the push tube, the interior of the distal balloon being in fluid communication with the push tube, wherein the distal balloon is capable of assuming a deflated condition and an inflated condition, and further wherein when the distal balloon is in its deflated condition, an axial opening extends therethrough, the axial opening being sized to receive the endoscope therein, and when the distal balloon is in its inflated condition, the axial opening is closed down.

Abstract: A method and system for training a machine learning model for point of gaze prediction simultaneously analyzes the image of the scene and the image of the driver's face using the machine learning model to generate a point of gaze of a driver in traffic environments. The machine learning model comprises a camera calibration module that can compute an embedding vector that represents the spatial configuration between the driver and the camera system. The camera calibration module improves the overall model's performance, which is jointly trained end to end.

Abstract: The present disclosure generally relates to an apparatus for improving azimuthal uniformity of a pressure profile of a processing gas. In one example, a processing chamber includes a lid, sidewalls, and a substrate support defining a processing volume. A bottom bowl, a chamber base, and a wall define a purge volume. The purge volume is disposed beneath the processing volume. The bottom bowl includes a first surface having a first equalizer hole. A passage couples the processing volume to the purge volume via the first equalizer hole and an inlet. The passage is positioned above the first equalizer hole. The chamber base has a purge port coupleable to a purge gas line for supplying a purge gas to the purge volume. A baffle is disposed in the purge volume at a height above the purge port, and is configured to deflect a trajectory of the purge gas.

Abstract: Disclosed are method of producing IL-4 exposed M2 macrophage exosomes comprising culturing macrophage or macrophage precursor cells with IL-4 in culture media, and isolating exosomes from the culture media, wherein the isolated exosomes are IL-4 exposed M2 macrophage exosomes enriched with miR-21, miR-99a, miR-146b and miR378a. Disclosed are methods of reprogramming macrophages and/or adipocytes comprising exposing the macrophages and/or adipocytes to IL-4 exposed M2 macrophage exosomes, wherein immune and/or metabolic properties are altered in the macrophages and/or adipocytes. Methods of treating with IL-4 exposed M2 macrophage exosomes.

Abstract: A polypropylene composition (C) obtainable by blending: a mixed-plastics polypropylene blend with a virgin polypropylene homopolymer.

Abstract: Systems and methods for generative language model tuning can include training the generative language model to generate sets of output text tokens with set of intermediary text tokens with training examples that include input and output pairs. The training can include processing the input with the language model to determine a predicted output and a predicted set of intermediary text tokens. The predicted set of intermediary text tokens can then be evaluated based at least in part on the output associated with the input and the predicted output.

Abstract: The invention provides a biaxially oriented film comprising a multimodal high density polyethylene (HDPE), wherein the multimodal HDPE has a density determined according to ISO 1183 in the range of 952 to 968 kg/m3 and an MFR2 of 0.3 to 3.0 g/10) min when measured at 190° C. with a load of 2.16 kg according to ISO 1133, and wherein the multimodal HDPE comprises at least two fractions: (C) 30 to 70 wt % relative to the total weight of the multimodal HDPE, of a lower molecular weight fraction being a polyethylene with a density in the range of 955 to 980 kg/m3 and an MFR2 of 100 to 2000 g/10 min when measured at 190° C. with a load of 2.16 kg according to ISO 1133; and (D) 30 to 70 wt % relative to the total weight of the multimodal HDPE, of a higher molecular weight fraction being a polyethylene with a density in the range of 925 to 970 kg/m3 and an MFR2 of 0.0001 to 1.0 g/10 min when measured at 190° C. with a load of 2.16 kg according to ISO 1133.

Abstract: The present disclosure relates to cleaning assemblies, components thereof, and methods associated therewith for substrate processing chambers. In one example, a method includes positioning a pedestal disposed in a substrate processing chamber in a first vertical position for a first time period, directing cleaning fluid into the internal volume of the substrate processing chamber located above the faceplate, diverting a portion of the cleaning fluid to the distribution ring and into the internal volume located below the faceplate by opening up the isolation valve, and positioning the pedestal in one or more additional vertical positions while the isolation valve is opened, the one or more additional vertical positions being different than the first vertical position.

Abstract: The present invention relates to a vehicle having a fixed room and an outer shell slide-out room which extends and retracts relative to the fixed room. The slide-out room having a side opening substantially larger than the side area of the fixed room for the outer shell to slide over the fixed room. The slide-out room having a substantially larger volume than the fixed room having the slide-out room to extend and retract by sliding over the fixed room through a side opening and having the fixed room to occupy substantially the interior space of the outer shell slide-out room. The fixed room includes a main floor section, sidewall sections, and a roof section. Furthermore, when the slide-out room is retracted, the slide-out floor slides under the main floor to tuck underneath the fixed room floor. The vehicle of the present invention may have other slide-out assemblies in the fixed room and the outer shell slide-out room.

Abstract: Mixed-plastics polypropylene blend including mainly polypropylene being benzene free with defined CIELAB color.

Abstract: The present invention relates to a polymer composition suitable for coating a polyolefin fabric substrate comprising the following components: A) 5 to 35 wt.-% based on the overall weight of the polymer composition of a recycled polyolefin fabric substrate; wherein said fabric substrate is coated with a polyolefin composition comprising the following components: a1) an ethylene based plastomer with a density determined according to ISO 1183-1 in the range of 0.857 to 0.915 g/cm3 and a MFR2 (190° C. 2.16 kg) determined according to ISO 1133 in the range of 0.5 to 30 g/10 min; and a2) a propylene based plastomer with a density determined according to ISO 1183-1 in the range of 0.850 to 0.910 g/cm3 and a MFR2 (230° C. 2.16 kg) determined according to ISO 1133 in the range of 0.01 to 30 g/10 min; B) 65 to 95 wt.