Abstract: A two-dimensional electron gas field-effect TEGFET transistor, including a drain, a source and at least one channel included in a heterostructure formed by a stack of at least two semiconductor layers. The TEGFET includes at least two side gates arranged on either side of the at least one channel and each being arranged opposite one side of the channel, the side of the channel having a smaller dimension or thickness of the channel, extending along an axis in which the at least two semiconductor layers are stacked and extending perpendicularly to the length of the channel. The TEGFET does not include a gate positioned below or above the channel with respect to an axis perpendicular to a plane, referred to as the channel plane, in which the channel extends between the source and the drain, the channel plane being perpendicular to the thickness of the channel.

Abstract: In one implementation, a device makes a determination as to whether an issue identified in a network is eligible for self-healing. The device uses, based on the determination, a large language model-based agent to determine a root cause of the issue. The device identifies, using the large language model-based agent, a set of one or more self-healing actions to address the root cause of the issue. The device causes, using the large language model-based agent, performance of the set of one or more self-healing actions in the network.

Abstract: In one implementation, a device may determine how well a large language model-based troubleshooting agent for a network was able to perform during a first test having a first difficulty. The device may update the large language model-based troubleshooting agent using reinforcement learning based on how well the large language model-based troubleshooting agent was able to perform during the first test. The device may select a second difficulty for a second test based on how well the large language model-based troubleshooting agent was able to perform during the first test. The device may initiate the second test to assess how well the large language model-based troubleshooting agent is able to perform.

Abstract: A fuel cell comprising a stack of a plurality of cells sandwiched between a first clamping plate and a second clamping plate, the plurality having a first cell at a first end and a last cell at a second end, the stack having a distributor plate and an interface plate interposed between the first clamping plate and the distributor plate, the interface plate having an outer face facing the first clamping plate and an inner face, the interface plate comprising a first dispensing opening, a first section of which opens onto the outer face and a second section of which opens onto the inner face, the first section and the second section having distinct shapes.

Abstract: The present invention relates 2,2-difluoro-5H-[1,3]dioxolo[4,5-f]isoindol-7-one derivatives of the formula (I) wherein Q is Qa, Qb or Qc. An exemplary compound is e.g. 6-[3-ethylsulfonyl-6-(trifluoromethyl) imidazo[1,2-a]pyridin-2-yl]-2,2-difluoro-5H-[1,3]dioxolo[4,5-f]isoindol-7-one (compound P1). Furthermore, the present invention relates to agrochemical compositions which comprise compounds of formula (I), to preparation of these compositions, and to the use of the compounds or compositions in agriculture or horticulture for combating, preventing or controlling animal pests, including arthropods and in particular insects, molluscs, nematodes or representatives of the order Acarina.

Abstract: In one implementation, a device performs, using a using a large language model-based troubleshooting agent, troubleshooting of a plurality of issues in a network indicated by a plurality of support tickets opened by users of the network. The device aggregates, based on results of the troubleshooting, the plurality of support tickets into a master support ticket. The device obtains a resolution to the master support ticket from a support engineer. The device uses the resolution to the master support ticket in conjunction with the large language model-based troubleshooting agent to troubleshoot a new support ticket.

Abstract: A well 1 is drilled or exists that passes through the earth's surface 2 and underlying rocks 3 to connect with a subterranean hydrocarbon reservoir 4 that contains hydrocarbons 5 and commonly brine 6 (which can include formation, interstitial, connate and injected water). Well 1, (there may be a plurality of well 1's) allows the contents of reservoir 4, either hydrocarbons 5 or brine 6, to flow to the surface.

Abstract: In one implementation, a device receives an input request for a large language model-based network troubleshooting agent regarding an issue in a network. The large language model-based network troubleshooting agent performs a lookup of a recipe based on the input request, wherein the recipe comprises contextual information for the issue. The device generates, by the large language model-based network troubleshooting agent, a prompt for a large language model based on the input request and on the recipe. The device provides, by the large language model-based network troubleshooting agent, the prompt to the large language model to troubleshoot the issue in the network.

Abstract: AR glasses comprise a frame with a front frame part (1), mounting means (2, 3, 8) and an optical unit (5). The optical unit (5) is held in the front frame part (1), wherein the optical unit (5) forms a module mountable to the eyeglass frame as a single component. The optical unit (5) comprises at least a display source (56), at least one refractive device, such as triplet lens (54), and a beamsplitter (51, 52). These AR glasses are robust, compact and affordable.

Abstract: A method and apparatuses for full sender-side rate control include receiving a data stream at a forwarding unit, determining a bandwidth estimation for communicating the data stream between the forwarding unit and a sender of the data stream, determining respective bandwidth estimations for communicating the data stream between the forwarding unit and at least two receivers, aggregating the bandwidth estimations determined for communicating the data stream between the forwarding unit and the at least two receivers, and limiting the bandwidth estimation determined for communicating the data stream between the forwarding unit and the sender of the data stream based on the aggregated bandwidth estimations. In some embodiments, the bandwidth estimation determined for communicating the data stream between the forwarding unit and the sender of the data stream is limited by communicating a limitation message regarding the aggregated bandwidth estimation of the receivers to the sender.

Abstract: Calibration of components of a liquid handling system are provided. As the accuracy of the components of the liquid handling system enable operations of such components, each of a moveable stage and associated attachments (e.g., pipette) and a material handling gripper system are calibrated from time-to-time. In the case of the moveable stage and associated attachments, an affixed calibration probe may be used to locate a particular spatial location at a calibration target slot. In the case of the material handling gripper system, an affixed calibration pin similarly may be used to locate a particular spatial location at a calibration target slot. Based on the movements of the moveable stage and associated attachments and the material handling gripper system to move to and find the particular spatial location, each of these systems may be calibrated.

Abstract: A method for plasma cutting of workpieces, in which use is made of at least one plasma cutting torch having at least one plasma torch body, one electrode and one nozzle, through the nozzle opening of which at least one plasma gas or plasma gas mixture flows and which constricts the plasma jet, wherein, before the plunge cutting of the plasma jet into and through the workpiece, a washout is formed by the workpiece being exposed to the plasma jet from the workpiece surface at least for a duration t2 such that material of the workpiece is removed from the workpiece surface and the washout is produced.

Abstract: The present application relates to the use of 3,3?-(1,3-phenylenebis(oxy))bis(1-(piperidin-1-yl)propan-2-ol (VE607) or a pharmaceutically acceptable salt thereof for the inhibition of SARS-CoV-2 and/or management of COVID-19.

Abstract: In one implementation, a device receives an input request for a large language model-based troubleshooting agent for a network. The device selects an optimization criterion for the large language model-based troubleshooting agent based on the input request. The device provides the optimization criterion to the large language model-based troubleshooting agent to cause the large language model-based troubleshooting agent to select a particular large language model to process the input request based on the optimization criterion. The device sends, to a user interface, an indication of a result of the particular large language model processing the input request.

Abstract: In one implementation, a device uses a large language model-based agent to perform a task in a network, to obtain a first result. The device executes code in the network to perform the task, to obtain a second result. The device makes a comparison between the first result and the second result. The device provides, based in part on the comparison, one or more performance metrics for the large language model-based agent for display.

Abstract: In one implementation, a device receives feedback from a user regarding an output of a large language model-based troubleshooting agent for a network that the large language model-based troubleshooting agent generates in response to an input request from the user. The device determines a network scenario associated with the input request and the output. The device causes, based on the feedback, the network scenario to be replicated in a test network. The device updates the large language model-based troubleshooting agent in part by using the large language model-based troubleshooting agent to assess the network scenario in the test network.

Abstract: A method for generating training datasets for training an evaluation algorithm using which an alignment of two map datasets can be evaluated to determine navigation information for a mobile device that is moving or is to move in an environment. The method includes, for each of a plurality of training datasets: providing two input feature datasets, wherein underlying map datasets each contain environmental information that has been acquired using a sensor of the mobile device; providing a transformation dataset generated during an alignment of the two input feature datasets; providing a reference transformation dataset as ground truth; determining a correlation dataset based on the two input feature datasets and/or the transformation dataset; determining a quality measure depending on an accuracy of a match between the transformation dataset and the reference transformation dataset; and providing the training dataset which includes the correlation dataset and the quality measure.

Abstract: The present invention relates to a method of manufacturing a pellet or film, wherein the pellet or film comprises at least 30 wt % seaweed material, wherein the seaweed material comprises seaweed material derived from macro algae, and wherein the at least one plasticiser comprises water or at least one C—H bond.

Abstract: In one implementation, a device uses a large language model-based agent to identify a task to correct an issue in a network. The device makes a determination that the large language model-based agent cannot complete the task. The device identifies, based on the determination, a subject matter expert to help complete the task. The device sends a request to the subject matter expert to complete the task.

Abstract: A mobile surgical control console is provided and includes a base housing, a lower frame assembly, a plurality of vertical supports, a monitor, and an upper frame assembly. The lower frame assembly further includes a proximal end, a distal end and an opening defined therethrough which extends through the proximal end thereof. The lower frame assembly is coupled to the base housing. The plurality of vertical supports each have an inferior end and a superior end, and each vertical support is attached to the base housing. The monitor is attached to the superior end of each vertical support. The upper frame assembly includes an upper frame and a mobile section. The upper frame includes a proximal end, a distal end and an opening defined therethrough. The upper frame is supported on each vertical support. The mobile section is supported by the upper frame.