Abstract: A pod performance test system for a near space aerostat includes: a HCI test control device, a motion simulation control device, a suspension device, and a motion simulation anti-twisting mechanism. The HCI test control device is electronically connected to the motion simulation control device, the motion simulation anti-twisting mechanism and a pod of the near space aerostat separately. The motion simulation control device is electronically connected to the motion simulation anti-twisting mechanism. The motion simulation anti-twisting mechanism is connected to the pod by a connector. The motion simulation control device controls the motion simulation anti-twisting mechanism to simulate various complex motion states according to a motion control parameter from the HCI test control device, and thus the pod is in the various complex motion states. When the pod is in the various complex motion states, performance test results of the pod under the various complex motion states can be obtained.

Abstract: Provided herein are dosage forms comprising an antibody that specifically binds Tau, methods of treating a human subject diagnosed with a Tauopathy comprising administering an antibody that specifically binds Tau to the human subject, and pharmaceutical compositions for treating a subject diagnosed with a Tauopathy comprising an antibody that specifically binds Tau.

Abstract: Methods and systems for managing memory usage in data learning operations. The method includes profiling one or more objects used for training in the data learning operation, in which the profiling includes determining an object size, a memory allocation timestamp, and a memory deallocation timestamp; and scheduling the memory usage. The scheduling includes grouping the one or more objects into the one or more groups based on the memory allocation and/or the memory deallocation timestamp of the one or more objects, and arranging the one or more objects in the one or more groups in descending order in a memory space. Two or more objects are provided in the descending order in the memory space, in which one of the objects having an earliest memory allocation timestamp is provided at a first value and the other object having a later memory allocation timestamp is provided at a second value.

Abstract: A network management and control method and system, and a storage medium are disclosed. The method may include: obtaining a parameter change value of a target object, wherein the parameter change value is from a Digital Twin (DT) virtual model, the DT virtual model is constructed based on a physical model, the physical model comprises entity objects of a physical network, and the parameter change value represents a change in transmission performance of the target object; inputting the parameter change value into a pre-trained perception model, to obtain a state prediction result output by the perception model; inputting the state prediction result into a pre-trained cognitive model, to obtain configuration adjustment information output by the cognitive model; and in response to the configuration adjustment information passing emulation verification, adjusting the physical model according to the configuration adjustment information.

Abstract: Various examples are provided related to adaptive memory management. In one example, a method includes determining a chunk size for organizing parameters, the chunk size determined based on execution order of parameters and selected to reduce memory waste; determining a swapping interval including one activation swapping block followed by an integer number of gradient checkpointing blocks, the swapping interval determined by dividing a time required to swap one transformer block by a computation time of the one transformer block; determining a number of persistent chunks and non-persistent chunks to offload model states from GPUs; determining a number of chunk buffers on the GPUs for prefetching and reusing the model states; determining a number of activation swapping blocks to offload activations from the GPUs; determining a number of transformer blocks to apply gradient checkpointing; and initiating a forward computation pass based upon the configurations. A backward computation pass can be performed.

Abstract: The present disclosure discloses a camera lens assembly including, sequentially from an object side to an image side along an optical axis, a stop; a first lens having refractive power; a second lens having positive refractive power, a convex object-side surface and a convex image-side surface; a third lens having negative refractive power and a concave image-side surface; a fourth lens having refractive power; a fifth lens having refractive power and a convex image-side surface; and a sixth lens having negative refractive power and a concave image-side surface. A combined focal length f12 of the first lens and the second lens and half of a maximum field-of-view Semi-FOV of the camera lens assembly satisfy: 1.00 mm<f12/tan(Semi-FOV)<4.50 mm. A maximum field-of-view FOV of the camera lens assembly satisfies: 91.0°<FOV.

Abstract: Various examples are provided related to cache miss classification. In one example, a method for classification of cache misses includes detecting a susceptible instruction of a program with frequent cache misses based upon performance monitoring units (PMU) based coarse grain sampling; collecting a memory access pattern of the susceptible instruction using breakpoint-based fine-grain sampling; and classifying a type of cache miss associated with the susceptible instruction. The type of cache miss can be classified as a capacity miss, a conflict miss, or a coherence miss using the memory access pattern of the susceptible instruction.

Abstract: The present disclosure relates to a method and an apparatus for controlling a multi-module water chilling unit. The multi-module water chilling unit comprises at least two modules, and each module is provided with a chilled-water inlet and a corresponding chilled-water outlet, and each module is provided with a compressor, and chilled water output from each module is converged in a main pipe through a corresponding compressor. The method comprises: obtaining a difference between an actual outlet water temperature and a target outlet water temperature of the main pipe; obtaining current operating states of the compressors of the modules; determining a target control strategy for the modules according to the difference and the current operating states; and controlling the modules to operate according to the target control strategy.

Abstract: A vibration test platform for an automobile generator (13), the vibration test platform comprising: a vibration table (1), a driving device (2), and a tension device (3), wherein the vibration table (1) comprises a table body (11) and a movable coil (12) located in the table body (11), and the movable coil (12) extends out of an upper end surface of the table body (11); a generator (13) is fixedly provided on the table body (11), a rotating shaft of the driving device (2) is rotatably connected to a rotor of the generator (13) by means of a belt (4), and the tension device (3) applies a first tensile force to a stator of the generator (13); and when the movable coil (12) is stationary, a second tensile force of the belt (4) on the rotor and the first tensile force are in the same straight line, and have opposite directions and equal magnitudes, and the straight line is perpendicular to a vibration direction of the movable coil (12).

Abstract: The present disclosure provides a variable frequency drive cooling device, a cooling method, and an air conditioning apparatus.

Abstract: A computer-implemented method includes receiving a digital image of a document and a workflow describing an automation task. The method also include converting the digital image of the document into rich text that includes layout information in the document. The method further includes creating, based on the rich text and the workflow, a tree of thoughts that includes nodes and edges connecting the nodes and that binds at least some nodes representing the rich text with a task node representing the automation task. The method also includes converting the nodes and edges of the tree of thoughts into a natural language text. The method further includes inputting the natural language text into a language machine learning model with attention given to a token in the natural language text representing the task node. The language machine learning model, in response, outputs a result of completing the automation task.

Abstract: A navigation method, a navigation apparatus, a navigation system, a computer-readable storage medium, and a vehicle are provided. The navigation method includes: obtaining navigation information of a vehicle (S410); displaying a first navigation identifier in front of the vehicle through a first apparatus (S420); and displaying a second navigation identifier in front of the vehicle through a second apparatus (S430). The first navigation identifier and the second navigation identifier are used to jointly display the navigation information. According to the method, multi-dimensional navigation information can be provided for a driver, so that navigation flexibility and a navigation effect can be improved, and navigation experience can be improved.

Abstract: The present disclosure relates to methods of preventing and/or treating Ulcerative colitis (UC) comprising administering an ?4?7 small molecule inhibitor alone and in combination with an anti-IL-12/IL-23 inhibitor.

Abstract: The invention relates to an integrated method for trivalent actinides and lanthanides separation and trivalent actinides mutual separation, which comprises: adjusting the pH value of a solution containing trivalent lanthanide and actinide ions to an appropriate value, wherein the actinide ions include americium ions and curium ions; adding an aqueous phase complexing agent, the solution is contacted with the organic phase of an extractant containing alkyl or aryl dithiophosphonic acid and nitrogen containing reagents, and actinides is extracted into the organic phase. The loaded organic phase containing actinide ions was washed by an aqueous phase with a certain pH value. The loaded organic phase is stripped with an aqueous phase of a certain pH value, and the curium ion is stripped into the aqueous phase to achieve the separation of americium and curium. The organic phase is then contacted with dilute nitric acid solution, and the americium ion in the organic phase is stripped into the aqueous phase.

Abstract: A display method includes obtaining image information, where the image information includes an eye of a first user, determining an eye position and a line-of-sight direction of the first user based on the image information, and adjusting a display manner of a first area in a display area based on the eye position and the line-of-sight direction of the first user. The display area is a display area of a head-up display or a display area of an augmented reality head-up display, and the first area includes privacy information of a second user.

Abstract: A highly reliable and high-precision navigation and positioning method and system for UAV under GPS-DENIED conditions includes: obtaining measurements of inertial sensor and image of binocular camera, extracting and tracking point features of the image, and obtaining altitude value; calculating position and attitude of camera and depth of landmark point based on the parallax and baseline of the binocular camera; fusing the measurement data of the inertial sensor and the binocular camera, and optimizing the data to obtain high-precision position and attitude data; obtaining the altitude value of the ranging radar and performing four-degree-of-freedom position and attitude graph optimization after adding the detected keyframes when repeated occurrence of the UAV at the same location is detected; encapsulating optimized position and attitude data to form a pseudo-GPS signal, inputting the pseudo-GPS signal to the UAV for positioning.

Abstract: Disclosed herein are antibodies, pharmaceutical formulations for treating or preventing Alzheimer's disease, methods of treating or preventing Alzheimer's disease, and kits comprising pharmaceutical formulations for treating or preventing Alzheimer's Disease comprising an anti-A? protofibril antibody and anti-tau antibody.

Abstract: A network management and control method and system, and a storage medium are disclosed. The method may include: obtaining a parameter change value of a target object, wherein the parameter change value is from a Digital Twin (DT) virtual model, the DT virtual model is constructed based on a physical model, the physical model comprises entity objects of a physical network, and the parameter change value represents a change in transmission performance of the target object; inputting the parameter change value into a pre-trained perception model, to obtain a state prediction result output by the perception model; inputting the state prediction result into a pre-trained cognitive model, to obtain configuration adjustment information output by the cognitive model; and in response to the configuration adjustment information passing emulation verification, adjusting the physical model according to the configuration adjustment information.

Abstract: The disclosure provides an optical imaging lens assembly, which sequentially includes from an object side to an image side along an optical axis: a first lens with a positive refractive power; a second lens with a refractive power; a third lens with a refractive power; a fourth lens with a refractive power; a fifth lens with a refractive power, an object-side surface thereof is a convex surface, and an image-side surface thereof is a concave surface; a sixth lens with a positive refractive power, an object-side surface thereof is a convex surface, and an image-side surface thereof is a concave surface; a seventh lens with a negative refractive power; wherein an on-axis distance TTL from an object-side surface of the first lens to an imaging surface and a half of a diagonal length ImgH of an effective pixel region on the imaging surface satisfy: TTL/ImgH<1.25.

Abstract: The present invention discloses a vibration table based on fluid cooling, including: a pressure bearing table body and a fluid supply device, wherein the pressure bearing table body includes a cavity and a moving ring located in the cavity, a through hole is formed in an upper housing of the cavity, and the moving ring penetrates out of the through hole; the cavity is provided therein with a driving device and a cooling system, the driving device can drive the moving ring to vibrate up and down, and the cooling system is configured to refrigerate the cavity; the fluid supply device receives fluid from the cavity, refrigerates the fluid, and outputs the refrigerated fluid to the cavity. A rolling seal can isolate the cavity from an external space, so as to protect the cavity and components therein.