Abstract: Methods and systems for recommending safe vehicle seats and/or predicting the replacement time of vehicle seats. The systems and methods may include (1) training a machine learning model using a set of characteristics of previously recommended vehicle seats to generate a vehicle seat recommendation score for one or more vehicle seats; (2) receiving a request for a vehicle seat recommendation; (3) receiving input data; (4) determining a set of characteristics of the input data; (5) applying the set of characteristics of the input data to the machine learning model to generate a vehicle seat recommendation score for the one or more vehicle seats; (6) ranking the one or more vehicle seats by vehicle seat recommendation score to generate a vehicle seat recommendation list; and/or (7) presenting the vehicle seat recommendation list to a client device.

Abstract: Methods and systems for recommending safe vehicle seats and/or predicting the replacement time of vehicle seats. The systems and methods may include (1) training a machine learning model for predicting a replacement time of one or more vehicle seats using (i) a set of characteristics of a previously recommended vehicle seat and/or (ii) replacement times for the previously recommended vehicle seat; (2) receiving input data related to a previously recommended vehicle seat; (3) determining a set of characteristics of the input data; (4) applying the set of characteristics of the input data to the machine learning model to determine the predictive replacement time for replacing the one or more vehicle seats; and/or (5) providing an indication of the predictive replacement time for display on a client device.

Abstract: A charger system comprising a charging station including a plurality of nests for chargers is described. Each of the plurality of nests is designed to partially eject the charger when instructed to do so, and further comprises a nest lock to lock in the charger into the nest when not ejecting. The charger system interacting with a user account, enabling a user to request the charger, wherein the charger is ejected from the nest for a valid request.

Abstract: In an example of the method, a functionalized coating layer is applied in depressions of a patterned flow cell substrate. The depressions are separated by interstitial regions. A primer is grafted to the functionalized coating layer to form a grafted functionalized coating layer in the depressions. A hydrogel is applied on at least the grafted functionalized coating layer.

Abstract: An arrangement for a drug delivery device includes a housing with a proximal end and a distal end, a needle shield remover configured to be rotationally locked to a needle shield covering a needle, and a guiding interface. The needle shield remover is releasably connectable to the housing. The guiding interface is configured such that, when the needle shield remover rotates with respect to the housing from a state in which the needle shield remover is connected to the housing, the guiding interface guides a movement of the needle shield remover relative to the housing in a direction away from the proximal end of the housing to disconnect the needle shield remover from the housing. Movement of the needle shield remover relative to the housing to disconnect the needle shield remover includes an axial movement and a rotational movement of the needle shield remover relative to the housing.

Abstract: A method for operating a fuel cell system comprising a fuel cell assembly of a plurality of fuel cells configured to generate electrical power from a fuel flow and an oxidant flow to the plurality of fuel cells, the fuel cell assembly arranged in combination with a coolant storage module configured to supply the fuel cell assembly with a flow of coolant, the method performed when the temperature of the coolant in the coolant storage module is below a coolant temperature threshold and comprises; a first phase performed prior to activation of a coolant pump configured to deliver coolant from the coolant storage module to the fuel cell assembly and a second phase performed after activation of the coolant pump.

Abstract: A method, system and computer program product for facilitating risk mitigation of information security threats. Data obtained from at least one tracked data source is analyzed for identifying at least one event related to a threat, to be stored in a database comprising date and time of each event identified, enabling generation of threat timeline comprising temporally ordered sequence of each event related to respective threat identified. Features selected using correlation between features from threat timelines in the database and labeling assigned using records of threat usage incidents are extracted from events in threat timeline for the threat which the at least one event related thereto being identified and based thereon a dynamic score indicating an estimated level of risk posed by the threat is calculated using at least one machine learning model for predicting threat usage during a time window defined, enabling risk mitigation based on outputted indication thereof.

Abstract: Methods and devices for accessing encrypted data on a computer device may include determining that a current device state of the computer device is locked. The methods and devices may include using a level two encryption key to encrypt data associated with at least one application while the computer device is locked. The methods and devices may include using a temporary decryption key in memory of the computer device to access level two encrypted data while the computer device is locked.

Abstract: A method, system and computer program product for facilitating risk mitigation of information security threats. Data obtained from at least one tracked data source is analyzed for identifying at least one event related to a threat, to be stored in a database comprising date and time of each event identified, enabling generation of threat timeline comprising temporally ordered sequence of each event related to respective threat identified. Features selected using correlation between features from threat timelines in the database and labeling assigned using records of threat usage incidents are extracted from events in threat timeline for the threat which the at least one event related thereto being identified and based thereon a dynamic score indicating an estimated level of risk posed by the threat is calculated using at least one machine learning model for predicting threat usage during a time window defined, enabling risk mitigation based on outputted indication thereof.

Abstract: Methods and devices for accessing encrypted data on a computer device may include determining that a current device state of the computer device is locked. The methods and devices may include using a level two encryption key to encrypt data associated with at least one application while the computer device is locked. The methods and devices may include using a temporary decryption key in memory of the computer device to access level two encrypted data while the computer device is locked.

Abstract: A method for operating a fuel cell system comprising a fuel cell assembly of a plurality of fuel cells configured to generate electrical power from a fuel flow and an oxidant flow to the plurality of fuel cells, the fuel cell assembly arranged in combination with a coolant storage module configured to supply the fuel cell assembly with a flow of coolant, the method performed when the temperature of the coolant in the coolant storage module is below a coolant temperature threshold and comprises; a first phase performed prior to activation of a coolant pump configured to deliver coolant from the coolant storage module to the fuel cell assembly and a second phase performed after activation of the coolant pump.

Abstract: Word processing software uses an interactive word processing interface to provide and maintain links between portions of a report document being edited and portions of source documents. This functionality can be natively incorporated within the word processing software or added, such as through a plugin. The word processor creates links between highlighted portions of the report document and source documents or portions of source documents. Links can include unique identifiers stored in a database. Hovering over portions of the report document for which links to sources have been applied causes the source to be displayed and highlighted in a browser interface (and vice versa). The word processing software may also be configured to determine a categorization of the source document or a portion of the source document, and apply that same categorization to the highlighted portion of the report document.

Abstract: A connecting device for coupling first and second members includes a body having a first leg and a second leg integrally connected to the first leg. The first leg and the second leg are oriented at an angle with respect to each other. A rigid material core extends through both the first leg and the second leg, the core including a first core member integrally connected to a second core member. The first core member is angularly oriented with respect to the second core member such that the core defines a geometric shape. A resilient material sleeve commonly covers the core of both the first leg and the second leg. The first leg is frictionally received in a first member and the second leg is frictionally received in a second member to couple the first member to the second member.

Abstract: A motor vehicle hybrid panel assembly includes a body formed of a metallic sheet having multiple apertures created therein. At least one reinforcement member of a polymeric material is integrally connected to the body proximate to and surrounding at least two of the multiple apertures. At least one connecting member of the polymeric material is integrally connected to each of the at least one reinforcement member, and extends away from the at least two of the multiple apertures on the body. At least one joining member of the polymeric material is integrally connected to the at least one reinforcement member and integrally connected to the body.

Abstract: A motor vehicle hybrid panel assembly includes a body formed of a metallic sheet having multiple apertures created therein. At least one reinforcement member of a polymeric material is integrally connected to the body proximate to and surrounding at least two of the multiple apertures. At least one connecting member of the polymeric material is integrally connected to each of the at least one reinforcement member, and extends away from the at least two of the multiple apertures on the body. At least one joining member of the polymeric material is integrally connected to the at least one reinforcement member and integrally connected to the body.

Abstract: A connecting device for coupling first and second members includes a body having a first leg and a second leg integrally connected to the first leg. The first leg and the second leg are oriented at an angle with respect to each other. A rigid material core extends through both the first leg and the second leg, the core including a first core member integrally connected to a second core member. The first core member is angularly oriented with respect to the second core member such that the core defines a geometric shape. A resilient material sleeve commonly covers the core of both the first leg and the second leg. The first leg is frictionally received in a first member and the second leg is frictionally received in a second member to couple the first member to the second member.

Abstract: A motor vehicle hybrid shelf assembly includes a metallic sheet body. A body shelf defines a plane having multiple apertures. Each of the apertures is at least partially surrounded by a peripheral flange created from a portion of the shelf extending away from the plane defined by the shelf. A first leg of the peripheral flange of each of the apertures is integrally connected to the shelf and is angularly oriented with respect to the shelf, and a second leg of the peripheral flange is angularly oriented with respect to the first leg. A reinforcement member of a polymeric material is integrally connected to at least the second leg of the peripheral flange. Multiple ribs formed of the polymeric material directly contact a surface of the body to stiffen the body. The ribs extend between successive peripheral flanges and integrally connect to the reinforcement member of the peripheral flanges.

Abstract: A vehicle sliding door trim assembly includes a sliding door panel movable between open and closed positions along a travel path. A door actuation assembly is connected with the sliding door panel. A trim panel is attached to the sliding door panel. The trim panel includes at least one slot formed therein. Guide tracks are positioned within the at least one slot. A plurality of rigid trim components are pivotally linked to each other and constrained within the guide tracks. The plurality of trim components pivot and slide within the guide tracks and seamlessly cover the at least one slot when the sliding door panel is moved along the travel path.

Abstract: A spare tire receptacle for a vehicle includes a receptacle body having a recessed portion and at least one side wall that extends from the recessed portion includes a monolithically formed cross car beam formed therein. The side wall extends to a body portion. A reinforcement structure is attached to the main body. The reinforcement structure includes a plurality of reinforcement members that extend radially from a central position of the recessed portion and a plurality of rib members that interconnect the reinforcement members. The receptacle body and reinforcement structure are formed of differing materials defining a hybrid structure.

Abstract: One or more techniques and/or systems are provided for securely obtaining memory content after a device malfunction. For example, applications, components, and/or an operating system of a device may maintain information within volatile memory in a secure manner (e.g., using encryption). When the device malfunctions, such information may be useful for diagnosing what caused the malfunction. Accordingly, memory content within volatile memory may be securely retrieved, encrypted, and/or stored before such memory content is flushed/removed from volatile memory. For example, a warm reset is performed to initially reboot the device without removing memory content from volatile memory. The memory content may be retrieved and encrypted to create encrypted memory content that may be stored within nonvolatile memory for later access.