Abstract: A mushroom growing appliance includes a grow chamber defined within a cabinet and a climate control system for regulating the humidity and gas concentrations within the grow chamber. The climate control system includes a water reservoir positioned within the grow chamber for receiving water; a wicking filter positioned at least partially within the water reservoir for wicking the water into the wicking filter; a water supply system comprising a water storage tank that is mounted adjacent the cabinet above the water reservoir, the water storage tank fluidly coupled to the water reservoir through a water supply opening defined through the cabinet; a recirculation fan positioned adjacent the wicking filter for selectively urging a flow of recirculation air through the wicking filter and back into the grow chamber; and a fresh air fan positioned adjacent the wicking filter for urging a flow of fresh air through the wicking filter and into the grow chamber.

Abstract: Systems and methods are disclosed for using a distributed ledger interface system to facilitate background verification of an individual. One method may include, sending, by a server to a first device associated with a first organization, an indication that an individual is ending the membership to the first organization; unlocking access to an individual-specific data structure in a distributed ledger, wherein the individual-specific data structure allows storage of a plurality of data values corresponding to a plurality of background aspects of the individual, and wherein the distributed ledger is shared within a plurality of nodes within a network; providing, to a user device associated with the individual, a digital key to allow permission to access the individual-specific data structure; and granting, to a second computing device associated with a second organization, and based on a permission received from the user device, access to the individual-specific data structure.

Abstract: A system and method provide a trained model that uses vectorized word embeddings that are averaged or summed to form representations for sentences and phrases. The representations are processed in a Siamese neural network including multiple LSTM stages to find semantically related matches in catalogs for non-catalog queries. The model is trained using catalog data and randomized data using a contrastive loss function to generate similarity metrics for catalog-non-catalog pairs.

Abstract: A washing machine appliance defines a mutually perpendicular vertical direction, lateral direction, and transverse direction. The washing machine appliance includes a cabinet and a top cover. A wash tub is mounted within the cabinet and a wash basket is mounted rotatably within the wash tub. The wash basket is accessible through an opening in the top cover. A bulk tank is mounted inside the top cover. The washing machine appliance further includes a dispensing pump spaced apart from the bulk tank and in fluid communication with the bulk tank. The dispensing pump is operable to draw a liquid additive from the bulk tank. The washing machine appliance also includes a dispenser box downstream of the dispensing pump and upstream of the wash tub.

Abstract: A refrigerator appliance includes a dispensing assembly. The dispensing assembly includes a dispenser recess with a flexible hose that is in fluid communication with a water supply to deliver water to the dispenser recess. The dispensing assembly also includes an actuating mechanism in operative communication with the water supply to cause the water supply to deliver a flow of water to the flexible hose when the actuating mechanism is activated. The dispensing assembly further includes a vibration generator coupled to the flexible hose and in operative communication with the actuating mechanism such that the vibration generator is activated when the actuating mechanism is activated. The vibration generator moves the flexible hose relative to the dispenser recess when the vibration generator is activated, thereby providing a wave pattern flow of water from the flexible hose.

Abstract: A shared bus time interleaves 1 PPS signal and control and coordination information between a primary timing source and line cards that need to be synchronized using the 1 PPS signals. The shared bus utilizes 1 second frames divided into time slots. The 1 PPS signals are interleaved at predetermined locations in the frame so the delays introduced by interleaving the 1 PPS data in time can be precisely removed. While the bus is not being used for 1 PPS signals, the bus is available to send control and coordination information between the line cards and the primary timing source, avoiding the use of another system and increasing utilization of an available communication path.

Abstract: A method of carrying out a bioreaction in a multivessel bioreactor system may include flowing a culture medium at an initial flow rate through one or more fluidic paths between a master vessel and one or more slave vessels, detecting a first culture medium parameter value in the master vessel or the slave vessels, transmitting the first culture medium parameter value to a control system, determining an adjusted flow rate of the culture medium at the control system based on the first culture medium parameter value, and controlling a bidirectional fluid transfer device with the control system to adjust the flow rate of the culture medium through the one or more fluidic paths. The control system may adjust the flow rate of the culture medium to maintain a substantially uniform value of the first culture medium parameter value in the master vessel or the one or more slave vessels.

Abstract: Provided is an imaging device (1) including: an imaging element (10); and a semiconductor element (20, 30) provided to be opposed to the imaging element and electrically coupled to the imaging element. The semiconductor element includes: a wiring region (20A, 30A) provided in a middle portion and a peripheral region (20B, 30B) outside the wiring region; a wiring layer (22, 32) having a wiring line in the wiring region; a semiconductor substrate (21, 31) opposed to the imaging element with the wiring layer interposed therebetween and having a first surface (Sa, Sc) and a second surface (Sb, Sd) in order from a side of the wiring layer; and a polishing adjustment section (23, 33) including a material that is lower in polishing rate than a constituent material of the semiconductor substrate, the polishing adjustment section being disposed in at least a portion of the peripheral region and provided in a thickness direction of the semiconductor substrate from the second surface.

Abstract: A device may receive software data identifying current logs and events associated with software products utilized by an entity and may process the software data, with a machine learning model, to generate error severity scores for the software products. The machine learning model may be trained based on historical software data identifying events and logs associated with software products utilized by the entity and based on a combination of historical health scores, historical sentiment scores, and historical dissimilarity scores for the software products. The device may process the error severity scores, with a prioritization model, to generate prioritized error scores and may process the error severity scores and the prioritized error scores, with a root cause analysis model, to generate root cause data identifying root causes associated with the error severity scores. The device may perform one or more actions based on the root cause data.

Abstract: An image forming system includes an input device, an image processing device, an image forming device, a delivery device, and a controller. The controller causes the image processing device to execute RIP operation in forward order with respect to print data, upon receipt, through the input device, of a first instruction indicating one of a combination of reverse order and face-up, and a combination of forward order and face-down, as combination of sorting order and face orientation at delivery of a recording medium having an image formed thereon, and causes the image processing device to execute RIP operation in reverse order with respect to the print data, upon receipt, through the input device, of a second instruction indicating one of a combination of forward order and face-up, and a combination of reverse order and face-down, as the combination of the sorting order and the face orientation at delivery.

Abstract: A method includes supporting, by a support, a bag containing one or more items of an order and detecting, by a sensor coupled to an end of the support, a weight of the bag and the one or more items when the bag is suspended on the support such that the weight of the bag and the one or more items is exerted on the support. The method also includes comparing, by a hardware processor, the detected weight to an expected weight of the order and communicating, by the hardware processor, an alert when the expected weight is unequal to the detected weight.

Abstract: A transport stack may control identity information that may be owned by a user. An information record of the identity information may be stored on a distributed ledger. Transactors may request a viewing-share for the identity information to support transactions with the user. The transport stack may generate a grant record when a transactor is provided with a viewing-share of the identity information. The grant record may be stored on the distributed ledger. The distributed ledger may provide a verifiable record of the identity information content and history of viewing-share grants.

Abstract: A system for adaptably collecting pharmaceuticals into various containers is provided. The system includes an automated pharmaceutical counting device with a loading portion for accepting the pharmaceuticals for counting, an exit portion for dispensing the pharmaceuticals, and a receiving area configured to interchangeably accommodate a bulk collection vessel and an adapter for an individual container for an individual prescription. The automated pharmaceutical counting device dispenses the pharmaceuticals through the exit portion and into an inserted one of the bulk collection vessel and the adapter.

Abstract: In an in-hand apparatus being operated by a user, a display device of the in-hand apparatus displays a list of image forming apparatuses that can access a cloud server, an input device of the in-hand apparatus designates an image forming apparatus selected out of the list according to a selection input, as remote apparatus. When the display device of the in-hand apparatus displays a user box stored in a storage device of the remote apparatus, and the input device of the in-hand apparatus receives an input for selecting a file out of the user box, the remote apparatus transmits the selected file to the cloud server, and the cloud server stores the file and a file name to which information proper to the remote apparatus is added, and the in-hand apparatus receives the file and the file name from the cloud server.

Abstract: For dead time determination for a gamma camera or other detector, a long-lived point source of emissions is positioned so that the gamma camera detects the emissions from the source while also being used to detect emissions from the patient. The long-lived point source, in the scan time, acts as a fixed frequency source of emissions, allowing for dead time correction measurements that include the crystal detector effects.

Abstract: A refrigerator appliance or ice making assembly, as provided herein, may include a body and an ejector. The body may include an ice mold for receiving and freezing water. The ice mold may define a discrete first compartment and second compartment within which water freezes. The first compartment may define a first cube profile. The second compartment may be axially-spaced apart from the first compartment and define a second cube profile. The second cube profile may be different from the first cube profile. The ejector may be rotatably disposed above the first cube profile and the second cube profile to motivate ice from the first and second compartments.

Abstract: The disclosure provides methods of manufacturing products comprising allulose produced by contacting a protein having allulose 3-epimerase activity with a fructose substrate under conditions such that the fructose substrate is converted into allulose. The disclosure also provides methods of manufacturing products comprising allulose produced by providing a vector comprising a nucleic acid molecule having a polynucleotide sequence encoding a protein having allulose 3-epimerase activity.

Abstract: Systems and methods are provided for the classification of identified security vulnerabilities in software applications, and their triage based on automated decision-tree triage and/or machine learning. The disclosed system may generate a report listing detected potential vulnerability issues, and automatically determine whether the potential vulnerability issues are exploitable using automated triage policies containing decision trees or by extracting vulnerability features from the report and processing the extracted vulnerability features using machine learning models.

Abstract: A reverse osmosis filter ram apparatus comprises a base rack having a controllable linear actuator thereon, preferably a hydraulic ram apparatus. The ram apparatus comprises detachable and changeable connection brackets configured to alternately connect to steel reverse osmosis tubes and fiberglass reverse osmosis tubes. The linear actuator comprises a plunger head that is configured to push one or more spools within a reverse osmosis tube for moving tubular reverse osmosis filters therein, either for adding the same from the reverse osmosis tube or removal of the same from the reverse osmosis tube. Systems and methods of using the same are further provided.

Abstract: A system and method for facilitating the purchase of digital lottery tickets, the validation of digital lottery tickets, and the redemption of digital lottery tickets. The systems and methods provide improved security and protection against fraudulent validation and redemption of digital lottery tickets.