Abstract: The present invention relates to an X-ray imaging system (10). The X-ray imaging system comprises an optical camera (20), an X-ray imaging device (30), a processing unit (40), and an output unit (50). The optical camera is configured to acquire an optical image of a body part (BP) of a patient or an optical image of the head of the patient. The X-ray imaging device is configured to acquire an X-ray image of the body part of the patient. The processing unit is configured to determine an orientation of the body part, the determination comprising utilization of the optical image of the body part or utilization of the optical image of the head of the patient. The processing unit is configured to annotate the X-ray image of the body part with the orientation. The output unit is configured to output the orientation annotated X-ray image.

Abstract: A method of increasing the interference contrast in interferometric scattering optical microscopy. The method comprises providing a particle detection region comprising a chamber or channel having a boundary defined by one or more interfaces, illuminating a particle in the particle detection region with coherent light using an objective lens such that the light is reflected from the interface and scattered by the particle, capturing the reflected light and the scattered light using the objective lens, and providing the captured reflected and scattered light to an imaging device to image interference between the reflected light and the scattered light. The particle is illuminated by coherent light at an oblique angle to the interface.

Abstract: A fuel cell power system is disclosed comprising: a container; a fuel cell stack; power electronics and a battery electrically connected to the fuel cell stack. A plurality of heat exchangers are mounted on a plurality of walls on the container, each heat exchanger having an inlet louver for drawing outside air into the container. A plurality of coolant lines are connected to the plurality of heat exchangers. At least one of the coolant lines circulates hot coolant from the fuel cell power system to the heat exchanger. At least one of the coolant lines circulates cold coolant to the fuel cell stack. A pump transfers coolant throughout the coolant lines. A plurality of fan assemblies are mounted on top of the container, the plurality of fan assemblies are configured to draw the outside air through the heat exchangers and expel exhaust air out of the container.

Abstract: In some implementations, there is a method In some embodiments, there may be provided a method that includes extracting a system landscape from a target system being converted from using synchronous application program interface calls among a plurality of entities and a database instance to using an asynchronous event messaging among the plurality of entities and the database instance; determining, based on the extracted system landscape, clusters indicative of call patterns among the plurality of entities and the database instance; and providing, using the clusters, at least one proposal to convert the system to the asynchronous event messaging among the plurality of entities and the database instance. Related systems, methods, and articles of manufacture are also disclosed.

Abstract: Aspects presented herein relate to methods and devices for data or graphics processing including an apparatus, e.g., a GPU. The apparatus may obtain an indication of a set of data threads corresponding to a set of workloads. The apparatus may also identify a locality of each of the set of workloads corresponding to the set of data threads. Further, the apparatus may store the access pattern of the at least one cache line for a first set of workloads in the set of workloads, where the first set of workloads corresponds to a first set of data threads in the set of data threads. The apparatus may also store, or refrain from storing, data for at least one second set of workloads in the set of workloads based on the access pattern of the at least one cache line for the first set of workloads.

Abstract: Disclosed herein are systems and methods for self-isolation of power-management integrated circuits (PMICs) of memory modules under and in response to fault conditions. In an embodiment, a PMIC is operably engaged with a memory module that is operably engaged with a platform. The memory module includes a non-volatile-memory block having a power supply controlled by the PMIC. The PMIC has a critical-fault signal pin that can be asserted to shut down the platform. The PMIC determines whether at least one critical fault occurred during a prior cycle, and also determines whether a critical fault occurs during a bootup sequence during a current cycle. Based on determining that a prior-cycle critical fault occurred and that a critical fault occurs during the bootup sequence, the PMIC sets a critical-fault indicator corresponding to the current critical fault; powers down the power supply; and does not assert the critical-fault signal pin.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may transmit a sounding reference signal (SRS) on a first set of sub-bands (305). The UE may report channel state information (CSI) associated with a second set of sub-bands (310). The first set of sub-bands may be different from the second set of sub-bands. The CSI may include information that identifies one or more frequency domain correlations among the first set of sub-bands and the second set of sub-bands. Numerous other aspects are described.

Abstract: In a wireless communication system, a user equipment (UE) vendor and a network entity vendor may configure one or more UEs and network entities to perform data collection, and to train for channel status information (CSI) feedback (CSF) models.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive a configuration for a reference signal used for data collection and/or a first message that indicates that data collection based on the reference signal is allowed. The UE may receive the reference signal. The UE may collect data based at least in part on the reference signal. The UE may transmit the data that is collected. Numerous other aspects are described.

Abstract: In a wireless communication system, a user equipment (UE) vendor and a network entity vendor may configure one or more UEs and network entities to perform data collection, and to train for channel status information (CSI) feedback (CSF) models.

Abstract: A timing-calibration circuit uses an active phase interpolator to calibrate clock delays through a number of passive fractional delay elements. The timing-calibration circuit minimizes system-wide power consumption by limiting the number and usage of active phase interpolators for delay adjustment in favor of the passive fractional delay elements.

Abstract: A method includes receiving, via a network portal, historical user information from a user. The historical user information includes one or more of personal identifying information of the user, education history of the user, or employment history of the user. The method also includes generating an authentication credential for the user. Additionally, the method includes verifying a portion of the historical user information based on information from one or more third-party entities. The method includes generating a trusted data record that includes the portion of the historical user information verified with the one or more third-party entities. Also, the method includes cryptographically securing the trusted data record using the authentication credential of the user.

Abstract: Systems and techniques are provided for accelerated ray tracing. For instance, a process can include obtaining a hierarchical acceleration data structure that includes a plurality of primitives of a scene object and obtaining a respective information value associated with each primitive included in the plurality of primitives. A sort order can be determined for two or more nodes included in a same level of the hierarchical acceleration data structure at least in part by sorting the two or more nodes based on a respective sorting parameter value determined for each respective node of the two or more nodes. Each respective sorting parameter value can be determined based on at least one information value associated with one or more primitives included in a sub-tree of each respective node of the two or more nodes. The hierarchical acceleration data structure can be traversed using the sort order.

Abstract: Methods and systems and computer-readable media are provided for dual optimization of pick walk and tote fill rates in order picking. Embodiments provide improved order picking speed and quality by optimizing pick routing with consideration of both proximity constraints and tote value constraints. Tote value constraints can include constraints on carrying capacity, volume, size in a particular dimension, or weight capacity.

Abstract: Some examples of the techniques described herein may provide encoding or decoding approaches to generate vectors that meet an orthogonality condition in vector compression procedures (e.g., vector compression or decompression). Encoder layers (e.g., neural network layers) on the encode side may generate orthogonal compressed vectors or decoder layers (e.g., neural network layers) on the decode side may generate orthogonal decompressed vectors. For instance, a neural network layer may be trained to generate a compressed or decompressed vector that satisfies an orthogonality condition relative to one or more previously compressed or decompressed vectors in accordance with a dependency order or a compression sequence. An indication of the dependency order may be communicated between the encode side and the decode side to order encoder or decoder layers (e.g., to execute encoder or decoder layers in the compression sequence) to produce compressed or decompressed vectors that satisfy an orthogonality condition.

Abstract: Aspects described herein relate to using machine learning (ML) models for performing channel state information (CSI) encoding or decoding, CSI-reference signal (RS) optimization, channel estimation, etc. The ML models can be trained by a user equipment (UE), separately by the UE and a network node (e.g., base station), or jointly by the UE and network node.

Abstract: Semiconductor processing chambers and systems, as well as methods of cleaning such chambers and systems are provided. Processing chambers and systems include a chamber body that defines a processing region, a liner positioned within the chamber body that defines a liner volume, a faceplate positioned atop the liner, a substrate support disposed within the chamber body, and a cleaning gas source coupled with the liner volume through a cleaning gas plenum and one or more inlet apertures. Systems and chambers include where at least one of the one or more inlet apertures is disposed in the processing region between the faceplate and a bottom wall of the chamber body.

Abstract: Systems and methods for proactive and automated pre-transaction verification and authentication of electronic transfers are described. In various examples, transaction details associated with an electronic transfer (e.g., a wire transfer, an Automated Clearing House (ACH) transfer, a peer-to-peer (P2P) transfer, or a cryptocurrency transfer) are verified and the recipient is authenticated by a transaction verification service associated with an electronic transfer service provider (e.g., a financial institution, a peer-to-peer (P2P) payment system, or a custodial wallet provider) prior to permitting the electronic transfer to proceed. In this manner, electronic transfers are secured against electronic transfer fraud and/or mistaken fund or asset transfers, for example, to an incorrect account (or an incorrect cryptocurrency wallet) by the electronic transfer service provider.

Abstract: Embodiments are related to metaverse collaborative environment monitoring. An aspect includes providing a virtual room in a virtual environment, a content in the virtual room initially being excluded from monitoring. An aspect includes monitoring a context associated with the virtual room and determining that the context of the virtual room meets at least one condition. An aspect includes deploying at least one virtual camera for monitoring the content in the virtual room, in response to determining that the context of the virtual room meets the at least one condition. Participants are alerted in the virtual room that monitoring is occurring in the virtual room.

Abstract: Systems and methods for the generation of a sequence of related text-based search queries.