Abstract: A computer-implemented method is provided. The computer implemented method includes generating high-yield training datasets by excluding those genetic sequences that do not satisfy at least one abundance condition, at least one stability condition, at least one expression condition, and/or at least one translation efficiency condition. The computer-implemented method further includes training at least one model on the high-yield training datasets to generate high-yield genetic sequences.

Abstract: Systems, methods, and apparatus for generating a DNA/gene sequence output, given a protein sequence input. In one aspect, the protein-to-DNA mapping system includes a protein language model (embedder) that generates a high-dimensional protein embedding from a low-dimensional protein sequence input; and the system includes a protein-to-DNA translator that processes the protein embedding and generates a DNA sequence output, based on the protein embedding. The protein-to-DNA translator is a neural network (e.g., a Seq2Seq model) and is configured with translation coefficients that may be trained with a training dataset, comprising the training protein and DNA embeddings. Training the translation coefficients can include supervised learning that maps the protein embedding (input) to a DNA sequence (target).

Abstract: Techniques are described for learning an unknown virtual network information, such as an virtual Internet Protocol (IP) address, of a pod in a virtual network. In some examples, a virtual router executing at a computing device may receive an Address Resolution Protocol (ARP) packet from a virtual execution element in the virtual network, the virtual execution element executing at the computing device. The virtual router may determine, based at least in part on the ARP packet, whether virtual network information for the virtual execution element in a virtual network is known to the virtual router. The virtual router may, in response to determining that the virtual network information of the virtual execution element in the virtual network is not known to the virtual router, perform learning of the virtual network information for the virtual execution element.

Abstract: A system includes one or more power switches, a replica switch, a current source coupled in series with the replica switch, and a multiplexer having a first input, a second input, a third input, a fourth input, a first output, and a second output, wherein the one or more power switches are coupled between the first input and the second input of the multiplexer, and the replica switch is coupled between the third input and the fourth input of the multiplexer. The system also includes an amplifying circuit having a first input, a second input, and an output, wherein the first input of the amplifying circuit is coupled to the first output of the multiplexer, and the second input of the amplifying circuit is coupled to the second output of the multiplexer. The system also includes an analog-to-digital converter (ADC) coupled to the output of the amplifying circuit.

Abstract: Systems, apparatuses, methods, and computer products for fast wakeup recovery for narrow-band internet of things (NBIOT) systems are provided. The fast wakeup recovery may wakeup a NBIOT device from a sleep mode to an active mode. The fast wakeup recovery may identify a servicing cell for the NBIOT device to synchronize with. The fast wakeup recovery may be based on a coarse timing detection operation using a NPSS and a fine timing detection operation using a NSSS.

Abstract: Systems, apparatuses, methods, and computer products for cell quality measurements of for cellular internet of things (IOT) systems provided, including for cellular narrow-band IOT (NBIOT) systems and machine type communication (MTC) systems. For example, an IOT device may determine these cell quality measurements to select a serving cell to use for connecting to a cellular network. The cell quality measurements may include channel estimation that is used to generate an RSRP, RSRQ, and Noise Variance estimation. In various embodiments, and based on the cell quality measurements, an IOT device may rank a plurality of cells and select a top ranked cell for providing cellular service.

Abstract: A multilayer film that includes at least a first polymeric layer comprising a polyolefin-based polymer and a second polymeric layer comprising a blend of a polar polymer and a silicon (Si) containing material comprising a silane having at least one alkyl group having at least 6 carbon atoms (C6) is disclosed. Methods of using and making the multilayer film is also disclosed.

Abstract: Techniques are described for learning an unknown virtual network information, such as an virtual Internet Protocol (IP) address, of a pod in a virtual network. In some examples, a virtual router executing at a computing device may receive an Address Resolution Protocol (ARP) packet from a virtual execution element in the virtual network, the virtual execution element executing at the computing device. The virtual router may determine, based at least in part on the ARP packet, whether virtual network information for the virtual execution element in a virtual network is known to the virtual router. The virtual router may, in response to determining that the virtual network information of the virtual execution element in the virtual network is not known to the virtual router, perform learning of the virtual network information for the virtual execution element.

Abstract: Oxygen scavenging polymeric compositions that possess an improved oxygen scavenging capability and can be formed into transparent/translucent thin films are disclosed. A composition can include iron powder, ferrous sulfate heptahydrate (FeSO4.7H2O) and glycerol dispersed in polyethylene. Such compositions are useful for creating packaging films with improved oxygen scavenging capability.

Abstract: Techniques are described for learning an unknown virtual network information, such as an virtual Internet Protocol (IP) address, of a pod in a virtual network. In some examples, a virtual router executing at a computing device may receive an Address Resolution Protocol (ARP) packet from a virtual execution element in the virtual network, the virtual execution element executing at the computing device. The virtual router may determine, based at least in part on the ARP packet, whether virtual network information for the virtual execution element in a virtual network is known to the virtual router. The virtual router may, in response to determining that the virtual network information of the virtual execution element in the virtual network is not known to the virtual router, perform learning of the virtual network information for the virtual execution element.

Abstract: A hydrogen sensor that efficiently detects hydrogen gas at room temperature comprising a gold decorated reduced graphene oxide/zinc oxide (Au/rGO/ZnO) heterostructured composite, methods for making this sensor and a method for sensitive room temperature detection of hydrogen using the sensor.

Abstract: Techniques are described for learning an unknown virtual network information, such as an virtual Internet Protocol (IP) address, of a pod in a virtual network. In some examples, a virtual router executing at a computing device may receive an Address Resolution Protocol (ARP) packet from a virtual execution element in the virtual network, the virtual execution element executing at the computing device. The virtual router may determine, based at least in part on the ARP packet, whether virtual network information for the virtual execution element in a virtual network is known to the virtual router. The virtual router may, in response to determining that the virtual network information of the virtual execution element in the virtual network is not known to the virtual router, perform learning of the virtual network information for the virtual execution element.

Abstract: Oxygen scavenging polymeric compositions that possess an improved oxygen scavenging capability and can be formed into transparent/translucent thin films are disclosed. A composition can include iron powder, ferrous sulfate heptahydrate (FeSO4.7H2O) and glycerol dispersed in polyethylene. Such compositions are useful for creating packaging films with improved oxygen scavenging capability.

Abstract: A multilayer film that includes at least a first polymeric layer comprising a polyolefin-based polymer and a second polymeric layer comprising a blend of a polar polymer and a silicon (Si) containing material comprising a silane having at least one alkyl group having at least 6 carbon atoms (C6) is disclosed. Methods of using and making the multilayer film is also disclosed.

Abstract: A hydrogen sensor that efficiently detects hydrogen gas at room temperature comprising a gold decorated reduced graphene oxide/zinc oxide (Au/rGO/ZnO) heterostructured composite, methods for making this sensor and a method for sensitive room temperature detection of hydrogen using the sensor.

Abstract: A method and device for navigating between multiple talkgroups. The device includes a user input interface, a display, and an electronic processor communicatively coupled to the display. The processor is configured to generate, on the display, a graphical user interface, associate the communication device with a first talkgroup, present, on the display, a first application related to the first talkgroup, receive, via the user input interface, a user input indicative of a request to change talkgroups, associate, in response to the user input, the communication device with a second talkgroup, and present, on the display, a second application related to the second talkgroup.

Abstract: Systems and methods for performing a device operation in response to a touch input and based on a user's gaze are described. An example device includes a touch sensor configured to sense a touch input from a user, a gaze sensor configured to capture gaze information regarding a user's gaze, one or more processors, and a memory coupled to the one or more processors. The memory stores instructions that, when executed by the one or more processors, cause the device to determine a feature of the user's gaze based on the captured gaze information, and disregard the touch input based on the feature of the user's gaze.

Abstract: A method and device for navigating between multiple talkgroups. The device includes a user input interface, a display, and an electronic processor communicatively coupled to the display. The processor is configured to generate, on the display, a graphical user interface, associate the communication device with a first talkgroup, present, on the display, a first application related to the first talkgroup, receive, via the user input interface, a user input indicative of a request to change talkgroups, associate, in response to the user input, the communication device with a second talkgroup, and present, on the display, a second application related to the second talkgroup.

Abstract: Ag/C crystalline nanocomposite films and a method of forming the films with controllable Ag/C molar ratios using a concurrent excimer laser-induced ablation of a silver target and a hydrocarbon gas under a vacuum atmosphere. Metal/Carbon nanocomposites prepared by concurrent irradiation of a metal target, in the presence of a hydrocarbon gas, during an excimer laser induced process.

Abstract: A dynamic interface for camera-based authentication. An input device captures an image of a user during an instance of camera-based authentication. The input device selects a positioning template from a plurality of positioning templates based at least in part on a security level associated with the instance of camera-based authentication. The image of the user is displayed, concurrently with the selected positioning template, in a visual interface. The input device captures an authentication image when one or more features of the user relative are aligned with one or more visual cues of the first positioning template.