Abstract: A water-jet guided laser machining device and method under multiple combinations of water and air is provided. An auxiliary atmosphere input line is arranged between a laser-water coupling device and an annular water-jet device. An auxiliary atmosphere input through the auxiliary atmosphere input line is sprayed from an annular gas nozzle to form an auxiliary airflow layer. A nozzle is arranged at a lower end of the laser-water coupling device. An annular liquid nozzle is arranged at a bottom of the annular water-jet device. The laser-water coupling device is configured for coupling a laser beam with an internal liquid to spray a single water jet from the nozzle. The annular water-jet device is configured for spraying the internal liquid from the annular liquid nozzle to form an annular water curtain around a laser guiding water jet. The auxiliary airflow layer is enclosed in the annular water curtain.

Abstract: A data processing system includes a first processor, a storage device, and a second processor. The first processor includes a plurality of threads, and each thread corresponds to one data buffer. The first processor is configured to execute the plurality of threads to separately write a plurality of transaction logs into a plurality of data buffers respectively corresponding to the plurality of threads. The second processor includes a buffer. The second processor is configured to: separately obtain the plurality of transaction logs from the plurality of data buffers, store the plurality of transaction logs to the buffer, and persistently store the plurality of transaction logs from the buffer to the storage device.

Abstract: A wearable mechano-acoustic sensor for continuous cardiorespiratory monitoring, and methods of making and using the same. The sensor includes a diaphragm with a chamber and a channel connected to the chamber, a plurality of electrodes including at least an anode and a cathode extending into the channel, and a liquid electrolyte solution that fills the chamber and channel. When the diaphragm is attached to a user's chest, mechano-acoustic movement from the chest cause the diaphragm to move, pushing the electrolyte solution across the electrodes. A voltage is applied to the anode and an electrochemical current is determined by the flux from the anode to the cathode by the modulation of the electrolyte solution across the electrodes and cardiorespiratory signals are measured from the electrochemical currents.

Abstract: A large language model (LLM)-based inference acceleration method, a medium, and a device are disclosed. The method includes: determining LLMs deployed on a plurality of first hardware accelerators, multiple submodels obtained through segmenting the LLMs and respectively deployed on a plurality of second hardware accelerators, and input data of a to-be-executed task; performing first processing on the input data through the plurality of LLMs to obtain a first processing result; performing second processing on the first processing result through the multiple submodels to obtain a second processing result; and determining an execution result of the to-be-executed task in response to the second processing result meeting a stop inference condition.

Abstract: Systems and methods are provided for on-person wearable electronic devices configured for extended periods of wear. A couplant may be provided that is made of a soft anti-dehydrating, and hydrogel-elastomer hybrid material. A bioadhesive may connect the couplant the electronic devices and the person. The couplant may serve as a coupling and transmission for information to or from the electronic device.

Abstract: Adapting user interface designs for specific tasks performed by different users is a challenging yet important problem. Automatically adapting visualization designs to users and contexts (e.g., tasks, display devices, environments, etc.) can theoretically improve human-computer interaction to acquire insights from complex datasets. However, effectiveness of any specific visualization is moderated by individual differences in knowledge, skills, and abilities for different contexts. A modeling framework called Personalized Recommender System for Information visualization Methods via Extended matrix completion (PRIME) is described for recommending the optimal visualization designs for individual users in different contexts.

Abstract: Disclosed are an information processing method and a related device. In the method, a UE sends first information about random access (RA), wherein the first information indicates a parameter of a feature combination requested by the RA initiated by a user equipment (UE).

Abstract: A blade includes a main body and an edge disposed around a periphery of the main body. A part of the edge includes a soft layer and an intermediate layer connected between the soft layer and the main body. The intermediate layer includes a soft component and a hard component stacked one on another when viewing in a cross-section along a width direction of the blade or along a length direction of the blade.

Abstract: Contextual computation pipeline recommendation concepts are described. For example, a method can include obtaining an incomplete recommendation matrix that includes first performance data for different computation pipelines with respect to different contextual datasets. The incomplete recommendation matrix lacking second performance data for a defined computation pipeline with respect to a defined contextual dataset. The method can also include segmenting the incomplete recommendation matrix into local low-rank submatrices that lack the second performance data. The method can also include predicting the second performance data for at least one of the local low-rank submatrices to create a completed recommendation matrix that includes the first performance data and the second performance data.

Abstract: This disclosure relates to use of tough organogels in drug delivery. Specifically, this disclosure relates to use of crosslinked elastomer organogels and organogles of polyurethanes modified with one or more lipophilic groups in drug delivery.

Abstract: The present disclosure discloses a method and an apparatus for adapting a deep learning model, an electronic device and a medium, which relates to technology fields of artificial intelligence, deep learning, and cloud computing. The specific implementation plan is: obtaining model information of an original deep learning model and hardware information of a target hardware to be adapted; querying a conversion path table according to the model information and the hardware information to obtain a matched target conversion path; and converting, according to the target conversion path, the original deep learning model to an intermediate deep learning model in the conversion path, and converting the intermediate deep learning model to the target deep learning model.

Abstract: The present invention belongs to the field of medicinal chemistry, and particularly relates to synthesis, a preparation method and the use of an inhibitor containing dual targets SHP2 and CDK4/6, wherein the inhibitor comprises three compounds of general formulas I-III and pharmaceutically acceptable salts, enantiomers, diastereomers, tautomers, solvates, polymorphs or prodrugs thereof. According to the present invention, a class of brand-new SHP2 and CDK4/6 dual-target inhibitors are prepared by means of a pharmacophore fusion and reasonable drug design method, so that the problems of drug resistance, poor drug effect, etc., of the existing SHP2 inhibitor and CDK4/6 inhibitor are solved; the great significance of the present invention is providing the first SHP2 and CDK4/6 dual-target inhibitor, which provides a basis for solving the problem of drug resistance of kinase and phosphatase in the later period.

Abstract: A ducted fan aerial vehicle includes a duct, a vehicle body connected to the duct, and a power assembly connected to the vehicle body. The duct includes a duct unit including a duct hole. At least part of the duct unit is a hollow structure. The power assembly is at least partially located in the duct hole, and is configured to cooperate with the duct to provide aerodynamic thrust.

Abstract: An adhesive material that provides fast and robust adhesion on wet surfaces, where the adhesion formed is detachable on-demand. The adhesive material is formed of one or more hydrophilic polymers or copolymers grafted with one or more amine coupling groups via a plurality of cleavable physical bonds and/or cleavable covalent bonds and one or more cross linkers. Application of the adhesive material on a wet surface causes the adhesive material to absorb liquid to thereby swell the adhesive material to form a layer of hydrogel, resulting in the formation of temporary crosslinks followed by covalent crosslinks with the surface. Introducing a triggering agent cleaves the cleavable physical bonds and/or cleavable covalent bonds to allow for non-traumatic detachment of the adhesive material from the surface.

Abstract: The present invention belongs to the field of medicinal chemistry, and particularly relates to synthesis, a preparation method and the use of an inhibitor containing dual targets SHP2 and CDK4/6, wherein the inhibitor comprises three compounds of general formulas I-III and pharmaceutically acceptable salts, enantiomers, diastereomers, tautomers, solvates, polymorphs or prodrugs thereof. According to the present invention, a class of brand-new SHP2 and CDK4/6 dual-target inhibitors are prepared by means of a pharmacophore fusion and reasonable drug design method, so that the problems of drug resistance, poor drug effect, etc., of the existing SHP2 inhibitor and CDK4/6 inhibitor are solved; the great significance of the present invention is providing the first SHP2 and CDK4/6 dual-target inhibitor, which provides a basis for solving the problem of drug resistance of kinase and phosphatase in the later period.

Abstract: Disclosed are various embodiments for a visual language processing modeling framework via an attention-on-attention mechanism, which may be employed for object identification, classification, and the like. In association with a display of a user interface, an eye tracking via images captured by an imaging device is performed to programmatically detect eye movement and fixation relative to sub-regions of the user interface. Eye fixations on at least one of the sub-regions from the eye tracking. Visual cues are extracted from the user interface based at least in part on the eye fixations, the visual cues being in a sequence of identification. A visual language sentence is generated based at least in part on the visual cues as extracted. The visual language sentence of the visual cues in the sequence of identification is correlated to at least one decision using a visual language understanding routine.

Abstract: The invention relates to a polymer having a main chain which is obtained by free radical emulsion polymerisation of a monomer mixture, which comprises at least one optionally substituted styrene, at least one C1-C4 alkyl (meth)acrylate and at least one ethylenically unsaturated monomer. The monomer mixture is polymerised in a reaction mixture comprising a natural and/or synthetic polymeric stabilizer. According to the invention the polymer main chain further comprises a reaction product of silica sol and an unsaturated organosilicon compound. The invention relates also to methods of making such polymer.

Abstract: A method for model production includes acquiring a related operation for model production from a user interface layer of a model production system, and determining a software platform of the model production system; acquiring a model service corresponding to the related operation by invoking an application programming interface (API) corresponding to the related operation, wherein the API is located between the user interface layer and other layer in the model production system; performing the model service by invoking local resources of the software platform with a tool of the software platform adapted to the model service, to generate a target model; and applying the target model in a target usage scene.

Abstract: A remote data access method is applied to a first device that is coupled to and communicates with a second device. The first device and the second device each are configured with a network interface card (NIC) having a remote direct memory access (RDMA) function. The method is performed by a NIC of the first device, and the method includes: generating a first packet including a type identifier and a function identifier; and sending the first packet to the second device. The type identifier in the first packet indicates that the first packet is a remote memory function call (RMFC)-type packet, and the RMFC-type packet indicates the second device to perform a preset operation on local data of the second device. The function identifier in the first packet indicates an operation type of the preset operation.

Abstract: A service processing method and apparatus are provided, and relate to the field of computer technologies. The method includes: First, a first-type processor included in a server obtains a first message for requesting a first service. Second, the first-type processor parses the first message, and writes data needed by the first service into DMA space, where the DMA space is storage space provided by a memory of the server based on a DMA technology. Finally, a second-type processor whose performance is better than that of the first-type processor in the server reads the foregoing data from the DMA space, and outputs a processing result of the first service.