Abstract: A method for network data communication includes, at a terrestrial computing device, detecting one or more beacon signals from a corresponding one or more orbital communication satellites of a constellation of orbital communication satellites. A transmission probability threshold is adjusted based at least in part on a detected quantity of the one or more orbital communication satellites. Data is transmitted from the terrestrial computing device to the constellation of orbital communication satellites contingent on the transmission probability threshold being satisfied.

Abstract: The disclosure relates to AI-based machine-learning and natural language modeling to identify semantic similarities between sets of content having natural language text. For example, a system may generate a relevance classification that indicates whether content such as articles are non-specifically relevant to charities without identifying a particular charity. If the content is non-specifically relevant to charities, the system may apply a natural language model to generate sentence embeddings based on the content and determine a level similarity between the sentence embeddings and a query embedding generated from a charity query. The charity query may itself be generated from a full description of the charity through an encoder-decoder architecture with reinforcement learning.

Abstract: Using a first set of machine learning models, a communication from a user of a restaurant is analyzed at an order coordinator linked via a network to resources of an order management service at a provider network. A response to the communication is prepared using another set of models at the provider network and presented to the user. An order of the user for one or more restaurant menu items is fulfilled, based at least partly on analysis of a second communication received from the user after the response is presented.

Abstract: In implementations of systems for digital content analysis, a computing device implements an analysis system to extract a first content component and a second content component from digital content to be analyzed based on content metrics. The analysis system generates first embeddings using a first machine learning model and second embedding using a second machine learning model. The first embeddings and the second embeddings are combined as concatenated embeddings. The analysis system generates an indication of a content metric for display in a user interface using a third machine learning model based on the concatenated embeddings.

Abstract: A system and method for performing tactical segmentation including a supply chain network having a tactical segmentation planner, an inventory system, a transportation network, supply chain entities and a computer.

Abstract: Provided herein are methods and systems for altering the genome of an organelle. In some embodiments, the method comprises introducing into an organelle a recombinant DNA construct comprising a first polynucleotide encoding at least one guide RNA and a second polynucleotide encoding a polynucleotide guided polypeptide; and growing a cell comprising the organelle under conditions in which the first polynucleotide and the second polynucleotide are each expressed.

Abstract: Systems and methods for automated code analysis and tagging are disclosed. In one embodiment, a method for automated code analysis and tagging may include: (1) receiving, by a code annotation computer program executed by a computer processor, a training code snippet from a training codebase; (2) parsing, by the code annotation computer program, the training code snippet into a data structure; (3) quantifying, by the code annotation computer program, the data structure, (4) parsing, by the code annotation computer program, a docstring associated with the training code snippet into a plurality of keywords; (5) quantifying, by the code annotation computer program, the plurality of keywords; and (6) training, by the code annotation computer program, a code annotation model based on a similarity between the quantified data structure and a smoothing parameter for a Dirichlet prior smoothing estimate.

Abstract: A polymer, methods of making the polymer, methods of recycling the polymer and compositions including the polymer are described. The polymer can contain repeating units of Formula (I), where n is 1 and denotes number of repeat units, X is an aliphatic group, and Z is an aliphatic hydro-carbon group having at least 45 carbon atoms, preferably 45 to 1,000 carbon atoms, and has a degree of saturation 98 to 100%. The polymer contains 0.01 to 40 ester groups per 1000 backbone carbon units and has a melt temperature (Tm) of 40° C. to 180° C. as measured by DSC at a heating rate of 10° C. per min.

Abstract: A system and a method for reestablishing an interrupted connection between a first device such as an agent device and second device such as a customer device may include a computing device; a memory, configured to store customer data related to a customer device of a customer, and a processor. Embodiments may include detecting an interrupted connection between an agent device and the customer device; transmitting customer data for the customer device to an outbound system; and reconnecting the agent device to the customer device using the customer data.

Abstract: A primer containing graphene as an additive and a method of priming a filled polymer substrate for providing a Class A final paint surface. The method includes providing a substrate with reinforcement materials. A primer which includes from 0.5-5% by weight of graphene as an additive is applied to the substrate for coating the substrate. The primer is cured during heating of the resulting product for drying the substrate. The graphene acts to dissipate heat providing less differential of heat between the primer and the substrate and/or coatings applied on top of the primer which produces an improved final appearance of a paint over a fiber reinforced polymer material.

Abstract: A method for producing a Class “A” paintable surface on a fiber filled substrate part: the method provides a fiber filled polymer part having an outer show surface for use on a vehicle. This part is coated with a flexible primer coating substantially free of pigments for forming a primed surface capable of being painted for forming a Class “A” show surface for a vehicle.

Abstract: A method includes: assembling a thermal-exchange tube in a module housing for an energy storage pack; assembling cells in the module housing, wherein the thermal-exchange tube runs between rows of the cells; applying an adhesive that affixes the cells and the thermal-exchange tube to the module housing; curing a first portion of the adhesive by radiation, wherein a second portion of the adhesive is shielded from the radiation by the cells or the thermal-exchange tube; and curing at least the second portion of the adhesive by a chemical cure mechanism.

Abstract: A method of managing leakage of liquid inside a battery system comprises: containing leaking liquid in a non-liquid sensitive region of the battery system so as to protect internal electrical components of the battery system from coming in contact with the leaking liquid; and in direct response to the leakage, expunging the leaking liquid from the battery system. A drain device includes: a body with a port therethrough, the body configured to be positioned in a wall of a container; means for opening the port in response to a first liquid contacting the drain device on an inside of the container; and means for resisting ingress into the container by a second liquid that contacts the drain device on an outside of the container.

Abstract: A method includes: assembling a thermal-exchange tube in a module housing for an energy storage pack; assembling cells in the module housing, wherein the thermal-exchange tube runs between rows of the cells; applying an adhesive that affixes the cells and the thermal-exchange tube to the module housing; curing a first portion of the adhesive by radiation, wherein a second portion of the adhesive is shielded from the radiation by the cells or the thermal-exchange tube; and curing at least the second portion of the adhesive by a chemical cure mechanism.

Abstract: A method of managing leakage of liquid inside a battery system comprises: containing leaking liquid in a non-liquid sensitive region of the battery system so as to protect internal electrical components of the battery system from coming in contact with the leaking liquid; and in direct response to the leakage, expunging the leaking liquid from the battery system. A drain device includes: a body with a port therethrough, the body configured to be positioned in a wall of a container; means for opening the port in response to a first liquid contacting the drain device on an inside of the container; and means for resisting ingress into the container by a second liquid that contacts the drain device on an outside of the container.