Abstract: Aspects of the application provide methods of identifying and sequencing proteins, polypeptides, and amino acids, and compositions useful for the same. In some aspects, the application provides methods of obtaining data during a degradation process of a polypeptide, and outputting a sequence representative of the polypeptide. In some aspects, the application provides amino acid recognition molecules comprising a shielding element that enhances photostability in polypeptide sequencing reactions.

Abstract: This disclosure is directed to an apparatus for intelligent matching of disparate input data received from disparate input data systems in a complex computing network for establishing targeted communication to a computing device associated with the intelligently matched disparate input data.

Abstract: Embodiments of the present disclosure relate to a network of federated computing nodes in which a cost matrix is distributed. Each node has stored thereon distribution vectors, and create an optimal transportation transfer function using the Sinkhorn-Knopp theorem. In other words, the nodes are each configured to generate updated distribution vectors using the cost matrix shared amongst the nodes and their own distribution vectors. The updated distribution vectors of every node is thereafter used to create the optimal transportation transfer function by concatenating the updated distribution vectors received from each node. This approach can be centralized in a star-network architecture, or in a peer-to-peer-network architecture. Furthermore, the approach may be synchronous or asynchronous depending on the implementation.

Abstract: In some implementations, a machine learning system may receive a set of first data structures associated with a set of users, may receive a set of second data structures associated with a set of entities, and may receive event information associated with the set of users and the set of entities. The machine learning system may generate an embedding space that represents the set of first data structures, the set of second data structures, and the event information. The machine learning system may disregard a portion of the set of second data structures, using a condition, in order to generate a subset of second data structures. The machine learning system may identify at least one relevant entity, from the subset of second data structures, using the embedding space. The machine learning system may generate a communication, associated with the at least one relevant entity, and may output the communication.

Abstract: A digital model is generated of a debris location where the digital model includes an augmented reality overlay of the debris location. Digital data from sensors at a debris field is received at a computer, and the digital data depicts debris in the debris field. Materials in the debris field are detected and identified based on the detected materials in the debris field. Layers of materials in the debris field are identified. A digital model is generated of the materials in the debris field including in the layers. Using the computer and an augmented reality (AR) device, an augmented reality overlay is generated based on the digital model of the materials in the debris fields. The augmented reality overlay is superimposed over the digital model of the materials in the debris field to indicate the materials in the debris field and the materials in the layers of the debris field.

Abstract: The present disclosure describes training machine learning models to determine one or more attributes and/or information associated with a location. The one or more attributes and/or information may be based on location traffic and/or connectivity information. After the machine learning model is trained and deployed, the machine learning model may determine one or more attributes and/or information about a location based on received location traffic and/or connectivity information. The machine learning model may receive a plurality of connectivity information associated with a location. Each of the plurality of connectivity information may correspond to a respective user device. Based on the connectivity information, the machine learning model may determine one or more attributes and/or information associated with the location. The one or more attributes and/or information may be provided to a user device in response to inquiries about the location.

Abstract: A magnetic resonance (MR) imaging system, comprising a magnetics system having a plurality of magnetics components configured to produce magnetic fields for performing magnetic resonance imaging, and a sensor configured to detect electromagnetic interference conducted by a patient into an imaging region of the MR imaging system. The sensor may comprise at least one electrical conductor configured for electrically coupling to the patient. The MR imaging system may further comprise a noise reduction system configured to receive the electromagnetic interference from the sensor and to suppress electromagnetic interference in detected MR signals received by the MR imaging system based on the electromagnetic interference detected by the sensor.

Abstract: A spiral chute includes a center column assembly having a column. The spiral chute further includes a plurality of support arm mounting brackets affixed to an exterior of the column in a spiral configuration. The spiral chute also includes a plurality of chute segments. Each chute segment includes a support arm having a distal end and a proximal end, a stiffener coupled to the distal end of the support arm, and a chute section operatively coupled to the support arm and the stiffener. The proximal end of each of the plurality of support arms is removably coupled to a respective support arm mounting bracket. A method of constructing a spiral chute is also disclosed.

Abstract: A pyrolysis system for conducting a hydrocarbon pyrolysis reaction and related systems and methods are disclosed herein. A pyrolysis reactor according to the present disclosure can include a first tube, a second tube coaxial with and surrounding the first tube, and a burner coupled to an end region of the first tube. The burner delivers heat to a first flow path in the first tube via combustion. An annulus between the second tube and the first tube defines a second flow path that is thermally coupled to the first tube such that a portion of the heat from the combustion is received by the second flow path. The pyrolysis reactor can also include a thermal component positioned at least partially within the first tube to help increase heat transfer. Additionally, or alternatively, the pyrolysis reactor can include a heat recycling component coupled to an output of the second tube.

Abstract: A system for load management of circuits connected to circuit breakers of an electrical distribution panel comprises a housing distinct from the panel; connection ports on the housing each pair of which defines a load path for locating electrically in series between a breaker and a load in a corresponding circuit such that load current of the circuit passes through the load path; a first current measurement device in the housing to measure input current to the panel; circuit interrupter assemblies respectively in the load paths each comprising a current interrupting device and a current measurement device in series therewith; and a controller in operative communication with the first current measurement device and the circuit interrupter assemblies and configured to (i) receive input panel current measurements, (ii) receive load current measurements, and (iii) configure selected interrupting devices in open-circuit states responsive to a determination based on said current measurements.

Abstract: A seeding system having a seed meter: a conduit for receiving seeds released from the seed meter at a first end of the conduit; a gas source connected to the conduit proximate the first end for accelerating seed in the gas; and a seed orientation coil assembly connected to the second end to receive the accelerated seed.

Abstract: Systems and methods for performing a wellbore cleanout operation in a production tubing in a wellbore extending through a reservoir. The systems and methods include a sensor usable to detect a wellbore production volume of a production fluid from the production tubing per unit time, a conveyance, and a controller including a processor. The controller is operable to automatically determine a differential flowrate for locations along the production tubing based on a difference between a recorded flowrate and a modeled flowrate at the locations, determine any of the locations where the differential flowrate is equal to or greater than a predetermined threshold, and control deployment of the conveyance into the wellbore to perform the cleanout operation at any of the determined locations where a change in a wellbore cleanout utility function using the modeled flowrate compared to using the recorded flowrate is equal to or greater than an improvement factor.

Abstract: Systems, computer program products and/or computer-implemented methods described herein relate to a quantum control system architecture with low-latency unstructured control-flow, e.g., including gapless waveform playback through remote invocation of control subsequences. A system can include a memory that stores computer executable components and a processor that executes the computer executable components, which can include an orchestration component that determines selected real-time control sequences for synchronized execution by qubit controllers and a synchronization component that communicates a control message to the qubit controllers, where the control message causes the qubit controllers to wait until a common action time and to execute the selected real-time control sequences at the common action time.

Abstract: Disclosed herein are delivery devices for delivering a volume of a drug product, placebo product, or other product including a fluid. The devices may include a barrel having a longitudinal axis, a proximal end region, and a distal end region. The proximal end region may include an opening, and the barrel may be configured to receive a drug therein. A plunger rod may be disposed at least partially inside the barrel and protruding from the opening. The plunger rod may include a rack having a plurality of teeth. The device may further include a pinion having a plurality of teeth configured to engage with the plurality of teeth of the rack, and rotation of the pinion against the rack may move at least a part of the plunger rod along the longitudinal axis of the barrel.

Abstract: Aspects for verifying an identification of a cellular device are disclosed. In one such aspect, a method for managing cellular devices may include: receiving a cellular device in an RF containment space configured to provide an electronically isolated environment by blocking electromagnetic waves or radio frequency (RF) wave; providing, on a display, a graphical user interface (GUI); transmitting one or more cellular network signals configured to emulate at least one base station of a telecommunication carrier to cause the cellular device to initiate connecting to a network set up by a virtual base station coupled to the RF containment space; in response to the cellular device attempting to gain access to the network, obtaining device information from the cellular device placed in the RF containment space via the one or more cellular network signal; and extracting and storing identification information from the device information in the log.

Abstract: A system and device for capturing data associated with the characteristics of a golf swing through a plurality of sensors. The device is affixed to a golf club and captures data associated with the characteristics of a golf swing when the golf club is swung. The device utilizes a plurality of power states to vary the power levels provided to a plurality of sensors and computer components, as well as, communication to extend batter life of the device.

Abstract: Methods, systems, and computer readable media for predictively determining a risk of damage to a property are provided. To determine the risk, a high resolution virtual model of a region that includes the property is obtained. The virtual model is imported into a simulation environment. One or more of the simulation parameters are set based on historic weather data for the region. For example, each parameter may be associated with a probability distribution derived based on the historic weather data that is sampled prior to executing the simulation. One or more simulations are executed in accordance with the sampled inputs to simulate the likely weather patterns the property will experience. The result of the simulation is analyzed to determine the predicted risk of damage to the property.

Abstract: A system includes a collecting unit for collecting a current oxygen pressure value of the oxygen bottles, an estimating unit for estimating an average degradation model, an adapting unit for adapting the average degradation model, a generating unit for generating several future degradation scenarios, an estimating unit for estimating, for each of the future degradation scenarios, a remaining useful lifetime, and for generating a remaining useful lifetimes probability distribution, a transmitting unit for transmitting an end-of-lifetime alert signal to an alert device if a remaining useful lifetime of an oxygen bottle is below a predetermined alert threshold.

Abstract: An aerosol provision system (1) for generating an aerosol. The aerosol provision system comprises a first reservoir (31) for storing a first aerosol-generating material, wherein the aerosol provision system (1) is configured to generate a first aerosol using the first aerosol-generating material. The aerosol provision system (1) also comprises a second reservoir (101) for storing an active substance, or second aerosol-generating material such that the aerosol provision system (1) is configured to generate a second aerosol using the second aerosol-generating material. In this way, the first aerosol may be generated in a way which then allows the second aerosol, or active substance, to then be either added to, mixed with, and/or supplied alongside the first aerosol in a way which allows the user to effectively customise to what extent this first aerosol, which is delivered to the user, is supplemented with the second aerosol/active substance.

Abstract: A system for load management of circuits connected to circuit breakers of an electrical distribution panel comprises a housing distinct from the panel; connection ports on the housing each pair of which defines a load path for locating electrically in series between a breaker and a load in a corresponding circuit such that load current of the circuit passes through the load path; a first current measurement device in the housing to measure input current to the panel; circuit interrupter assemblies respectively in the load paths each comprising a current interrupting device and a current measurement device in series therewith; and a controller in operative communication with the first current measurement device and the circuit interrupter assemblies and configured to (i) receive input panel current measurements, (ii) receive load current measurements, and (iii) configure selected interrupting devices in open-circuit states responsive to a determination based on said current measurements.