Abstract: A method of generating customizable goal representation is disclosed. A request from a user to view a goal representation is received. A flexible goal ontology is accessed that comprises one or more goal entities, one or more goal relationships between the goal entities, or one or more goal properties, the one or more goal properties including one or more metadata attributes relating to the one or more goal entities. A set of mapping rules is obtained that defines mappings between one or more goals. The set of mapping rules is evaluated to assemble a customized goal representation tailored to the user. The customized goal representation is updated based on a revaluation of the mapping rules affected by changes to the one or more goal entities, the one or more goal relationships, or the one or more properties.

Abstract: Embodiments are disclosed for a system that includes a data scrubbing circuit, a magnetoresistive random access memory (MRAM) having a memory array, and an analog persistent vital information circuit (APVIC) that performs a method. The method includes resetting weights corresponding to blocks of the memory array. The method further includes adjusting the weights based on a timer, data accesses on the memory blocks, and weight change values corresponding to the weights. The method also includes determining, in response to the timer, a data scrubbing threshold based on ambient temperature and magnetic field strength. The method additionally includes determining one of the weights meets the data scrubbing threshold. Further, the method includes providing, in response to the determination, an indication that a data scrubber, scrub one of the memory blocks corresponding to the weight that meets the data scrubbing threshold. Also, the method includes resetting the weight.

Abstract: A saw assembly including a base, a frame assembly disposed on the base and a rail system disposed on the frame assembly. The rail system extends in a longitudinal direction and a table assembly is slidingly disposed in the longitudinal direction on the rail system. The assembly includes a split table having a first table portion and a second table portion separated by a gap extending parallel to the longitudinal direction of the rail system. A pair of fences are mounted to the first and second table portions and bridge the gap to connect the first and second table portions to each other. The gap and corresponding channels and drain apertures allow the tile saw to channel and retain water while cutting a tile. At least one of the fences has a projection in the form of a bridge that is pivotable about the fence to move the projection away from the path of the blade.

Abstract: The present disclosure provides interferon receptor agonists with improved safety profiles and therapeutic indices. The interferon receptor agonists are attenuated through masking and/or reduced receptor binding as compared to a wild-type interferon. IFN receptor agonists optionally further comprise a targeting moiety, e.g., a targeting moiety that recognizes a tumor- or immune cell-associated antigen and directs the interferon receptor agonist to a tumor site and/or tumor-reactive immune cells. The disclosure further provides pharmaceutical compositions comprising the interferon receptor agonists, and methods of use of the interferon receptor agonists in therapy, as well as nucleic acids encoding the interferon receptor agonists, recombinant cells that express the interferon receptor agonists and methods of producing the interferon receptor agonists.

Abstract: Disclosed herein are systems and methods for collapsing sequencing reads and identifying similar sequencing reads. In one example, a method includes generating a plurality of first identifier subsequences from a first identifier sequence of each nucleotide sequencing read and generating a first signature for the nucleotide sequencing read by applying hashing to the plurality of first identifier subsequences. The method may include assigning the nucleotide sequencing read to a first particular bin of a first data structure based on the first signature and determining a nucleotide sequence for each first particular bin of the first data structure with one or more nucleotide sequencing reads assigned.

Abstract: A system and method for an electric vehicle (EV) battery resource sharing system is provided. One embodiment has a plurality of battery modules and a plurality of battery exchange facilities. Each different EV contains a battery swap cabinet that is configured to releasably secure at least one of the plurality of battery modules within the EV. A user of an EV, while at the battery exchange facility, exchanges a discharged first battery module for a second battery module that has been recharged. The battery exchange facility releases the recharged second battery module to the user after a payment has been made by the user. The battery exchange facility subsequently recharges the discharged first battery module after the user has placed the discharged first battery module into the battery exchange facility.

Abstract: Disclosed herein are systems and methods for collapsing sequencing reads and identifying similar sequencing reads. In one example, a method includes generating a plurality of first identifier subsequences from a first identifier sequence of each nucleotide sequencing read and generating a first signature for the nucleotide sequencing read by applying hashing to the plurality of first identifier subsequences. The method may include assigning the nucleotide sequencing read to a first particular bin of a first data structure based on the first signature and determining a nucleotide sequence for each first particular bin of the first data structure with one or more nucleotide sequencing reads assigned.

Abstract: A memory device provides a memory array including memory cells, a temperature sensing circuit, and a memory control unit operatively coupled to the memory array. The memory control unit includes a processor. The processor is configured to receive temperature information from the temperature sensing circuit, initiate programming of the memory cells with data using a first threshold voltage distribution when the temperature information indicates an operating temperature is in a first temperature range, and initiate programming of the memory cells with data using a second threshold voltage distribution when the temperature information indicates the operating temperature is in a second temperature range.

Abstract: A method, a computer program product, and a system for mitigating unauthorized encryptions of filesystem objects stored on a computing system. The method includes allocating a backup memory area for storing pre-encrypted filesystem objects, setting data bits in an encryption register that allow for monitoring a filesystem object marked for ransomware protection. The method also includes calculating an encryption rate of an encryption occurring on the filesystem object and determining that the encryption rate of the filesystem object exceeds an encryption-rate threshold. The encryption-rate threshold can be set by an administrator when marking the filesystem object for ransomware protection. The method further includes generating an alert to an administrator that the encryption rate of the filesystem object exceeds the encryption rate threshold and storing a backup of the filesystem object for a predetermined amount of time in the backup memory area.

Abstract: A method, a computer program product, and a system for initializing components to monitor for unauthorized encryptions of filesystem objects stored on a computing system. The method includes configuring an encryption monitor register to establish monitoring preferences of filesystem objects and allocating a predetermined size of persistent memory as a backup memory area for storing pre-encrypted versions of the filesystem objects. The method also includes inserting a starting address of the backup memory area in data bits of the encryption monitor register, and setting encryption monitor bits of page table entries in a hardware page table that correspond to at least one filesystem object, thereby establishing encryption monitoring of the filesystem object.

Abstract: Methods and systems are provided for mapping clinical terminology with natural language processing. In one embodiment, an example method includes generating a word relationship graph for a plurality of mappings between a first code set and a second code set, receiving a first code of the first code set, and automatically mapping a second code of the second code set to the first code based on the word relationship graph. In this way, seemingly different code descriptions from different medical vocabularies may be automatically mapped to each other with reduced processing and reduced human intervention.

Abstract: Smile treatment planning systems and methods are described herein. One method for adjusting an image of a smile may generally comprise receiving a three-dimensional (3D) digital model of a dental arch of a patient, receiving a digital facial image of the patient which includes an image of one or more teeth of the patient when smiling, registering the 3D digital model to the one or more teeth of the patient from the digital facial image, correcting the 3D digital model for scale and distortion to create a corrected 3D digital model, and overlaying the corrected 3D digital model onto the digital facial image.

Abstract: A system for displaying crime data comprises an input interface, a processor, and an output interface. The input interface is configured to receive a crime data and receive a foot traffic density data. The processor is configured to determine a normalized crime data based at least in part on the crime data and the foot traffic density data. The output interface configured to provide display information of the normalized crime data.

Abstract: Techniques for proactively detecting configuration inconsistencies may include: receiving notification regarding an occurrence of a trigger event in a system, wherein the trigger event is one of a plurality of defined trigger events, and wherein the plurality of defined trigger events include one or more defined time periods; and responsive to receiving the notification, performing first processing including: capturing configuration information describing a current configuration of the system; and performing proactive consistency validation processing of the configuration information that detects inconsistencies between dependent entities of the current configuration. The proactive consistency validation processing may detect inconsistencies between dependent entities of the same type or different types. Metadata may identify dependencies between entities that may exist in a configuration. Responsive to detecting an inconsistency, a suitable action may be taken and/or user notified.

Abstract: Attachments for tooth movements are described herein where the orthodontic attachments may be formed by obtaining a digital model of a dentition of a subject and digitally placing one or more attachments upon the digital model for imparting one or more preselected movements to the dentition. A finite element model may be formed with one or more forces applied to the dentition and an initial stress map may be created to impart upon the dentition based on the finite element model. A subsequent stress map may be predicted using, e.g., machine learning, to achieve the one or more preselected movements.

Abstract: A memory device comprises a memory array including memory cells, a temperature sensing circuit, and a memory control unit operatively coupled to the memory array. The memory control unit includes a processor. The processor is configured to receive temperature information from the temperature sensing circuit, initiate programming of the memory cells with data using a first threshold voltage distribution when the temperature information indicates an operating temperature is in a first temperature range, and initiate programming of the memory cells with data using a second threshold voltage distribution when the temperature information indicates the operating temperature is in a second temperature range.

Abstract: Provided is a method for certifying a communicative connection. The method includes, in response to receiving a first request from a first virtualized communication endpoint (VCE), allocating and assigning a first communication portal to the first VCE, generating an encryption key associated with the first communication portal, and returning the encryption key and an identification of the first communication portal to the first VCE. The method further includes, in response to receiving a second request from a second VCE to establish a communicative connection with the first communication portal, the second request being accompanied by an encrypted certificate, comparing, using the encryption key, the information included in the certificate with certificate input information. The method further includes, in response to determining that the information included in the certificate matches the certificate input information, establishing the communicative connection between the first VCE and the second VCE.

Abstract: A memory array including memory cells, a temperature sensing circuit, and a memory control unit operatively coupled to the memory array. The memory control unit includes a processor. The processor is configured to receive temperature information from the temperature sensing circuit, initiate programming of the memory cells with data using a first threshold voltage distribution when the temperature information indicates an operating temperature is in a first temperature range, and initiate programming of the memory cells with data using a second threshold voltage distribution when the temperature information indicates the operating temperature is in a second temperature range.

Abstract: In one general aspect, a level-shifting circuit includes a first supply terminal configured to receive a first supply voltage, and a second supply terminal configured to receive a second supply voltage different from the first supply voltage. The level-shifting circuit includes a shifting circuit having electrical connections to an input terminal and an output terminal and configured to, in response to a first voltage at a first node, produce a second voltage at a second node. The shifting circuit is used to shift a first voltage level to a second voltage level. The level-shifting circuit includes a clamping circuit having an electrical connection to the first node where the clamping circuit is configured to limit current at the first node from flowing to a ground.

Abstract: Examples relate to deploying distributed applications using virtual nodes. In some examples, virtual nodes are created and are each assigned a core subset of a number of processing cores, an Internet protocol (IP) address, and an in-memory file system configured to provide access to a portion of physically shared memory. At this stage, a distributed application that is configured to be deployed to a plurality of machine nodes is deployed to the plurality of virtual nodes. On a first virtual node, a reference to a first dataset stored in physically shared memory is sent to a second virtual node, where the physically shared memory is accessible to each of the plurality of virtual nodes. Next, on the second virtual node, the first dataset is accessed through the in-memory file system of the first virtual node.