Abstract: A PGConv layer extract features from grid-structured data samples. The PGConv layer may receive an input feature map including a grid representation of an object, which is generated from a graph representation of the object. The grid representation includes node elements that are arranged in a grid pattern. The PGConv layer may perform padding on the grid representation to generate an IFM that includes the node elements and the additional node elements. An additional node element may have a value of zero or a value of a node element in the grid representation. The PGConv layer may also generate an attentive kernel that includes attentive weights determined based on the IFM. The PGConv layer may generate a dynamic kernel based on the attentive kernel and a convolutional kernel generated through training. The PGConv layer may further perform MAC operations on the IFM and the dynamic kernel and generate an OFM.

Abstract: The present disclosure relates to a liquid fuel self-sustaining combustion burner for flame synthesis, including a swirl-flow cylinder and a stable combustion cylinder. A swirl-flow plate is disposed at an open end of the swirl-flow cylinder and defines swirl-flow outlets. A tangential inlet tube is mounted on the swirl-flow cylinder and in fluid communication with the swirl-flow chamber. An open end of the swirl-flow cylinder extends into the stable combustion chamber. The fuel can be atomized by an atomizer and sprayed into the stable combustion chamber for combustion. Air introduced from the tangential inlet tube can flow into the swirl-flow chamber and advance spirally around the central stabilizing column to reach the swirl-flow plate. The airflow is partially injected into the stable combustion chamber through the swirl-flow outlets, and then continues to spirally advance. An atomizing nozzle of the atomizer is located inside the swirling airflow.

Abstract: A multidimensional perceptual interaction method and system are provided.

Abstract: Certain embodiments of the present invention relate to regulation of the innate immune system and complement activation. In particular, but not exclusively certain embodiments relate to a complement regulator protein and pharmaceutical compositions thereof for use in the treatment of diseases associated with or mediated by the alternative complement pathway and methods of treating such diseases and other subject matter.

Abstract: A service governance method includes: obtaining first plug-in code, where the first plug-in code includes first service governance logic and first instrumentation logic, and the first service governance logic is decoupled from the first instrumentation logic; inserting a first instrumentation into an application program based on the first instrumentation logic, where the first instrumentation is used for requesting a governance function scheduler to allocate a first governance logic instance from multiple versions of governance logic instances, the first governance logic instance is used for executing the first service governance logic, and the application program is a running program; and performing service governance based on the first service governance logic when the first instrumentation is executed.

Abstract: Embodiments of the present disclosure provide an integrated circuit die having edge interconnect features. The edge interconnect features may be conductive lines extending through sealing rings and into scribe line regions. In some embodiments, heterogeneous integrated circuit dies with edge interconnect features are fabricated on the same substrate. Edge interconnect features of the neighboring integrated circuit dies are connected to each other and provide direct connections between the integrated circuit dies without going through an interposer.

Abstract: Data features are accessed from a plurality of sources. The data features pertain to a plurality of users. The data features are inputted into a predictive model. An output is generated via the predictive model. The output of the predictive model is inputted into a plurality of adversarial models. The adversarial models include different types of protected attributes. At least some of the protected attributes are non-binary. Noise is introduced to the predictive model via each of the adversarial models of the plurality of adversarial models. The output of the predictive model is updated after the noise has been introduced to the predictive model. One or more decisions involving the plurality of users are generated at least in part via the updated output of the predictive model.

Abstract: A metal-ion chelating material, a chemical sampling device including the metal-ion chelating material and a method of synthesizing the metal-ion chelating material. The metal-ion chelating material includes a first binder and a second binder each arranged to chelate with a plurality of metal ions, wherein the first binder is arranged to bind with the plurality of metal ions through non-covalent interactions and the second binder is arranged to chemically bind with the plurality of metal ions through metal-ligand interactions.

Abstract: A semiconductor device includes a semiconductor stack, a third semiconductor structure, a dielectric layer, and a reflective layer under the third semiconductor structure. The semiconductor stack includes a first semiconductor structure, an active structure, a second semiconductor structure. The first semiconductor structure has a first surface which includes a first portion and a second portion, and the first surface has a first area. The third semiconductor structure connects to the first portion, and has a second surface with a second area. The dielectric layer connects to the second portion and includes a plurality of openings, and the plurality of openings have a third area. A ratio of the second area to the first area is between 0.1˜0.7, and a ratio of the third area to the first area is less than 0.2.

Abstract: An apparatus includes a power converter configured to provide a constant current charge to a capacitor coupled to a high voltage bus through a mechanical contact, an isolation interface configured to receive a pre-charge signal on a primary side of the isolation interface, and convert the pre-charge signal into a bias voltage signal and a control command signal on a secondary side of the isolation interface, and based on the bias voltage signal and the control command signal, a constant current control unit configured to generate a gate drive signal for the power converter.

Abstract: A method includes forming a redistribution structure including metallization patterns; attaching a semiconductor device to a first side of the redistribution structure; encapsulating the semiconductor device with a first encapsulant; forming openings in the first encapsulant, the openings exposing a metallization pattern of the redistribution structure; forming a conductive material in the openings, comprising at least partially filling the openings with a conductive paste; after forming the conductive material, attaching integrated devices to a second side of the redistribution structure; encapsulating the integrated devices with a second encapsulant; and after encapsulating the integrated devices, forming a pre-solder material on the conductive material.

Abstract: Provides herein is a protein conjugate with multiple payloads and methods for making the same.

Abstract: Embodiments of the disclosure provide a semiconductor package including a first integrated circuit die having a first side and a second side opposite the first side, a first source/drain, a first interconnect structure disposed on the first side, a second interconnect structure disposed on the second side, and a first power rail extending between the first source/drain and the second interconnect structure.

Abstract: An air gun having an improved firing structure has a gun body. The gun body has a passageway therein. The passageway is formed with a paintball outlet and a paintball inlet. A firing unit is provided in the gun body adjacent to the paintball outlet. The firing unit has a first outer sleeve, a bushing, and an action space defined between the first outer sleeve and the bushing, and communicates with a control unit via a first air flow passage. A gas regulated by a pressure-regulating unit flows into the action space via the first air flow passage, and the control unit controls the compressed gas to move the bolt for completing a firing action.

Abstract: A multilayer solid aluminum electrolytic capacitor includes a casing, a multilayer core, an anode lead frame and a cathode lead frame. The multilayer core is formed by stacking and fixing a plurality of electrode sheets. The multilayer core is encapsulated in the casing. A junction between the anode region and the cathode region is provided with an isolation adhesive. The anode lead frame and the cathode lead frame are embedded at a bottom of the casing. Upper end surfaces of the anode lead frame and the cathode lead frame are respectively electrically connected to an anode end and a cathode end of the multilayer core. Lower end surfaces of the anode lead frame and the cathode lead frame are pass through a bottom surface of the casing to lead out as an anode and a cathode, respectively.

Abstract: A terminal includes one or more processors, and memory storing one or more computer programs configured to be executed by the one or more processors. The one or more computer programs include instructions for: displaying an analysis screen of a livestream associated with a selling item on a display; and displaying, on the analysis screen, a first object indicating a sales activity on a livestreamer side and a second object indicating reactions on viewers side together along a same time axis.

Abstract: Various embodiments of the disclosure disclose a method and a device including a display, a communication module, a memory, and a processor configured to be operatively connected to at least one of the display, the communication module, or the memory. The processor may be configured to perform ultra-wideband (UWB) communication through the communication module, retrieve at least one external device corresponding to a perceivable range of the UWB communication, based at least in part on the UWB communication, determine whether a configured condition is satisfied by a retrieved external device of the retrieved one or more external devices, perform an operation related to the retrieved external device when the retrieved external device satisfies the configured condition, and re-retrieve the at least one external device by changing the positioning angle when the retrieved external device does not correspond to the configured condition. Various embodiments are possible.

Abstract: An electronic device includes: at least one communication module, a memory, and a processor operably connected to the at least one communication module and the memory. The processor is configured to determine transmission offset information or contention phase information, which is associated with first communication, broadcast a first message including the transmission offset information or contention phase information by using the at least one communication module, receive at least one second message from at least one external electronic device via the at least one communication module, in response to the first message, and change the transmission offset information or contention phase information, on the basis of the at least one second message.

Abstract: A catheter is provided comprising localized regions of modified flexibility. The regions of modified flexibility may comprise a softened inner liner, for example softened via stretching the inner liner or disposing a plurality of holes in the inner liner, to modify the bending stiffness and/or tensile stiffness of the catheter. The catheter may further include an axially extending filament that at least partially overlaps the softened portion of the inner liner. The axially extending filament may include an anchoring section to anchor the at least one axially extending filament in a section of the catheter that includes the helical coil.

Abstract: In one example in accordance with the present disclosure, an electronic device is described. An example electronic device includes a calibration engine to receive display calibration measurement data generated by a calibration device for a display device. The example calibration engine is to determine a calibrated color profile to cause the display device to operate according to a baseline light condition based on the display calibration measurement data. The example electronic device also includes a color preset engine to generate a color preset for the display device based on the baseline light condition.