Abstract: Embodiments of the disclosure relate to an optical fiber ribbon. The optical fiber ribbon includes a plurality of optical fibers arranged adjacently to each other. Each optical fiber has a circumferential outer surface. The optical fiber ribbon also includes a lengthwise continuous coating disposed on at least a portion of the circumferential outer surface of each optical fiber. The coating includes a colorant for identifying the optical fiber ribbon among a plurality of optical fiber ribbons. The coating has a first thickness. Further, the optical fiber ribbon includes plurality of bonds intermittently formed between adjacent optical fibers of the plurality of optical fibers. Each of the bonds has a second thickness that is greater than the first thickness. The plurality of bonds provide the only connection between the adjacent optical fibers of the plurality of optical fibers.

Abstract: Techniques for improving the performance of an autonomous vehicle (AV) by automatically annotating objects surrounding the AV are described herein. A system can obtain sensor data from a sensor coupled to the AV and generate an initial object trajectory for an object using the sensor data. Additionally, the system can determine a fixed value for the object size of the object based on the initial object trajectory. Moreover, the system can generate an updated initial object trajectory, wherein the object size corresponds to the fixed value. Furthermore, the system can determine, based on the sensor data and the updated initial object trajectory, a refined object trajectory. Subsequently, the system can generate a multi-dimensional label for the object based on the refined object trajectory. A motion plan for controlling the AV can be generated based on the multi-dimensional label.

Abstract: Generally, the disclosed systems and methods implement improved detection of objects in three-dimensional (3D) space. More particularly, an improved 3D object detection system can exploit continuous fusion of multiple sensors and/or integrated geographic prior map data to enhance effectiveness and robustness of object detection in applications such as autonomous driving. In some implementations, geographic prior data (e.g., geometric ground and/or semantic road features) can be exploited to enhance three-dimensional object detection for autonomous vehicle applications. In some implementations, object detection systems and methods can be improved based on dynamic utilization of multiple sensor modalities. More particularly, an improved 3D object detection system can exploit both LIDAR systems and cameras to perform very accurate localization of objects within three-dimensional space relative to an autonomous vehicle.

Abstract: A new and improved technology capable of further improving inference accuracy while securing security of a machine learning model by federated learning is proposed.

Abstract: Embodiments of this specification provide a communication method and apparatus based on a relay cluster. The relay cluster includes a load balancing server and at least two relay servers. The communication method includes: receiving a relay request packet sent by a client, where the relay request packet includes a transaction identifier, and the transaction identifier includes a mode field and a routing information field; acquiring routing information of a first relay server of the at least two relay servers based on a value of the mode field and a value of the routing information field in the relay request packet; and sending a relay allocation packet carrying the routing information of the first relay server to the client, so that the client establishes a relay channel based on the routing information of the first relay server.

Abstract: A battery pack includes multiple cells; a cell bracket configured to support the multiple cells; and a terminal assembly electrically connected to the multiple cells and configured to be coupled to an interface of a power tool. The cell bracket is at least partially exposed to an external environment, and the thermal conductivity of the cell bracket is higher than or equal to 0.5 W/(m·K). The temperature of the battery pack can be accurately detected, the cycling efficiency of the battery pack is ensured, and the risk of explosion caused by thermal runaway of the battery can be eliminated.

Abstract: Provided is a method for fire refining of a complex crude lead. The method includes subjecting the complex crude lead to condensation to obtain a low-copper lead and a copper dross I; subjecting the low-copper lead to crystallization to remove silver and bismuth to obtain a low-silver lead and a high-silver lead; subjecting the low-silver lead to deep copper removal with sulfur addition to obtain a copper-removed lead and a copper dross II; and subjecting the copper-removed lead to arsenic-antimony-tin removal by an alkali process to obtain a refined lead and an arsenic-antimony-tin slag.

Abstract: The present invention provides compounds, compositions thereof, and methods of using the same.

Abstract: The present invention provides compounds, compositions thereof, and methods of using the same.

Abstract: The present invention provides compounds, compositions thereof, and methods of using the same.

Abstract: Head-up display glass and a head-up display system are provided. The head-up display glass includes outer glass, inner glass, an interlayer, and a reflective coating. The interlayer is disposed between a second surface of the outer glass and a third surface of the inner glass. The reflective coating is disposed on a fourth surface of the inner glass. The reflective coating can reflect P-polarized light. The reflective coating includes at least one low-emissivity layer and at least one laminated structure that are stacked in sequence. Each laminated structure includes a high-refractive-index layer and a low-refractive-index layer that are stacked in sequence. In each laminated structure, the high-refractive-index layer is closer to the fourth surface than the low-refractive-index layer. A refractive index of the high-refractive-index layer is greater than or equal to 1.8. A refractive index of the low-refractive-index layer is less than 1.8.

Abstract: A battery pack includes a housing; cells accommodated in the housing, where the cell includes electrodes; a bracket accommodated in the housing and supporting the plurality of cells; a first metal plate accommodated in the housing, where the first metal plate is substantially perpendicular to the central axis of the cell, and the first metal plate has openings through which the airflow ejected from the electrodes passes through; and a second metal plate accommodated in the housing, where the second metal plate is substantially parallel to the first metal plate, and the second metal plate and the first metal plate form an exhaust channel for guiding the airflow to be discharged out of the housing.

Abstract: A method and a communication apparatus for sending system information are disclosed. According to the method: A network device determines, based on a transmission repetition period of RMSI, a first sending period and a time domain resource corresponding to the first sending period, and sends the RMSI to a terminal device based on the first sending period and the time domain resource corresponding to the first sending period. The transmission repetition period is a transmission repetition period for transmission of the RMSI by using each of a plurality of beams. The time domain resource corresponding to the first sending period includes: a time domain resource that is in a time domain resource corresponding to the transmission repetition period and that is used for transmitting a first beam group of the plurality of beams and not for transmitting any beam other than the first beam group of the plurality of beams.

Abstract: Disclosed is a method for smelting magnesium from dolomite by vacuum carbothermal reduction. The method includes: pressing a mixed powder of dolomite and coking coal to obtain a block; and heating the block directly to obtain a heated block, subjecting the heated block to a carbothermal reduction reaction in vacuum to obtain a reduced vapor, and condensing the reduced vapor to obtain crystalline magnesium, wherein the heating is conducted at a heating rate of ?12 K/min; and the carbothermal reduction reaction is held at a temperature of ?1,400 K for ?2 h.

Abstract: The invention provides a non-contact indoor thermal environment control system and a method based on reinforcement learning, which adopts a non-contact measurement mode to collect the video information of indoor personnel and judge the hot/cold state of the personnel through the processing of the video information. It can reduce the intrusiveness caused by the use of measuring equipment. At the same time, the invention adopts the reinforcement learning method to train and obtain the optimal thermal environment control strategy according to the environmental information, the hot and cold state of the personnel and the previous regulation strategy, which not only considers the difference of individual thermal comfort, but also satisfies the dynamic thermal comfort of personnel, improves the regulation efficiency of indoor thermal environment. At the same time, it can reduce the energy consumption of HVAC, achieve a sustainable state of energy saving and environmental protection.

Abstract: The present invention provides compounds, compositions thereof, and methods of using the same.

Abstract: The present invention provides compounds, compositions thereof, and methods of using the same.

Abstract: A multimodal hyperspectral vibrational sum-frequency generation (VSFG) platform and a method of tumor diagnosis are provided. The method employs the chemical-specific VSFG microscopy platform as a label-free imaging technique for tumor identification.

Abstract: An ECG waveform display method is provided. The method includes: An electronic device starts an ECG waveform detection application, to collect an ECG waveform; the electronic device reads wearing part data between the electronic device and a wrist of a user, where the wearing part data is obtained through IMU wearing part identification; the electronic device determines first wearing part information based on wearing status data, and the determined state is a first determined state or a second determined state; the electronic device obtains second wearing part information between the electronic device and the wrist of the user through ECG wearing part identification; and when the first wearing part information and the second wearing part information are the same and indicate a determined state, the electronic device displays the ECG waveform on a display in a display manner corresponding to the determined state.