Abstract: In certain embodiments, a method includes receiving, in association with a configuration of a proposed cloud solution, a selection of a first cloud solution aspect made by a user of a guidance tool, and generating, using a hybrid recommender system, a recommendation for a subsequent selection of a second cloud solution aspect of the configuration of the proposed cloud solution. The hybrid recommender system may include a collaborative filtering system and a content-based filtering system, and may generate the recommendation according to information that includes user information, prior configuration information, and the selection. The method further includes providing the recommendation to the user via a user interface of the guidance tool; receiving the subsequent selection; and generating, by the guidance tool, a proposed cloud solution output based at least in part on the selection and the subsequent selection.

Abstract: In certain embodiments, a method includes receiving, in association with a configuration of a proposed cloud solution, a selection of a first cloud solution aspect made by a user of a guidance tool, and generating, using a hybrid recommender system, a recommendation for a subsequent selection of a second cloud solution aspect of the configuration of the proposed cloud solution. The hybrid recommender system may include a collaborative filtering system and a content-based filtering system, and may generate the recommendation according to information that includes user information, prior configuration information, and the selection. The method further includes providing the recommendation to the user via a user interface of the guidance tool; receiving the subsequent selection; and generating, by the guidance tool, a proposed cloud solution output based at least in part on the selection and the subsequent selection.

Abstract: A cathode for a battery including agglomerates of carbonaceous particles. Each carbonaceous particle includes a plurality of porous regions nested within each other. Each of the respective porous regions is characterized by one or more of a corresponding porosity or a corresponding pore density and a plurality of carbon fragments disposed across the plurality of porous regions. Each carbon fragment is separated from an adjacent carbon fragment by mesopores.

Abstract: A write assist circuit includes a first power control circuit and second power control circuit, each comprising a first switch and second switch. The first switch of first power control circuit has first drive strength and is configured to be controlled by a column select line, a power control line, a first bit line, and a power supply. The first switch of the second power control circuit has the first drive strength and is configured to be controlled by the column select line, the power control line, a second bit line, and the power supply. The second switch has a second drive strength and is configured to be controlled by the power control line. The first switches are configured to be controlled using input data on first- and second-bit line, respectively, for altering power supply to first inverter and second inverter of SRAM bitcell.

Abstract: A cathode with one or more carbonaceous regions positioned adjacent to one another. At least one region includes carbonaceous particles, where each particle includes carbon fragments and a deformable perimeter that may coalesce with adjacent particles. At least one region may include aggregates, where each aggregate may be formed of several particles joined to one another. Pores may be interspersed throughout the aggregates. At least one region may include agglomerates, where each agglomerate may be formed of a multitude of the aggregates joined to one other. At least one region has an electrical conductivity in an approximate range between 500 S/m to 20,000 S/m at a pressure of 12,000 pounds per square in (psi).

Abstract: In some implementations, a metal air battery includes an anode and a cathode opposite to the anode. The cathode may be formed as a textured carbon-based scaffold and include an opening into the metal air battery. The metal air battery may include a nano-fibrous membrane (NFM) containing a liquid electrolyte and a functionalized carbon structure may be disposed between the cathode and the NFM. The functionalized carbon structure may allow moisture and oxygen from ambient air to permeate through the NFM and diffuse throughout the textured scaffold of the cathode. A moisture barrier layer may be laminated over the cathode and positioned, by a user, in one of two states. When in a first state, the moisture barrier layer may seal the opening. When in a second state, the moisture barrier layer may allow the moisture and the oxygen to enter the textured scaffold.

Abstract: An enclosure for a coil in a substrate processing system includes a first body comprised of a dielectric material. The first body includes a first surface, a second surface, a first edge, and a second edge, and the first surface defines an interior volume of the enclosure configured to contain the coil. At least one feature defined in the first surface of the first body includes an opening that has a first width, sidewalls extending from the first surface in a direction toward the second surface, and a back wall located radially outward of the first surface. The sidewalls extend from the first surface to the back wall, and a second distance between the sidewalls varies as the at least one feature extends in a radially outward direction from the opening.

Abstract: An apparatus for ion beam etching is provided. An ion extractor separates a plasma source chamber from a process chamber. A gas inlet provides gas to the plasma source chamber. An RF power system provides RF power to the plasma source chamber. A process gas source and cleaning gas mixture source are connected to the gas inlet.

Abstract: A localization system may include an image input that receives images from a video source and an audio input that receives, from the video source, audio synchronized with the images. The localization system may also include an audio feature disentanglement network that correlates distinct audio elements from the audio input with corresponding visual features from the image input. Additionally, the localization system may include a geometry-based feature aggregation module that estimates a geometric transformation between two or more images from the video source and aggregates the visual features. Various other devices, systems, and methods are also disclosed.

Abstract: An audio-visual scene synthesis system may include a visual neural network, a cross-model bridge, and an audio neural network. Parameters of the audio neural network may be generated by the cross-model bridge based on analysis of a 3-dimensional visual environment modeled by the visual neural network. A coordinate transformation module may apply a transformation to an input camera direction to synthesize a new camera direction. The audio neural network may utilize the new camera direction and the parameters of the audio neural network to synthesize a multi-channel audio signal corresponding to the new camera direction. Various other devices, systems, and methods are also disclosed.

Abstract: Maintaining an organizational hierarchy by receiving data indicative of computing resource consumption by one or more leaf nodes, wherein the leaf nodes are part of a hierarchy including the leaf nodes and higher level nodes; and generating one or more modifications for the hierarchy based on the data indicative of computing resource consumption.

Abstract: In some implementations, a metal air battery includes a metal anode, a cathode, a body, a nano-fibrous membrane (NFM), and a hygroscopic interphase layer disposed between the cathode and the NFM. The cathode may be a carbon-based textured scaffold including a plurality of macroporous pathways to distribute oxygen and water vapor supplied by ambient air throughout the cathode and into interior portions of the body. The NFM may include dry salts to produce a liquid electrolyte when exposed to water vapor delivered by the macroporous pathways of the cathode. The hygroscopic interphase layer may include a plurality of microporous pathways configured to drain excess quantities of the water vapor from the cathode and hydrate the dry salts with the water vapor.

Abstract: In some implementations, a metal air battery includes an anode and a cathode opposite to the anode. The cathode may be formed as a textured carbon-based scaffold and include an opening into the metal air battery. The metal air battery may include a nano-fibrous membrane (NFM) containing a liquid electrolyte and a functionalized carbon structure may be disposed between the cathode and the NFM. The functionalized carbon structure may allow moisture and oxygen from ambient air to permeate through the NFM and diffuse throughout the textured scaffold of the cathode. A moisture barrier layer may be laminated over the cathode and positioned, by a user, in one of two states. When in a first state, the moisture barrier layer may seal the opening. When in a second state, the moisture barrier layer may allow the moisture and the oxygen to enter the textured scaffold.

Abstract: In some implementations, a metal air battery includes a body defined by a metal anode and a cathode, a first separator layer disposed on the metal anode, a second separator layer disposed on the cathode, and a plurality of beads disposed within the body. The beads may confine a liquid electrolyte, and may be configured to release the liquid electrolyte into interior portions of the battery in response to a compression of the cathode into the body of the battery.

Abstract: A write assist circuit includes a first power control circuit and second power control circuit, each comprising a first switch and second switch. The first switch of first power control circuit has first drive strength and is configured to be controlled by a column select line, a power control line, a first bit line, and a power supply. The first switch of the second power control circuit has the first drive strength and is configured to be controlled by the column select line, the power control line, a second bit line, and the power supply. The second switch has a second drive strength and is configured to be controlled by the power control line. The first switches are configured to be controlled using input data on first- and second-bit line, respectively, for altering power supply to first inverter and second inverter of SRAM bitcell.

Abstract: Sensors for detecting analytes are disclosed. In various implementations, the sensing device may include a substrate and a sensor array. The sensor array may be arranged on the substrate, and may include a plurality of sensors. In some implementations, at least two of the sensors may include a first carbon-based sensing material disposed between a first pair of electrodes, and a second carbon-based sensing material disposed between a second pair of electrodes. The first carbon-based sensing material may be configured to detect a presence of each analyte of a group of analytes, and the second carbon-based sensing material may be configured to confirm the presence of each analyte of a subset of the group of analytes. In some instances, the group of analytes includes at least twice as many different analytes as the subset of analytes.

Abstract: In some implementations, a metal air battery includes an anode and an cathode opposite to the anode. The cathode may be formed as a textured carbon-based scaffold and include an opening into the metal air battery. The metal air battery may include a nano-fibrous membrane (NFM) containing a liquid electrolyte and a functionalized carbon structure may be disposed between the cathode and the NFM. The functionalized carbon structure may allow moisture and oxygen from ambient air to permeate through the NFM and diffuse throughout the textured scaffold of the cathode. A moisture barrier layer may be laminated over the cathode and positioned, by a user, in one of two states. When in a first state, the moisture barrier layer may seal the opening. When in a second state, the moisture barrier layer may allow the moisture and the oxygen to enter the textured scaffold.

Abstract: Provided are polynucleotides encoding variants of nitrous oxide reductase proteins, recombinant microorganisms including a foreign gene encoding a variant of a nitrous oxide reductase protein, and a composition comprising the recombinant microorganism or the variant of a nitrous oxide reductase protein for use in removing nitrous oxide in a sample.

Abstract: This disclosure provides a battery including a cathode, an anode positioned opposite the cathode and a carbon interface layer. The carbon interface layer includes an electrically insulating flaky carbon layer conformally encapsulating the anode. A plurality of carbon nano-onions (CNOs) defining a plurality of interstitial pore volumes are interspersed throughout the electrically insulating flaky carbon layer. An electrolyte is in contact with the carbon interface layer and the cathode. A separator is positioned between the anode and the cathode. The electrically insulating flaky carbon layer can include graphene oxide (GO). The plurality of interstitial pore volumes can be configured to transport lithium (Li) ions between the anode and the cathode via the plurality of interstitial pore volumes in a bulk phase of the electrolyte. The carbon interface layer can be configured to inhibit growth of Li dendritic structures from the anode towards the cathode.

Abstract: A headset designed for inclusion of users with impairments is provided. The headset includes a frame, two eyepieces mounted on the frame, and at least one microphone and a speaker, mounted on the frame. The headset also includes a camera, a memory configured to store multiple instructions, and a processor configured to execute the instructions, wherein the instructions comprise to provide to a user an environmental context from a signal provided by the microphone and the camera. A method for using the above headset and a system for performing the method are also provided.