Abstract: A method for inspection for a photovoltaic module or cell is disclosed. The method includes acquiring one or more polarimetric images of the photovoltaic module or cell using a camera which may include a polarization sensor, analyzing the one or more polarimetric images, and identifying a presence of a defect in the photovoltaic module or cell. A device for inspection for a photovoltaic module or cell is also disclosed, wherein the device includes a camera having a polarimetric sensor and is configured to be positioned at one or more locations relative to a location of the photovoltaic module or cell.

Abstract: Provided are a chitin-based superabsorbent materials and method of preparation thereof. The superabsorbent material comprises chitin crosslinked by an epoxy crosslinker, and guanidine attached to the crosslinked chitin. The preparation method includes dissolving chitin in an aqueous solvent to form a solution; reacting the dissolved chitin with an epoxy crosslinker and guanidine, or a salt thereof, thereby forming a hydrogel; and drying the hydrogel.

Abstract: The present disclosure provides methods for detecting a high-risk phenotype of a mast cell tumor (MCT) in a biological sample from a mammal, preferably a dog. Kits, PCR probes and primers to detect high-risk MCT are also provided.

Abstract: A method for controlling a data center, comprising a plurality of server systems, each associated with a cooling system and a thermal constraint, comprising: a concurrent physical condition of a first server system; predicting a future physical condition based on a set of future states of the first server system; dynamically controlling the cooling system in response to at least the input and the predicted future physical condition, to selectively cool the first server system sufficient to meet the predetermined thermal constraint; and controlling an allocation of tasks between the plurality of server systems to selectively load the first server system within the predetermined thermal constraint and selectively idle a second server system, wherein the idle second server system can be recruited to accept tasks when allocated to it, and wherein the cooling system associated with the idle second server system is selectively operated in a low power consumption state.

Abstract: A method is provided to reduce the counting times in radiation detection systems using machine learning, wherein the method comprises: receiving output data from a detector which is to detect a target material from a target body; analyzing the output data; identifying a material of interest from the analyzed output data; and controlling a source of the target material to prevent the source from harming the target body. An apparatus is also provided which comprises: a detector to detect radiation and to provide an output data in real-time; and a processor coupled to the detector, wherein the processor is to: receive the output data; analyze the output data; identify a material of interest from the analyzed output data; and control a source of the target material.

Abstract: Reinforcement learning of beam codebooks for millimeter wave and terahertz multiple-input-multiple-output (MIMO) systems is provided. Millimeter wave (mmWave) and terahertz (THz) MIMO systems rely on predefined beamforming codebooks for both initial access and data transmission. These predefined codebooks, however, are commonly not optimized for specific environments, user distributions, and/or possible hardware impairments. To overcome these limitations, this disclosure develops a deep reinforcement learning framework that learns how to optimize the codebook beam patterns relying only on receive power measurements. The developed model learns how to adapt the beam patterns based on the surrounding environment, user distribution, hardware impairments, and array geometry. Further, this approach does not require any knowledge about the channel, radio frequency (RF) hardware, or user positions.

Abstract: A quantum-key distributed (QKD)-enabled communication architecture it devises for networked microgrids (NMGs). A real-time QKD-enabled NMGs testbed built in an RTDS environment, and a novel two-level key pool sharing (TLKPS) strategy it designs to improve the system resilience against cyberattacks. In the QKD-based microgrid testbed design there is used a real-time power system simulator, i.e., RTDS, including the QKD modeling, hardware connection, communication network design, and QKD integration. By integrating QKD features into a real-time microgrid simulator, this testbed offers a flexible and programmable testing environment for evaluating the performance of QKD-enabled microgrids under a variety of scenarios.

Abstract: A microRNA sensing platform is disclosed that is sensitive, accurate, easy to use, affordable, and that does not require expensive equipment on the part of the end-user. The sensing system can be used as a sensitive and accurate miRNA profiling platform to monitor the progression of diseases, or treatment regimen, or personalized diagnosis, or personalized prognosis. The entire RNA-induced silencing complex (RISC), which holds the mature miRNA, is preserved in the system. The RISC is allowed to perform its native functions. These native functions not only protect the miRNA from degradation during the isolation process, but can also help eliminate false targets. The system sensitively and selectively responds to the presence or absence of RISCs bearing the target miRNA.

Abstract: A surgical system is provided. The surgical system includes a camera operable to capture images and/or video. A projector is operable to project light, and a controller is communicatively coupled with the camera and the projector. The controller is operable to track movement of bone in real-time during surgery based on the images and/or video captured by the camera, and control the projector to project the light including a cutting line on the bone to indicate a cutting plane for cutting the bone during surgery.

Abstract: Aryl diimine first row metal compounds are described, as well as their synthesis and use as catalysts for the hydrofunctionalization of unsaturated organic compounds and main group element-main group element bond formation by dehydrogenative coupling.

Abstract: The present invention relates to a polymer comprising a repeating group having the structure of formula (I) wherein R, R1, R2, R3, R4, X, and s are as described herein and salt thereof. Also disclosed is a process of synthesizing such polymers.

Abstract: A system with an analyzer device in fluid communication with a sample of a bodily fluid is configured to chemically or electrochemically convert at least a portion of ammonium (NH4+) contained within the bodily fluid into ammonia (NH3) and dispel the converted ammonia (NH3) into a gas sensing chamber. An ammonia (NH3) sensor located within the gas sensing chamber in conjunction with a processor can quantify an amount of ammonia (NH3) present in the gas sensing chamber in relation to the total ammonia of the bodily fluid.

Abstract: Described herein are technologies for concentrating rare-earth elements from a heavy fraction of grit in gangue produced in kaolin mining. In some examples, grit is separated as a non-clay fraction of gangue produced in a kaolin mining operation. The grit is separated into a heavy mineral grit sub-fraction and a light mineral grit sub-fraction. Rare-earth elements, particularly heavy rare-earth elements, are thereafter extracted from the heavy mineral grit sub-fraction using various extraction technologies.

Abstract: Quantum network devices, systems, and methods are provided to enable long-distance transmission of quantum bits (qubits) for applications such as Quantum Key Distribution (QKD), entanglement distribution, and other quantum communication applications. Such systems and methods provide for separately storing first, second, third, and fourth photons, wherein the first and second photons and the third and fourth photons are respective first and second entangled photon pairs, triggering a synchronized retrieval of the stored first, second, third, and fourth photons such that the first photon is propagated to a first node, the second and third photons are propagated to a second node, and the fourth photon is propagated to a third node, and creating a new entangled pair comprising the first and fourth photons at the first and third nodes to transmit quantum information.

Abstract: The present disclosure relates to a method of forming an antenna layer for use in a light emitting device, the method comprising providing a plurality of particles on a support layer so that a space is formed between at least two particles of the plurality of particles, depositing a material so that at least a portion of the material passes through the space between the at least two particles on to the support layer and removing the plurality of particles from the support layer, the portion of the material remaining on the support layer to form at least a part of the antenna layer.

Abstract: This disclosure provides systems and methods for storing and preserving an implantable device. The system comprises a first sealable container; a second sealable container housed within the first sealable container; and a storage solution comprising a zinc compound contained in the second sealable container. The storage solution exhibits antimicrobial activity of inhibiting or controlling growth of microbial organisms and is capable of maintaining the implantable device in a hydrated state.

Abstract: Method of ultrasound-assisted 3D bioprinting includes depositing a bioink fluid matrix containing a suspension of cells into a chamber comprising two piezo transducers on opposing ends of the chamber. The method further includes vibrating the piezo transducers to generate longitudinal bulk acoustic waves within the bioink fluid matrix such that waves from opposing piezo transducers superimpose to form a standing bulk acoustic wave to drive the cells to cluster and align along one or more nodes or nodal planes formed within the bioink fluid matrix at points of intersection of the standing bulk acoustic wave. The nodes or nodal planes are spaced apart from each other by a distance equaling half a wavelength of the standing bulk acoustic wave. The nodes or nodal planes further mimic a contour of the vibrating surfaces of the piezo transducers.

Abstract: The present disclosure is directed towards systems and methods built for predictively timing the inflation and/or deflation of an intra-aortic balloon pump. A controller operates in three states: (1) initialization state, (2) learning state, and (3) peak detection state. The controller decomposes a patient's electrocardiogram signal to a power signal. It then learns characteristics of the patient's electrocardiogram signal during the learning state and computes adaptive threshold parameter values. During the peak detection state, the controller applies the learnt threshold parameter values on a current electrocardiogram signal to identify occurrence and timings of R peaks in the electrocardiogram signal. The R-to-R peak timings are then used to trigger inflation of an intra-aortic balloon pump.

Abstract: A steerable assembly comprises an elongated body structure with an implement arranged at a distal end thereof, wherein a premagnetized material is arranged closer to the distal end than a proximal end, and is configured to enable steering of the implement through tissue of an animal body responsive to application of a magnetic field eternal to the body. A method for guiding passage of an implement through tissue includes altering strength and/or position of at least one magnetic field source external to an animal body to interact with and effectuate movement of a premagnetized material inserted into the animal body.

Abstract: A dielectric coated plasmonic photoemitter is provided. An aspect of the present photonic apparatus includes a conductive photoemitter including a dielectric material coating or layered on a metallic core. The dielectric material being configured to enhance a local optical field strength and current density of the photoemitter as compared to a bare photoemitter without the dielectric layer. The dielectric layered photoemitter being tunable to transmit photoemissions from corners thereof with different photonic characteristics depending on a laser wavelength pulse received.