Abstract: Methods, systems, and non-transitory computer readable media are configured to perform operations comprising determining, by a computing system, a trigger event associated with a vehicle based on occurrence of a trigger condition associated with degradation of a feature relating to vehicle operation; determining, by the computing system, a trigger criticality associated with the trigger event; and selecting, by the computing system, a minimal risk maneuver (MRM) from a plurality of MRMs based on the trigger criticality, the MRM executable based on scenario conditions.

Abstract: Methods of analyzing antibodies in samples are provided. In some embodiments, the methods include contacting a sample with a plurality of plasmonic metal nanoparticles (MNPs) having a viral antigen binding moiety bound to its surface and a viral antigen that comprises two or more epitopes that bind to the viral antigen binding moiety to form a binding composition. In these embodiments, the methods include detecting an extinction signal intensity to identify antibody capabilities in the sample, including the quantity and quality of the antibody. Related systems and other methods are also provided.

Abstract: An upcycling system for converting plastic waste to value-added products such as sustainable aviation fuels (SAF) and process of using same. The system includes a plug-flow reactor with catalytic hydrocracking functionality. Halloysite catalysts can be used to convert the plastic waste, for example marine plastic waste, into SAFs such as n-alkanes, iso-alkanes, cycloalkanes, and aromatics.

Abstract: A lithium manganese iron phosphate material and a preparation method thereof, a positive electrode sheet and a preparation method thereof, and a battery are provided. The lithium manganese iron phosphate material is LiFexMnyA(1-x-y)PO4, where 0<x<1, 0<y<1, 0?1?x?y?0.2, and the doping element A is selected from at least one of Be, Ca, Mg, Ba and Sr; the lithium manganese iron phosphate material has the surface basicity value of 10~150 ?mol/g.

Abstract: The present disclosure provides systems and methods for image generation. The methods may include obtaining a first medical image and a second medical image of a target subject. The first medical image may be generated based on first scan data collected using a first imaging modality, and the second medical image may be generated based on second scan data collected using a second imaging modality. The methods may include generating a pseudo-second medical image by transforming the first medical image. The pseudo-second medical image may be a simulated image corresponding to the second imaging modality. The methods may further include determining registration information between the first medical image and the second medical image based on the second medical image and the pseudo-second medical image.

Abstract: Disclosed by the present disclosure is a vehicle discharge adapter, including a vehicle-end electrical connector, which includes a base and a male terminal assembly disposed in the base, and the male terminal assembly is configured to be electrically connected with a vehicle-end power supply device, and a mating cavity is formed at an end of the vehicle-end electrical connector; and a socket assembly, which is provided in the mating cavity, and the socket assembly includes a female terminal assembly, and the female terminal assembly is plugged with the male terminal assembly to form an electrical connection. Therefore, an external electrical load can be directly electrically connected to the vehicle discharge adapter, thereby realizing a vehicle-to-load discharging process.

Abstract: An embodiment of the present disclosure provides a method and apparatus for determining an index, server and medium. The method includes: receiving event information reported by a client at a preset event tracking position, wherein the preset event tracking position includes a start event generation position, a result event generation position and at least one subsequent event generation position corresponding to an index to be determined; performing duplicate removal processing on each piece of event information based on client identifier information in each piece of received event information, and determining a target result execution count and a total execution count corresponding to the index to be determined; and determining an index result corresponding to the index to be determined based on the target result execution count and the total execution count.

Abstract: Provided is a sound-absorbing block, preparation method thereof and sound-producing apparatus. The sound-absorbing block includes at least two sound-absorbing layers and at least three air permeating layers. Air permeating layers and sound-absorbing layers are alternately stacked to form multilayer structure. Outermost layer of sound-absorbing block is one of air permeating layers. Adjacent sound-absorbing layer and air permeating layer are adhered and fixed by bonding process or thermal fusion process. Sound-absorbing layer is prepared by mixing sound-absorbing material powder, adhesive and thickening agent with mass ratio of 100:(1-10):(1-10). Air permeating layer is made of porous air permeating material.

Abstract: The method includes: obtaining N obstacles from an obstacle set based on a test function of the autonomous-driving algorithm, and storing an ID and initial motion information of each of the N obstacles to an obstacle resource pool; obtaining motion information of a surrounding obstacle of a first obstacle from the obstacle resource pool based on an ID of the first obstacle, and controlling moving of the first obstacle based on the motion information of the surrounding obstacle of the first obstacle, to obtain motion information of the first obstacle; storing the motion information to the obstacle resource pool; obtaining a result of interaction between an ego vehicle and n obstacles from the obstacle resource pool based on location information of the ego vehicle; and determining a test result of the autonomous-driving algorithm based on the interaction result.

Abstract: A display module and a display device. The display module includes a display panel, which has a display region (AA) and a light-transmitting region (BB), the light-transmitting region (BB) being provided with a light-transmitting hole (V1); a flexible cover plate, which is located on the light exit side of the display panel, and covers the display region (AA) and the light-transmitting region (BB); a transparent supporting structure, which is located on the side of the display panel facing the flexible cover plate, where the transparent supporting structure covers the light-transmitting hole (V1), and an orthogonal projection of the transparent supporting structure on the flexible cover plate and an orthogonal projection of the display panel on the flexible cover plate have an overlapping region.

Abstract: Methods and systems for generating synthetic images based on an input image are described. The method may include receiving an input image; generating, using an encoder, a first latent code vector representation based on the input image; receiving a latent code corresponding to a feature to be added to the input image; modifying the first latent code vector representation based on the latent code corresponding to the feature to be added; generating, by an image decoder, a synthesized image based on the modified first latent code vector representation; identifying, using a landmark detector, one or more landmarks in the base image; identifying, using a landmark detector, one or more landmarks in the synthesized image; determining a measure of similarity between the landmark identified on the base image and the landmark identified in the synthesized image; and discarding the synthesized image based on the comparison.

Abstract: An optical power limiter, a method of fabricating an optical power limiter, an optical device or system comprising an optical power limiter, and a method of limiting optical power using on optical power limiter.

Abstract: A flexible substrate wire harness and an automobile. The flexible substrate wire harness includes a flexible substrate and conductor cores. The flexible substrate is provided with a plurality of wire core channels separated from each other.

Abstract: A biological reaction apparatus used for biological macromolecules includes a power supply module (1), a control module (2), a liquid processing module (3), a reactor module (4) and a sensor (5); the power supply module (1) includes a direct current power supply (6) and a switch (7); the control module (2) includes a system controller (8), an input device (9) and an output device (10); the liquid processing module (3) includes a valve (11) or a combination of valves (11), a pump (12) or a combination of pumps (12) and sample cells (13); the reactor module (4) includes a reactor (14); the reactor (14) includes a reactor frame (15) and a reactor cavity (16) formed by the reactor frame (15). The apparatus has a simple and practical structure and is easy to operate. In the reactor (14), a very small amount of a reagent is used to achieve a uniform and highly-sensitive reaction.

Abstract: Methods and systems configured to embed data representing content output by at least one device for downstream content recognition or other downstream processes. For example, a device operates one or more media data embedding components configured to embed information regarding the output media, such as audio or image content. The embedding component is trained to embed information for a subset of known downstream processes with some known processes deliberately held out from the training. Among other benefits, this approach can help reduce over customization of the embedding component and allow more information to preserved by the component for purposes of downstream operations that may yet be configured.

Abstract: Systems and methods for machine learning based audio watermarking for videoconferencing are provided. For example, a computing device accesses an original audio signal and a watermark to be embedded into the original audio signal and extracts, using an audio encoder, a set of audio features from the original audio signal. The audio encoder is a machine learning model. The computing device further extracts, using a watermark encoder, a set of watermark features from the watermark. The watermark encoder is also a machine learning model. The computing device combines the set of audio features and the set of watermark features to generate a set of features, compresses the set of features, and transmits the compressed set of features.

Abstract: A flexible circuit board and a method of fabricating the same are provided. The flexible circuit board includes a flexible substrate, in which the flexible substrate includes a first portion, two second portions, two third portions, two first bending portion and two second bending portions. The flexible circuit board includes first connecting circuit layers extending from an upper surface of the first portion through the first portions to upper surfaces of the second portions, second connecting circuit layers extending from lower surfaces of the second portions through the third portions to lower surfaces of the third portions, first circuit layers disposed on the upper surface of the first portion and second circuit layers disposed on the lower surfaces of the third portions. Therefore, the flexible circuit board can achieve no-via-hole and high density for circuit board.

Abstract: Provided are a wind turbine fault diagnosis method and system based on SVD-SSA-LSTM. The method includes: setting a plurality of monitoring points according to equipment parameters of a wind turbine tower; acquiring vibration signals of each monitoring point according to preset monitoring time nodes, and generating a fault feature data packet according to all the vibration signals; and establishing a fault diagnosis model, and generating a fault diagnosis result according to the fault diagnosis model and the fault feature data packet. The collected vibration signals are decomposed by using singular value decomposition (SVD) noise reduction to remove redundant and noise components therein, then faults of the wind turbine is diagnosed by using a SSA-LSTM fault diagnosis model, and through the capability of a LSTM network to process time-series data, the accuracy of fault diagnosis is improved, while the diagnosis cycle is shorten and the early warning efficiency is improved.

Abstract: A Nitrogen Oxide (NOX) sorbent material of the present invention includes a multi-metallic oxide that includes one or more alkali or alkaline earth metal, one or more 3d transition metal, and one or more rare earth element. The NOx sorbent material is configured to adsorb and absorb NOx below a low temperature and to release the adsorbed or absorbed NOx at temperature at or above the low temperature. In some embodiments, a manganese catalyst is deposited on a high surface area carrier. The manganese catalyst takes the form of an alkali/metal promotor and an Mn-based compound. In general, the NOx sorbent material contains about one percent to about fifty percent by weight of alkali/alkaline earth metal manganese catalyst based on the total weight of the catalyst.