Abstract: Embodiments described herein provide a computer-implemented method for predicting reaction constituents, comprising: generating a catalyst or solvent efficacy score based on reaction data; storing a graph convolutional model, generated based on the reaction data and the catalyst/solvent efficacy scores: wherein for a catalyst, graph representations of the catalyst and of a reactant and a product are inputs to the graph convolutional model; and similarly for a solvent; predicting the effectiveness of a specified catalyst/solvent based on a specified reaction definition and/or predicting a catalyst/solvent by determining whether the first and second reactions have an identical core transform.

Abstract: A system and techniques for intelligent network design allows for capture and conversion of a basic network design, often manually created, into a digital format without duplication of effort. The disclosed techniques provide a faster, more intelligent approach for designing a network by analyzing many thousands of existing network designs and recommending proposed solutions based on user provided objectives. The techniques can generate provider independent code that provides flexibility in supporting arbitrary provider targets. The techniques can also output provider specific code that allow for rapid, efficient deployment of the network. In addition, the technique can output network system architecture designs of varying details that can be customized for the intended audience. The techniques provide for automated importing and updating provider changes to network components, schemas, and application programming interfaces reducing any lag in system design.

Abstract: An electronic assembly is provided and includes a host circuit board having an upper surface and board contacts on the upper surface. The upper surface has a mounting area. The electronic assembly includes a socket connector mounted to the host circuit board at the mounting area. The socket connector includes a socket housing holding a plurality of socket contacts. Each socket contact has an upper contact portion and a lower contact portion. The lower contact portion is electrically connected to the corresponding board contact of the host circuit board. The socket contact is compressible between the upper contact portion and the lower contact portion. The socket housing includes coolant channels configured to receive coolant. The electronic assembly includes an electronic package coupled to the socket connector. The electronic package has a lower surface and package contacts on the lower surface. The package contacts are electrically connected to the upper contact portions of the socket contacts.

Abstract: An oximetry device sealed in a sheath directs a user to allow the oximetry device to make oximetry readings at a number of different tissue locations of a patient and average two or more of the oximetry readings by directing the lifts and placements of the oximetry device and sheath to and from the different tissue locations and detecting the lift and placements. The averages are generated and displayed on a display of the device for the oximetry readings if the lifts are made while use directions for the lifts are displayed on a display of the oximetry device. The averages are not generated if the lifts are not made while the user directions for the lifts are not displayed. The averages are simultaneously displayed with the oximetry readings which are instantaneous measurement for patient tissue.

Abstract: A composition is provided for removal of a target substance from a fluid stream. The composition may be used to remove polyfluorinated alkyl substances (PFAS) from water. The composition comprises a support material comprising an alumina; and a sorbent molecule that comprises a core polymer; wherein the core polymer is covalently linked to the support material; and wherein the sorbent molecule further comprises one or more covalently linked sorbent groups. Processes for removal of target substances such as PFAS are also provided.

Abstract: A computer-implemented method executed by at least one processor includes steps of communicating over a computer network a plurality of inputs to a pension risk transfer pricing service, the plurality of inputs including pension plan census data, applying by the pension risk transfer pricing service a computer-implemented pension risk transfer model for generating pension risk transfer pricing, and providing through the pension risk transfer pricing service a user interface for interacting with a user by communicating the pension risk transfer pricing and investments to the user and the user interface configured such that the user is able to strike the pension risk transfer at the pension risk transfer pricing.

Abstract: A receptacle cage includes cage walls including exterior walls and an interior wall. The exterior walls form a cavity and include a top wall, a bottom wall, a first side wall, a second side wall, and a rear wall. The interior wall is received in the cavity and divides the cavity into a first module channel at a first side of the interior wall and a second module channel at a second side of the interior wall. The interior wall includes a front edge, a rear edge, an upper edge, and a lower edge. The upper edge is joined to the top wall along a majority of the upper edge. The lower edge is joined to the bottom wall along a majority of the lower edge. The rear edge is joined to the rear wall along a majority of the rear edge. The exterior walls provide external shielding for the first and second module channels. The interior wall provides shielding between the first and second module channels.

Abstract: Provided herein are nucleic acid constructs, host insect cells, and methods for producing recombinant AAV capsids with high potency at high yield.

Abstract: An oximeter probe determines an oxygen saturation for the tissue and determines a quality value for the oxygen saturation and associated measurements of the tissue. The quality value is calculated from reflectance data received at the detectors of the oximeter probe. The oximeter probe then displays a value for the oxygen saturation with the error value to indicate a quality level for the oxygen saturation and associated values used to calculate oxygen saturation.

Abstract: An oximetry device sealed in a sheath directs a user to allow the oximetry device to make oximetry readings at a number of different tissue locations of a patient and average two or more of the oximetry readings by directing the lifts and placements of the oximetry device and sheath to and from the different tissue locations and detecting the lift and placements. The averages are generated and displayed on a display of the device for the oximetry readings if the lifts are made while use directions for the lifts are displayed on a display of the oximetry device. The averages are not generated if the lifts are not made while the user directions for the lifts are not displayed. The averages are simultaneously displayed with the oximetry readings which are instantaneous measurement for patient tissue.

Abstract: An oximetry device sealed in a sheath directs a user to allow the oximetry device to make oximetry readings at a number of different tissue locations of a patient and average two or more of the oximetry readings by directing the lifts and placements of the oximetry device and sheath to and from the different tissue locations and detecting the lift and placements. The averages are generated and displayed on a display of the device for the oximetry readings if the lifts are made while use directions for the lifts are displayed on a display of the oximetry device. The averages are not generated if the lifts are not made while the user directions for the lifts are not displayed. The averages are simultaneously displayed with the oximetry readings which are instantaneous measurement for patient tissue.

Abstract: An oximetry device sealed in a sheath directs a user to allow the oximetry device to make oximetry readings at a number of different tissue locations of a patient and average two or more of the oximetry readings by directing the lifts and placements of the oximetry device and sheath to and from the different tissue locations and detecting the lift and placements. The averages are generated and displayed on a display of the device for the oximetry readings if the lifts are made while use directions for the lifts are displayed on a display of the oximetry device. The averages are not generated if the lifts are not made while the user directions for the lifts are not displayed. The averages are simultaneously displayed with the oximetry readings which are instantaneous measurement for patient tissue.

Abstract: An oximetry device sealed in a sheath directs a user to allow the oximetry device to make oximetry readings at a number of different tissue locations of a patient and average two or more of the oximetry readings by directing the lifts and placements of the oximetry device and sheath to and from the different tissue locations and detecting the lift and placements. The averages are generated and displayed on a display of the device for the oximetry readings if the lifts are made while use directions for the lifts are displayed on a display of the oximetry device. The averages are not generated if the lifts are not made while the user directions for the lifts are not displayed. The averages are simultaneously displayed with the oximetry readings which are instantaneous measurement for patient tissue.

Abstract: An oximetry device sealed in a sheath directs a user to allow the oximetry device to make oximetry readings at a number of different tissue locations of a patient and average two or more of the oximetry readings by directing the lifts and placements of the oximetry device and sheath to and from the different tissue locations and detecting the lift and placements. The averages are generated and displayed on a display of the device for the oximetry readings if the lifts are made while use directions for the lifts are displayed on a display of the oximetry device. The averages are not generated if the lifts are not made while the user directions for the lifts are not displayed. The averages are simultaneously displayed with the oximetry readings which are instantaneous measurement for patient tissue.

Abstract: Systems and methods are provided for rendering a first interface for presentation by a user computing device based on a first user input and information received over a network. The first interface can include item information. Additional item information may be stored at the user computing device at the time that the first interface is processed, but not initially displayed. Based on receiving a second user input, a second interface can be displayed that includes the additional item information, where the second interface may be displayed over a first portion of the first interface such that the first user interface remains accessible. The second interface may be populated with portions of the previously stored additional item information without necessarily obtaining further information over the network.

Abstract: In one embodiment, a lidar system includes a light source configured to emit pulses of light and a scanner configured to scan the emitted pulses of light across a field of regard of the lidar system. The scanner includes (i) a beam deflector configured to direct each emitted pulse of light along a first scan axis and (ii) a scan mirror configured to scan the emitted pulses of light along a second scan axis different from the first scan axis. The lidar system also includes a receiver that includes a one-dimensional detector array that includes multiple detector elements arranged along a direction corresponding to the first scan axis. The receiver is configured to (i) detect a received pulse of light that includes a portion of one of the emitted pulses of light scattered by a target and (ii) determine a time of arrival of the received pulse of light.

Abstract: A probe tip of an oximeter device includes first and second printed circuit boards (PCBs) that are coupled to the ends of optical fibers that transmit light between the PCBs and into patient tissue that is to be measured by the oximeter device. The PCBs are oriented at an angle between zero and ninety degrees so that the fibers have a curved shape between the locations at which the fibers are coupled to the first and second PCBs. The angular orientation of the PCBs and curved shape of the fibers allows the fibers to have a longer length than if the fibers were straight and allows for light transmitted through the fibers to have a uniform distribution across a cross-section of the fibers as the light is emitted from the fibers into patient tissue. The uniform distribution of light transmitted into patient tissue allows for reliable oximetry measurements.

Abstract: A receptacle assembly includes a heat sink assembly for a receptacle cage for dissipating heat from a pluggable module plugged into the receptacle cage. The heat sink assembly includes fin plates and spacer plates arranged in a plate stack independently movable for engaging and conforming to the pluggable module. Each spacer plate includes a thermal interface at a bottom of the spacer plate engaging the pluggable module. Each fin plate includes a thermal interface at a bottom of the fin plate engaging the pluggable module. The fin plates include branched fin plates and unbranched fin plates. Each of the unbranched fin plates are planar between the bottom and the distal end thereof. Each of the branched fin plates are non-planar and include at least one bend between the bottom and the distal end thereof.

Abstract: Methods, systems, and devices for analyzing communication messages (e.g., emails or activities) to determine relationship strength using a distributed graph are described. In some systems, a user may be associated with a specific tenant. A database server of the system may receive communication messages associated with the user and a target user. The server may perform a natural language processing (NLP) analysis on the communication messages to extract metadata, and may generate or update a distributed graph indicating connections between users based on the extracted metadata. Using the connections of the graph, the server may calculate a closeness score between the user and the target user. Additionally, the server may calculate closeness scores between the target and other users associated with the tenant, and may determine the users with the greatest closeness scores. The server may send a suggestion for the determined users to initiate communication with the target.

Abstract: In one embodiment, a lidar system includes a light source configured to emit pulses of light, where each emitted pulse of light includes a spectral signature of multiple different spectral signatures. The lidar system also includes a receiver configured to detect a received pulse of light, the received pulse of light including light from one of the emitted pulses of light scattered by a target located a distance from the lidar system. The emitted pulse of light includes one of the spectral signatures. The receiver includes a detector configured to produce a photocurrent signal corresponding to the received pulse of light, a frequency-detection circuit configured to determine, based on the photocurrent signal, a spectral signature of the received pulse of light, and a pulse-detection circuit configured to determine, based on the photocurrent signal, a time-of-arrival of the received pulse of light.