Abstract: In various examples, systems and methods are disclosed relating to neural networks for three-dimensional (3D) scene representations and modifying the 3D scene representations. In some implementations, a diffusion model can be configured to modify selected portions of 3D scenes represented using neural radiance fields, without painting back in content of the selected portions that was originally present. A first view of the neural radiance fields can be inpainted to remove a target feature from the first view, and used as guidance for updating the neural radiance field so that the target feature can be realistically removed from various second views of the neural radiance fields while context is retained outside of the selected portions.

Abstract: Aspects of the present disclosure relate to apparatus, systems, and methods of using atomic hydrogen radicals with epitaxial deposition. In one aspect, nodular defects (e.g., nodules) are removed from epitaxial layers of substrate. In one implementation, a method of processing substrates includes selectively growing an epitaxial layer on one or more crystalline surfaces of a substrate. The epitaxial layer includes silicon. The method also includes etching the substrate to remove a plurality of nodules from one or more non-crystalline surfaces of the substrate. The etching includes exposing the substrate to atomic hydrogen radicals. The method also includes thermally annealing the epitaxial layer to an anneal temperature that is 600 degrees Celsius or higher.

Abstract: A portable confocal optical scanning microscopic device includes an optical path module, a light source module, a light receiving module and an object stage, wherein the optical path module includes a beam splitter and a focusing lens; the light source module includes a light generator for generating an incident light and can be injected into the beam splitter; the light receiving module includes a spatial filter; the object stage is for setting a test specimen. The optical path module, the light source module, the light receiving module, and the object stage can be disassembled and assembled on the operating board to flexibly configure an adaptive combination capable of performing the optical scanning.

Abstract: An IC test method, comprising: electrically connecting a circuit board to a first IC; generating a first test signal to test the first IC; electrically connecting the circuit board to a first adaption board, and electrically connecting a second IC to the first adaption board, wherein a first connection mechanism between the first IC and the circuit board and a second connection mechanism between the second IC and the circuit board are different; and generating a second test signal to test the second IC by the control IC.

Abstract: An immersion heat dissipation system having two circulations includes a tank body, a first working fluid, a liquid heat exchanger, a first circulation pipe unit, a first fluid driving unit, a gas transfer apparatus, a gas heat exchanger, a second circulation pipe unit, a second working fluid, and a second fluid driving unit. The tank body accommodates the first working fluid and the liquid heat exchanger immersed in the first working fluid. The first circulation pipe unit is in communication with the tank body to form a first circulation path. Through the second circulation pipe unit, the liquid heat exchanger is connected to the gas heat exchanger to form a second circulation path. The first working fluid and the second working fluid are driven by the first fluid driving unit and the second fluid driving unit, respectively, to flow toward the liquid heat exchanger for heat dissipation.

Abstract: A situational air bubble spa machine is provided, which includes a control host, an air provider, pipe fittings, and a bubble bathmat. The control host is communicated to the air provider. The air provider and the bubble bathmat are connected through the pipe fittings. The control host includes a main body, a light emitting element arranged inside the main body, a control button set arranged on the top surface of the main body. The control button set includes a startup/shutdown button which is used to regulate the startup/shutdown of the control host, an intensity button is used to regulate the air flow provided by the air provider to the bubble bathmat, thereby regulating the bubble density, and a lighting button is used to control the startup, shutdown, and lighting mode of the light emitting elements, and a fixing bracket is arranged on the bottom surface of the main body.

Abstract: An automated molecular operating system includes at least one centrifuge tube carrying module, a transport module, a plurality of temperature control modules, a capping module, a magnetic field module and an automated processing module. The automated processing module is electrically connected to the transport module, the temperature control modules, the capping module and the magnetic field module, and controls the transport module to move the centrifuge tube carrying module, so that a centrifuge tube contained in the centrifuge tube carrying module makes a reaction in the temperature control modules, and the magnetic field module or the capping module is provided to the centrifuge tube according to requirements, such that a specimen in the centrifuge tube can be automatically subjected to nucleic acid extraction, nucleic acid amplification, primer labeling, reverse transcription or a combination thereof, thereby reducing manual operation errors and increasing the ease of operation.

Abstract: A method of fabricating a photonic device includes: forming a photonic device structure that includes a SOI substrate, which includes a bulk substrate layer, a buried oxide layer on the bulk substrate layer and an active semiconductor layer on the buried oxide layer; forming an electrically conducting layer in electrical contact of the buried oxide layer, and forming a BEOL structure on a surface of the active silicon layer.

Abstract: Systems and methods for compressing data are described. One of the methods includes receiving a plurality of measurement signals from one or more sensors coupled to a radio frequency (RF) transmission path of a plasma tool. The RF transmission path is from an output of an RF generator to an electrode of a plasma chamber. The method includes converting the plurality of measurement signals from an analog form to a digital form to sample data and processing the data to reduce an amount of the data. The amount of the data is compressed to output compressed data. The method includes sending the compressed data to a controller for controlling the plasma tool.

Abstract: An electronic device includes a back board, plurality of light emitting units arranged on the base, an optical film arranged on the plurality of light emitting units, and a reflective component arranged on the base and including a first surface. The back board includes a base, a side portion, and a top portion, wherein in a cross section view, an extension direction of the side portion is different from an extension direction of the base and an extension direction of the top portion; wherein an end of the side portion is connected to the base and another end of the side portion is connected to the top portion.

Abstract: A plating membrane includes a support structure extending radially outward from a nozzle that is to direct a flow of a plating solution toward a wafer. The plating membrane also includes a frame, supported by the support structure, having an inner wall that is angled outward from the nozzle. The outward angle of the inner wall relative to the nozzle directs a flow of plating solution from the nozzle in a manner that increases uniformity of the flow of the plating solution toward the wafer, reduces the amount of plating solution that is redirected inward toward the center of the plating membrane, reduces plating material voids in trenches of the wafer (e.g., high aspect ratio trenches), and/or the like.

Abstract: A data analyzer highlighter highlights elements of a user interface to enable a user to better understand and analyze the data presented. To do this, a first visualization is generated in a user interface. A configuration panel including elements for selecting statistical techniques is also generated in the user interface. Selections are obtained via the user interface of one or more statistical techniques. Then statistics are determined from the dataset using each of the one or more selected statistical techniques. Rows of data or the columns of data are then sorted based on a number of extreme values in the particular row or column, wherein the extreme value is a minimum value, a maximum value, or an outlier value. A second visualization sorted based on the number of extreme values in the particular row or column is then generated in the user interface.

Abstract: Anomalies may be detected using a multiple machine learning model anomaly detection framework. A clustering model is trained using an unsupervised machine learning algorithm on a historical anomaly dataset. A plurality of clusters of records are determined by applying the historical anomaly dataset to the clustering model. Then it is determined whether each cluster of the plurality of clusters is an anomaly-type cluster or a normal-type cluster. The plurality of labels for the plurality of records are updated based on the particular record's cluster classification. Non-pure clusters are determined from among the plurality of clusters based on a purity threshold. A supervised machine learning model is trained for each of the non-pure clusters using the records in the given cluster and the labels for each of those records. Then, predictions of an anomaly are made using the clustering model and the supervised machine learning models.

Abstract: The present application provides an adapter, a pipe assembly, a glue gun head and a glue applying device. The adapter is configured to connect a first pipe member to a second pipe member, wherein the adapter includes: a pipe joint, having a first accommodating part and a second accommodating part which are disposed at an interval in a first direction, the first accommodating part being configured to connect with the first pipe member, and the second accommodating part being configured to connect with the second pipe member; and a first sealing ring, disposed between the first accommodating part and the second accommodating part, so that the first pipe member and the second pipe member are able to abut against the first sealing ring from both sides of the first sealing ring in the first direction.

Abstract: The present application relates to a feeding device and a battery manufacturing system. The feeding device is used for picking and placing a protective part and a workpiece accommodated in the protective part, the feeding device comprises a base, a first picking mechanism and a second picking mechanism, the first picking mechanism is arranged on the base and used for picking and placing the workpiece and the second picking mechanism is arranged on the base and used for picking and placing the protective part. The battery manufacturing system includes the above feeding device. The above feeding device and battery manufacturing system utilize the first picking mechanism of the feeding device to pick and place the workpiece accommodated in the protective part, and can utilize the second picking mechanism to pick and place the protective part after removing the workpiece.

Abstract: A pallet, a battery processing device, and a battery production line is disclosed. The battery production line includes the battery processing device, and the battery processing device includes the pallet. The pallet includes a bottom support and a limiting structure. The limiting structure is disposed on the bottom support and encloses a plurality of limiting spaces; the limiting spaces are located on a side of the bottom support in a first direction (Z) and are used for limiting batteries; and the plurality of limiting spaces have different projections in the first direction (Z). In this way, the plurality of limiting spaces can be used for limiting batteries of a plurality of different models separately, that is, the pallet can be applicable to batteries of a plurality of different models, improving the compatibility and versatility of the pallet.

Abstract: Disclosed are a feeding apparatus, a gluing device, and a control method of the feeding apparatus. The feeding apparatus includes a pumping mechanism having a suction end configured to suction a material fluid from a material container, where the suction end is provided with a pressing member; an exhaust mechanism disposed on the pressing member and configured to evacuate a first region formed between the pressing member and a liquid surface of the material fluid in the material container; and a controller signally connected to the exhaust mechanism and configured to: in response to the pressing member arriving at a first relative position with respect to the material container, make the exhaust mechanism to perform evacuation.

Abstract: Provided are a pre-stacking apparatus and battery processing equipment. The pre-stacking apparatus includes a mounting seat, a tray, a first clamping assembly, a second clamping assembly, and a pushing assembly. The second clamping assembly is disposed movably along a height direction of the battery cells, allowing the second clamping assembly to smoothly clamp the battery cells when the battery cells have moved to a pressurization position while not affecting the movement of the battery cells along with the tray otherwise, thus achieving smooth movement of the battery cells between the pre-stacking position and the pressurization position.

Abstract: This application provides a module tray and a battery production device. The module tray includes: a tray body configured to support a battery module; two clamping plates extending along a first direction respectively; and a clamping mechanism configured to support and drive the two clamping plates to cooperatively clamp and fix the battery module; where the clamping mechanism is mounted on the tray body, and the clamping plate is mounted on the clamping mechanism. The tray body is provided for supporting the battery module, and the clamping mechanism is provided to push the two clamping plates to cooperatively clamp and fix two opposite sides of the battery module on the tray body, so that the shake of the battery module can be alleviated during movement, and the displacement of battery cells in the battery module can also be reduced, facilitating the subsequent processing and manufacturing.

Abstract: The disclosure provides a compensating circuit for overdriving a data signal of display device. The compensating circuit includes a memory circuit, an offsetting circuit and an overdriving value generator. The memory circuit stores a first offset gray value of a first frame period. The offsetting circuit receives the first offset gray value, a duty value of an emission driving signal and a current gray value of the data signal. The offsetting circuit generates a second offset gray value of a second frame period according to the duty value, the current gray value and the first offset gray value, and stores the second offset gray value into the memory circuit. The overdriving value generator generates an overdriving value for overdriving the data signal to generate a compensated data signal according to the second offset gray value and the current gray value.