Abstract: A design method, an operating method and an electronic system are provided. The method comprises receiving a training dataset having a plurality of training data, wherein each training data is labeled to one of a plurality of classes; selecting at least one first class from the plurality of classes and establishing a first category having the at least one selected first class; training a first model with the training dataset, and using the at least one first class within the first category for verification; and implementing the first model on the accelerator.

Abstract: A prediction method applied to a terminal device includes determining, by the terminal device, that first information and second information meet a first preset condition. The first information is beam history information of at least one beam and/or frequency history information of at least one frequency, and the second information is position history information of the terminal device. The method further includes predicting, by the terminal device, a target beam set and/or a target frequency set based on the first information and the second information, where the target beam set is a subset of a beam set delivered by a network device, and the target frequency set is a subset of a frequency set delivered by the network device.

Abstract: A measurement method and a terminal device are provided. The method includes: the terminal device clusters at least two transmission (TX) beams based on TX beam historical information of the at least two TX beams, to obtain several TX beam categories; and the terminal device determines a target TX-RX beam pair based on the several TX beam categories and at least one receiving RX beam.

Abstract: This application provides a wearable device. The wearable device includes a cover, a screen component, an antenna bracket, a first antenna, a metal middle frame, a circuit board, and a bottom cover. The cover and the bottom cover are respectively connected to two sides of the metal middle frame, the screen component is connected to a side of the cover facing the bottom cover, and the circuit board is located in a space enclosed by the metal middle frame, the screen component, and the bottom cover. An accommodating space is jointly enclosed by an end of the screen component, an inner wall of the metal middle frame, and an inner wall of the cover, the antenna bracket is disposed in the accommodating space, and the first antenna is disposed on the antenna bracket and is connected to the circuit board by using a feedpoint.

Abstract: A training method, an operating method and a memory system are provided. The operating method comprises using a first memory block of the memory system for computation; obtaining an aging condition of the memory system; determining whether the aging condition meets a predetermined aging condition; and when it is determined that the aging condition meets the predetermined aging condition, enabling the second memory block and using the first memory block and the second memory block for computation.

Abstract: The invention provides method of guiding unidirectional movement of a cell comprising exposing the cell to a surface comprising an asymmetric, three-dimensional pattern of one or a plurality of topographical elements for a time period sufficient to bias actin polymerization within the cell. The invention also provides methods of inducing directional movement of a cell, and methods of harnessing an actin wave within a cell. In addition, the invention provides compositions comprising a contact side, wherein at least a portion of the contact side comprises a cell contact portion comprising an asymmetric, three-dimensional pattern of one or a plurality of topographical elements, and methods of inducing healing of a wound of a subject comprising contacting the wound with the composition.

Abstract: A method for adaptively optimizing an autonomous driving system includes obtaining a driving intent of a driver of a target vehicle, wherein the target vehicle is an autonomous driving vehicle controlled by the autonomous driving system, detecting, based on the driver's driving intent, that a conflict exists between a first driving behavior of the target vehicle controlled by the autonomous driving system and the driver's driving intent, and updating the autonomous driving system such that a driving behavior of the target vehicle controlled by an updated autonomous driving system matches the driving intent.

Abstract: A method for prediction of key performance parameters of an aero-engine transition state acceleration process based on space reconstruction. Aero-engine transition state acceleration process test data provided by a research institute is used for establishing a training dataset and a testing dataset; dimension increase is conducted on the datasets based on the data space reconstruction of an auto-encoder; model parameters optimization is conducted by population optimization algorithms which is represented by particle swarm algorithm; and random forest regression algorithm performing well on high-dimensional data is used for carrying out regression on transition state performance parameters, which realizes effective real-time prediction from the perspective of engineering application.

Abstract: A recommended content display method includes: receiving an operation signal directed to a target statement in a page displayed on a user interface of an application; determining an interested character sequence on the page according to the operation signal; and additionally displaying at least one group of recommended content on the user interface of the application. The interested character sequence includes the target statement and at least one of a preceding statement before the target statement or a following statement after the target statement. The recommended content is information content associated with the interested character sequence.

Abstract: Syringe assemblies are provided including a partially pre-filled syringe barrel and a plunger rod that incorporates one or more retention elements on the plunger rod that prevents solution from entering a non-sterile area of the syringe when the plunger rod is pulled back. Methods to manufacture a sterilized partially-filled pre-fill syringe assembly are also disclosed.

Abstract: A recommended content display method includes: receiving an operation signal directed to a target statement in a page displayed on a user interface of an application; determining an interested character sequence on the page according to the operation signal; and additionally displaying at least one group of recommended content on the user interface of the application. The interested character sequence includes the target statement and at least one of a preceding statement before the target statement or a following statement after the target statement. The recommended content is information content associated with the interested character sequence.

Abstract: A thermoplastic composition including a resin phase and 10% to 55%, especially 25% to 45% of glass fibers by weight of the composition is disclosed. The resin phase includes a polysiloxane block copolymer including polydimethylsiloxane blocks and polycarbonate blocks derived from bisphenol A. The resin phase further includes a polycarbonate and has between 2.0 wt % and 10 wt % by weight of siloxane. The thermoplastic composition has (i) a notched Izod impact strength of at least 150 Joules per meter measured at 23° C. according to ASTM D256, (ii) a tensile strength greater than 95 MPa as determined by ASTM D638, (iii) a tensile modulus greater than 10,900 MPa as determined by ASTM D638 and (iv) an unnotched Izod impact strength greater than 775 Joules per meter measured at 23° C. according to ASTM D256.

Abstract: A method for prediction of key performance parameters of an aero-engine transition state acceleration process based on space reconstruction. Aero-engine transition state acceleration process test data provided by a research institute is used for establishing a training dataset and a testing dataset; dimension increase is conducted on the datasets based on the data space reconstruction of an auto-encoder; model parameters optimization is conducted by population optimization algorithms which is represented by particle swarm algorithm; and random forest regression algorithm performing well on high-dimensional data is used for carrying out regression on transition state performance parameters, which realizes effective real-time prediction from the perspective of engineering application.

Abstract: A cover assembly for an electronic device includes a glass layer having a first surface and a second surface opposite the first surface, a first having a first surface and a second surface opposite the first surface, and an optically clear polymer film disposed on the optically clear adhesive on a side opposite the glass layer, the polymer film comprising a thermoplastic polymer. The cover assembly transmits greater than 85% of visible light as determined according to ASTM D1003-00. A method of manufacturing the cover assembly is also described. The cover assembly can be useful for use with an electronic device.

Abstract: A thermoplastic composition including a resin phase and 10% to 55%, especially 25% to 45% of glass fibers by weight of the composition is disclosed. The resin phase includes a polysiloxane block copolymer including polydimethylsiloxane blocks and polycarbonate blocks derived from bisphenol A. The resin phase further includes a polycarbonate and has between 2.0 wt % and 10 wt % by weight of siloxane. The thermoplastic composition has (i) a notched Izod impact strength of at least 150 Joules per meter measured at 23° C. according to ASTM D256, (ii) a tensile strength greater than 95 MPa as determined by ASTM D638, (iii) a tensile modulus greater than 10,900 MPa as determined by ASTM D638 and (iv) an unnotched Izod impact strength greater than 775 Joules per meter measured at 23° C. according to ASTM D256.

Abstract: A reflective article includes a reflector and a light source. The reflector includes a polymer layer having a first side configured to house a light source, and an opposite second side, and a metal layer disposed on the opposite second side of the polymer layer. The light source is located adjacent to the first side of the polymer layer. A method of making the reflective article is provided, including providing the above-described reflector, and locating a light source adjacent to the first side of the polymer layer. A method of making the reflector is also provided, including providing the polymer layer having a first side configured to house a light source, and an opposite second side, and metallizing at least a portion of the second side. The reflective article is useful for mobile electronic devices.

Abstract: Provided herein is a bee venom composition with effects of protecting and beautifying lips, comprising cosmetic matrix components for use on lips and bee venom. The bee venom is prepared by using the following method: crude bee venom is dissolved with water, before ultrafiltrated using an ultrafiltration membrane with the molecular weight cutoff 10000 Da, and then the resulting filtrate is freeze-dried to obtain the bee venom.

Abstract: A polymer composition includes: about 20 wt % to about 80 wt % of a polycarbonate polymer; about 1 wt % to about 20 wt % of a polycarbonate-siloxane copolymer; about 15 wt % to about 35 wt % of a reinforcing filler having a tensile modulus of at least about 150 GPa; and about 4 wt % to about 20 wt % of a flame retardant comprising phosphorous. The polymer composition demonstrates a flexural modulus in an amount equal to or greater than about 10 GPa. Methods of forming a polymer composition and blended thermoplastic compositions are also described.

Abstract: A thermoplastic composition comprises, based on the total weight of the thermoplastic composition, 10 to 45 wt. % of a poly(etherimide); 35 to 90 wt. % of a polycarbonate component comprising a polycarbonate homopolymer, a poly(carbonate-siloxane), or a combination thereof; 0.5 to 20 wt. % of a compatibilizer polycarbonate component comprising a poly(carbonate-arylate ester), a phthalimidine copolycarbonate, or a combination thereof; up to 5 wt. % of an ultraviolet light stabilizer; and 0 to 20 wt. % of TiO2, wherein a sample of the composition has a 50% higher notched Izod impact energy value compared to the composition without the compatibilizer component.

Abstract: A thermoplastic composition comprises, based on the total weight of the thermoplastic composition, 10 to 45 wt. % of a poly(etherimide); 35 to 90 wt. % of a poly(carbonate-siloxane); 0.5 to 20 wt. % of compatibilizer polycarbonate component comprising a poly(carbonate-arylate ester); up to 15 wt. % of an ultraviolet light stabilizer; and 0 to 30 wt. % of TiO2; wherein a sample of the composition has a notched Izod impact energy of at least 200 J/m at 23° C. measured in accordance to ASTM D256; and an at least 50% higher notched Izod impact energy value compared to the composition without the compatibilizer component measured in accordance to ASTM D256.