Abstract: A method of obtaining and producing an antimicrobial bioactive extract from nitrogen stress-grown microalgae is provided. An antimicrobial activity study is carried out with the antimicrobial bioactive extract obtained from the microalgae genus Auxenochlorella protothecoides.

Abstract: There are provided measures for enabling/realizing energy saving in a service-based access network such as a service-based radio access network, particularly energy saving at a specified granularity in a service-based access network such as a service-based radio access network. Such measures exemplarily comprise that a node or element in the service-based access network captures an energy saving request or command of an energy saving service in the service-based access network, wherein the energy saving request or command enables that the specified granularity can be deduced, and is configured to request or command initiation of an energy saving mode, notifies one or more service consumer entities of initiation of the requested or commanded energy saving mode, and initiates the requested or commanded energy saving mode.

Abstract: The disclosure relates to a sensitivity detection system that accurately and efficiently determines when information based on a user's browsing activity unintentionally reveals private or other sensitive information about the user. For example, the sensitivity detection system generates and utilizes machine learning models for detecting sensitivity to accurately detect when sensitive user information is being leaked from a collection of user information, such as a user profile. Additionally, upon determining that sensitive user information is being revealed, in many instances, the sensitivity detection system performs mitigation actions to stop and/or reduce sensitive user information from being undesirably revealed.

Abstract: This invention relates to a bio-leather coated fabric (1) which is obtained by decomposing the cellulose layer (2) produced by microorganisms after production and adding the necessary active ingredients to obtain a biopolymer filler (3) and by pressing and laminating the obtained biopolymer filler (3) to a surface such as paper, woven fabric, reflector fabric, polyester, silk fabric in the textile industry with natural adhesives, and production method thereof (100).

Abstract: Hypoxia-induced deoxy hemoglobin concentration ([dOHb]) may be used as a susceptibility contrast agent in subjects. While the maximal rate of generating blood [dOHb] are limited by constraints in pulmonary gas mixing, decreasing dOHb with reoxygenation of the lungs can be accomplished in one breath, resulting in a step reduction in arterial [dOHb] and thereby a step increase in cerebral BOLD signal recorded with MRI. The BOLD signal changes accompanying a step decrease in [dOHb] can be analyzed to calculate cerebral perfusion measures and compare their maps to those obtained using a bolus of a conventional contrast agent, gadolinium, and a conventional analysis requiring the identification of an arterial input function. The two methods provided comparable anatomically-distributed hemodynamic information.

Abstract: In some example embodiments, there may be provided a method comprising: receiving, from a first network node in a network via a service-based interface, an update request comprising at least one context information for at least one user equipment in the network and a context key, wherein the at least one user equipment is in a radio resource control connected state; storing or updating the at least one context information at the radio access network data storage function; receiving a retrieve request from a second network node in the network, wherein the retrieve request comprises the context key; retrieving the at least one context information for the at least one user equipment in response to the retrieve request from the second network node based at least on the context key; and sending the at least one context information to the second network node. Related systems, methods, and articles of manufacture are also disclosed.

Abstract: A thermal latent curing agent including one or more polyoxazoline based polymers and one or more curing agents is provided. The curing agents are: (i) physically entrapped in a matrix of the polyoxazoline based polymer, and/or (ii) covalently bonded to the polyoxazoline based polymer irreversibly as a side and/or terminal group, and/or (iii) covalently bonded to the polyoxazoline based polymer reversibly. Methods for preparation of the thermal latent curing agents are provided. “One component” mixtures that include a thermoset matrix resin and one or more of such thermal latent curing agents and different uses of the mixtures are also provided.

Abstract: In some example embodiments, there may be provided a data storage function for handling user equipment context information. In some example embodiments, there may be provided a method that includes receiving, from a first network node via a service-based interface, at least one context information for at least one user equipment in a radio resource control inactive state; storing and/or updating the at least one context information; receiving a retrieve request from a second network node via the service-based interface, wherein the retrieve request comprises a context key; retrieving the at least one context information for the at least one user equipment in response to the retrieve request based at least on the context key; and sending the at least one context information for the at least one user equipment to the second network node via the service-based interface. Related systems, methods, and articles of manufacture are also disclosed.

Abstract: A charger including a vertical section including a first surface, the first surface facing a front direction and including an attachment portion configured to a receive a battery pack, and a horizontal section configured to protrude, in the front direction, from a bottom portion of the vertical section. The charger further including a second surface disposed on the horizontal section, the second surface facing an upward direction, and a fan disposed proximate the horizontal surface, the fan configured to cool the battery pack.

Abstract: Generally discussed herein are devices, systems, and methods for generating a phrase that is confusing to a language classifier. A method can include determining, by the LC, a first classification score (CS) of a prompt indicating whether the prompt is a first class or a second class, predicting, based on the prompt and by a pre-trained language model (PLM), likely next words and a corresponding probability for each of the likely next words, determining, by the LC, a second CS for each of the likely next words, determining, by an adversarial classifier, respective scores for each of the likely next words, the respective scores determined based on the first CS of the prompt, the second CS of the likely next words, and the probabilities of the likely next words, and selecting, by an adversarial classifier, a next word of the likely next words based on the respective scores.

Abstract: Disclosed herein, inter alia, are compounds, compositions, and methods of use thereof in the sequencing of a nucleic acid.

Abstract: The present disclosure relates to systems, methods, and computer readable media that evaluate performance of a machine learning system in connection with a test dataset. For example, systems disclosed herein may receive a test dataset and identify label information for the test dataset including feature information and ground truth data. The systems disclosed herein can compare the ground truth data and outputs generated by a machine learning system to evaluate performance of the machine learning system with respect to the test dataset. The systems disclosed herein may further generate feature clusters based on failed outputs and corresponding features and generate a number of performance views that illustrate performance of the machine learning system with respect to clustered groupings of the test dataset.

Abstract: Disclosed herein, inter alia, are compounds, compositions, and methods of use thereof in the sequencing of a nucleic acid.

Abstract: A charger including a vertical section including a first surface, the first surface facing a front direction and including an attachment portion configured to a receive a battery pack, and a horizontal section configured to protrude, in the front direction, from a bottom portion of the vertical section. The charger further including a second surface disposed on the horizontal section, the second surface facing an upward direction, and a fan disposed proximate the horizontal surface, the fan configured to cool the battery pack.

Abstract: Disclosed herein, inter alia, are compounds, compositions, and methods of use thereof in the sequencing of a nucleic acid.

Abstract: The present invention relates to a grown bioleather (1), which can be used in all sectors where animal skin and artificial leather are used, resembles a genuine leather both physically and optically, does not contain any chemicals, and has cellulose produced by microorganisms as its raw material and production method thereof. With the bioleather production method (100), a bioleather that can be named as vegan leather is obtained, which leather prevents climate change and environmental pollution by reducing carbon emissions and supports sustainable development and green economy. The said bioleather (1) involves a bacterial weaving process, can decompose in soil in a short amount of time, is highly environmentally friendly, flexible and has high tensile strength and high mechanical strength.

Abstract: A head-mounted display (HMD) determines whether a set of criteria is satisfied based on eye-related readings collected by a camera of the HMD and wirelessly transmits a set of messages in response to a determination that the set of criteria is satisfied. An attachment includes a set of light-emitting diodes (LEDs) and activates the set of LEDs to emit the light at the bleaching intensity in response to receiving the set of messages.

Abstract: A mandrel is disclosed which is suitable for use in surface metallization process (eiectrodeposition) by electrolysis. The mandrel has at least one inner coating which is metallized on an outer surface of the mandrel by electrolysis method such that it almost entirely covers the outer surface thereof, allowing electrical conductivity to be created on the surface and at least one outer coating which is obtained by almost entirely an electrolytic and/or electroless metallization on the inner coating.

Abstract: Techniques are provided for enabling user equipment (UE) context retrieval in radio resource control RRC inactive status with a shared radio access network (RAN) database (DB) within a distributed database architecture. A version indicator in an inactive Radio Network Temporary Identifier (I-RNTI) is populated by the UE to indicate one or more I-RNTI versions, defined herein, and indicates the type of data in the remainder of the I-RNTI used for communicating the location of a RAN DB that stores the UE context, to a target network node. The target network node then uses the data in the I-RNTI, further dependent on the I-RNTI version, to retrieve the UE content from the RAN database. Certain embodiments utilize a RAN DB Area (RDBA) and/or RAN DB Set Area (RDSA), and certain embodiments utilize a network node set ID.