Abstract: Generating trajectories from an implicit neural representation (INR) model to predict human mobility in uncertain traffic conditions includes receiving geocoordinate data representing vehicle motion observations of a traffic pattern; receiving a road network based on the geocoordinate data; training the INR model to learn continuous, latent fields of stochastic traffic properties over space and time based on the geocoordinate data; utilizing the INR model to extract spatio-temporal speed distributions from the geocoordinate data; applying a near-shortest-path, heuristic algorithm, weighted by predictions of the INR model, to produce real-world routing choices for traversing the road network; generating trajectories for transportation between an origin and destination in the road network using the algorithm and the predictions of the INR model, wherein the trajectories reflect non-deterministic and diverse route choices in the road network; and outputting generated trajectories to improve routing choices for a

Abstract: An artificial intelligence system for producing an implicit representation of a three-dimensional (3D) scene including a 3D object by training a neural network including an encoder configured for encoding data indicative of a 3D point cloud of a shape of the object into grid-based features capturing multiple resolutions of the object and a decoder, the system comprising: a processor and a memory having instructions stored thereon that cause the processor to: (i) receive input data indicative of an oriented point cloud of a 3D scene including a 3D object, the input data indicating 3D locations of points of the 3D point cloud and orientations of the points defining a normal to a surface of the 3D object at locations proximate to the 3D locations of the points; and (ii) train the encoder and the decoder to produce an implicit representation of the 3D object.

Abstract: A microelectromechanical sensing device includes a substrate, a plurality of support structures and a sensing structure. The sensing structure is supported by the plurality of support structures and is disposed above the substrate. The sensing structure includes a first dielectric layer, an electrode layer, a sensing layer and a second dielectric layer. The first dielectric layer has a dielectric top surface coplanar with the support top surface of each of the support structures. The electrode layer is disposed on the first dielectric layer and directly contacts the plurality of support structures. The sensing layer is disposed on the first dielectric layer and a projection of the sensing layer toward the substrate does not overlap the plurality of support structures. The second dielectric layer is disposed on the electrode layer and the sensing layer, wherein the first dielectric layer and the second dielectric layer are made of the same material.

Abstract: Provided is a resist composition for photolithography and a method for manufacturing a semiconductor device using the same. The resist composition includes a metal-oxo cluster having a counter anion, the counter anion is a carboxylate anion having a substituted or unsubstituted unsaturated hydrocarbon group having 2 to 20 carbons, or a sulfonate anion having a substituted or unsubstituted unsaturated hydrocarbon group having 2 to 20 carbons.

Abstract: Aspects of the application relate to methods and compositions for delivering therapeutic nucleic acids to neural cells or tissue in a subject. Additional aspects of the application relate to therapeutic nucleic acids, for example therapeutic ribozymes, that are useful for inhibiting viral reactivation in a subject.

Abstract: Provided is a carbon dioxide capturing apparatus comprising: a reaction tower including a carbon dioxide adsorption unit or a carbon dioxide absorption unit which adsorbs or absorbs carbon dioxide from exhaust gas; desorption tower connected to the reaction tower and including an adsorbent heating unit for heating an adsorbent circulating inside or an absorbent heating unit for heating an absorbent circulating inside; an adsorbent or absorbent which circulates in the reaction tower and the desorption tower and alternately adsorbs and desorbs carbon dioxide or alternately absorbs and desorbs carbon dioxide; and a heat exchange unit which desorbs carbon dioxide from the adsorbent on which carbon dioxide is adsorbed or the absorbent in which carbon dioxide is absorbed, through heat exchange between the adsorbent on which carbon dioxide is adsorbed and the heated adsorbent, or between the absorbent in which carbon dioxide is absorbed and the heated absorbent, wherein the adsorbent on which carbon dioxide is adsor

Abstract: A coating and developing device comprises a front end module (100), a process station (200), and an interface station (300) that are successively connected, wherein the process station (200) comprises a coating unit (210), a developing unit (220), at least one transversely moving of mobile conveying part (230), and at least one side robot (R0). After a substrate has been processed in the coating unit (210), the substrate is transferred to the mobile conveying part (230) by the at least one side robot (R0), and the substrate is transferred to the interface station (300) by the mobile conveying part (230). After the substrate has been processed in the developing unit (220), the substrate is transferred to the mobile conveying part (230) by the at least one side robot (R0), and the substrate is transferred to the front end module (100) by the mobile conveying part (230).

Abstract: A system may forecast a workload for a cluster of nodes in a database management system. The system may generate a reconfiguration plan based on the forecasted workload. The system may obtain a heterogenous configuration set. The heterogenous configuration set may include respective configuration sets for the complete sets of nodes. The system may forecast, based on a first machine learning model, respective performance metrics for nodes in each of the complete sets. The system may forecast a cluster performance metric for the entire cluster of nodes based on a second machine learning model. The system may include, in response to satisfaction of an acceptance criterion, the heterogenous configuration set in the reconfiguration plan. The system may cause the cluster of nodes to be reconfigured based on the reconfiguration plan.

Abstract: The present invention relates to an image encoding/decoding method and apparatus. An image encoding method according to the present invention may comprise generating a transform block by performing at least one of transform and quantization; grouping at least one coefficient included in the transform block into at least one coefficient group (CG); scanning at least one coefficient included in the coefficient group; and encoding the at least one coefficient.

Abstract: Provided is a semiconductor device including: a substrate; a plurality of bit lines located on the substrate and disposed in parallel in a first horizontal direction at predetermined intervals; a plurality of channel patterns respectively arranged on the bit lines in a zigzag pattern along both side edges of the bit lines, and each extending in a vertical direction; a plurality of first word lines commonly connected to the plurality of channel patterns arranged along one side edges of the bit lines; a plurality of second word lines commonly connected to the plurality of channel patterns arranged along the other side edges of the bit lines, disposed in parallel in the second horizontal direction at predetermined intervals, and disposed at a different height from the first word lines; and a gate insulating pattern located between the plurality of channel patterns and the plurality of first or second word lines.

Abstract: The present disclosure discloses a pneumatic conveying system and an optimized configuration method. The pneumatic conveying system uses a pressure-type elephant bionic trunk conveying pipeline to convey a material or uses a suction-type elephant bionic trunk conveying pipeline to convey a material, wherein the pressure-type elephant bionic trunk conveying pipeline is a pipeline with a gradually enlarged inner diameter, and the suction-type elephant bionic trunk conveying pipeline is a pipeline with a gradually reduced inner diameter.

Abstract: A semiconductor device, comprising: a substrate; a plurality of bit lines located on the substrate, and disposed parallel to each other in a first horizontal direction; a plurality of word lines located on the bit line, and disposed parallel to each other in a second horizontal direction substantially perpendicular to the first horizontal direction; a plurality of channel patterns arranged in an array on the bit line, the plurality of channel patterns; a gate insulating pattern located between the plurality of channel patterns and the plurality of word lines; a plurality of switching insulating layers each formed on an upper surface of each of the plurality of channel patterns, at least a portion of which has a thickness that an electron can penetrate upon application of a voltage; and a plurality of control electrodes disposed parallel to each other to connect the plurality of switching insulating layers, is disclosed.

Abstract: The present invention discloses a transfer method of thin wafer. For thin wafers with different thicknesses, in different transfer stages, a Bernoulli manipulator uses different gas flow rates, so that the problem of chipping of wafers during transfer is solved. Specifically, in a process of moving a wafer out of a wafer cassette, a Bernoulli manipulator uses a small gas flow rate, so as to reduce the suction force on the wafer and weaken warping deformation of the wafer, thereby reducing the risk of cracking or chipping in the process of moving the wafer out of the wafer cassette; after the wafer is moved out of the wafer cassette and in a process of transferring same to a processing chamber, the Bernoulli manipulator uses a large gas flow rate, so as to increase the suction force on the wafer, thereby ensuring the wafer can be stably suctioned on the Bernoulli manipulator during transfer, and avoiding wafer slipping.

Abstract: The present invention provides single chain T cell engager (TCE) molecules having an scFab that binds a target antigen and an scFv that binds CD3, and TCE molecules that bind CCR8 and CD3. Methods of treating cancer are also provided.

Abstract: The present invention relates to a method and apparatus for re-training model by recognizing uncertainty in online user behavior detection. A method for training a model related to user behavior detection according to an embodiment of the present disclosure may comprise: detecting one or more behavior instances having a type of user behavior and a time interval of the user behavior; calculating at least one of a first uncertainty value for the type of user behavior or a second uncertainty value for the time interval of the user behavior; generating a first data newly labeling the type of user behavior or a second data newly labeling the time interval of the user behavior; and training a model that recognizes the user behavior information on a frame-by-frame basis.

Abstract: An apparatus for determining an erroneous cause for a belief and presenting interventions. The apparatus includes one or more memories comprising processor-executable instructions; and one or more processors configured to execute the processor-executable instructions and cause the apparatus to receive a communication through at least one of a direct method or indirect method, extract a target belief, identify an attributable cause based on the communication, compile known causes of the target belief and determine if the known cause is false, compare the attributable cause to the known causes and generate a score based on an amount of similarities, determine that the attributable cause corresponds to a known cause that is false, when the score is greater than a predetermined threshold, and generate interventions for presentation on the user interface device based on the determination that the attributable cause corresponds to the known cause that is false.

Abstract: The present invention relates to a material for treating acidic mine wastewater with high concentration, wherein the material is obtained by calcining fly ash with Ca(OH)2 at high temperature of 600° C. to 800° C., the material can simultaneously remove SO42?, iron ions, manganese ions in high concentration acidic mine wastewater and significantly increase the pH of the wastewater, is simple to prepare and has good promise in simultaneous removal of multiple metals and inorganic salts in high concentration acidic mine wastewater.

Abstract: A method for controlling an ego vehicle in an environment includes detecting one or more changes in a position of an agent vehicle over time in accordance with capturing at least a first representation of the environment and a second representation of the environment via one or more sensors associated with the ego vehicle. The method also includes determining a velocity of the object based on detecting the one or more changes. The method further includes classifying the agent vehicle as parked based on the velocity and contextual data associated with the agent vehicle and/or the environment. The method still further includes planning a trajectory for the ego vehicle based on classifying the agent vehicle as parked. The method also includes controlling the ego vehicle to navigate along the trajectory.

Abstract: A device for decoding a feature map according to the present disclosure comprises an image decoding unit to decode an image from a bitstream; an inverse format conversion unit to restore a feature map latent representation by converting a formation of a decoded image; and a feature map restoration unit to restore a multi-layer feature map from the feature map latent representation. Here, the feature map restoration unit restores the multi-layer feature map based on a learned neural network parameter.

Abstract: This disclosure relates to a biological tissue forming method includes the following steps: providing a biological tissue forming package with a base, a membrane, a sliding assembly and a sealing film that seals a chamber of the base used for receiving the membrane and the sliding assembly with one of the base and the sealing film being light-transmitting; passing a biological tissue fluid through the sealing film and the sliding assembly so as to be dispensed on the membrane; moving the sliding assembly away from a covering position used for covering the membrane via at least one passive magnetic element so as to expose the biological tissue fluid on the membrane; and emitting the biological tissue fluid exposed on the membrane by a curing light transmitting through the one of the base and the sealing film so as to cure the biological tissue fluid into a biological tissue.