Abstract: Aspects of the present disclosure relate to a demand forecasting system. The demand forecasting system may include components for developing forecasting models, generating demand forecasts, and handling outputs of demand forecasting models. In some embodiments, the demand forecasting system may include a model training system and one or more components that can be used by the model training system to improve model performance.

Abstract: Can ends having re-closable covers are disclosed. An example can end assembly includes a can end having a center panel that defines a pour panel and a cover rotatably coupled to the can end. The cover has a diameter that is greater than a diameter of the can end. The cover is rotatable relative to the can end between a first position to at least one of prevent or restrict access to the pour panel and a second position to enable access to the pour panel.

Abstract: An eSIM activation system that allows a user to easily select an optimal mobile communication plan by making access for activation of an eSIM in one step. An eSIM terminal device 2 performs an eSIM application, a user selects a mobile communication plan in correspondence with a usage state and a usage schedule and makes a payment, when an e-mail address is input to the eSIM terminal device 2, an activation server 1 transmits a URL of an activation site to a user terminal to which the e-mail address is set, a user terminal 3 accesses the activation site from the URL and inputs a one-time authentication code to display a two-dimensional barcode on the user terminal 3, and when the two-dimensional barcode is read into a communication setting of the user terminal 3, activation is completed.

Abstract: A wafer carrier includes a pocket sized and shaped to accommodate a wafer, the pocket having a base and a substantially circular perimeter, and a removable orientation marker, the removable orientation marker comprising an outer surface and an inner surface, the outer surface having an arcuate form sized and shaped to mate with the substantially circular perimeter of the pocket, and the inner surface comprising a flat face, wherein the removable orientation marker further comprises a notch at a first end of the flat face.

Abstract: A venting structure for a housing containing rotating components and fluid, such as a vehicle drive unit, includes a vent receptacle that opens to an exterior of the housing. A venting duct integrally formed in a wall of a main cavity for the housing is connected at a first end to a bottom of the vent receptacle and at a second end to a portion of the main cavity that is above fluid within the main cavity for orientations between and including the housing being upright and the housing being inverted.

Abstract: An example can end includes a can end having center panel defining a pour panel and a first wall extending from the center panel. A cover defines a first opening and rotatably couples to the can end. The cover is rotatable relative to the pour panel between a first position and a second position. The opening of the cover aligns with the pour panel to allow access to the pour panel when the cover is in the first position. The opening of the cover is offset relative to the pour panel such that the opening is misaligned with the pour panel to at least one of restrict or prevent access to the pour panel when the cover is in the second position.

Abstract: Improved rotor/stator air gap control within the electric traction motor for an electric vehicle is provided by stator supports projecting from interior sidewalls of the motor housing and contacting portions of peripheral surfaces of the stator core. The stator supports are spaced apart from a pilot bore receiving an end of the stator. Surfaces of the pilot bore contacting the stator core and surfaces of the stator support contacting the stator core are spaced apart, with oil channels in the intervening region allow flow of combined coolant and lubricant over the stator core. The portions of the stator core contacted by the surfaces of the pilot bore are preferably located between an end of the stator core and a midpoint between the end and an opposite end.

Abstract: The present disclosure provides systems and methods for providing surgical guidance. In one aspect, the present disclosure provides a surgical guidance system comprising: an image processing module configured to (i) receive image data obtained using one or more image and/or video acquisition modules and (ii) generate one or more medical predictions or assessments based on (a) the image/video data or physiological data associated with the image/video data and (b) one or more training data sets comprising surgical or medical data associated with a patient or a surgical procedure. The one or more training data sets may comprise anatomical and physiological data obtained using a plurality of imaging modalities. The system may further comprise a visualization module configured to provide a surgical operator with an enhanced view of a surgical scene, based on the one or more augmented data sets.

Abstract: The present disclosure provides systems and methods for providing surgical guidance. In one aspect, the present disclosure provides a surgical guidance system comprising: an image processing module configured to (i) receive image data obtained using one or more image and/or video acquisition modules and (ii) generate one or more medical predictions or assessments based on (a) the image/video data or physiological data associated with the image/video data and (b) one or more training data sets comprising surgical or medical data associated with a patient or a surgical procedure. The one or more training data sets may comprise anatomical and physiological data obtained using a plurality of imaging modalities. The system may further comprise a visualization module configured to provide a surgical operator with an enhanced view of a surgical scene, based on the one or more augmented data sets.

Abstract: A method includes providing a type IV semiconductor substrate having a main surface, forming a type III-V semiconductor channel region over the type IV semiconductor substrate, the type III-V semiconductor channel region comprising a two-dimensional carrier gas, forming a type III-V semiconductor lattice transition region between the type IV semiconductor substrate and the type III-V semiconductor channel region, wherein forming the type III-V semiconductor lattice transition region incudes forming a first lattice transition layer over the type IV semiconductor substrate, the first lattice transition layer having a first metallic concentration, forming a third lattice transition layer over the first lattice transition layer, the third lattice transition layer having a third metallic concentration higher than the first metallic concentration, and forming a fourth lattice transition layer over the third lattice transition layer, the fourth lattice transition layer having a fourth metallic lower than the first m

Abstract: Methods and systems for forecasting demand for items across multiple channels are disclosed. In some implementations, multi-channel demand forecasting may be performed on a per-item, per-location basis, by selectively generating item-location forecasts for each item and location within a supply chain for each channel, or disaggregating a chain level forecast on a per-item basis to each location. Particular selection of an appropriate model, and selective training of models, allows for efficient computation of such forecasts across a large supply chain with thousands of locations and hundreds of thousands, or millions, of items for which forecasts are generated.

Abstract: Re-closable mobile packages are disclosed. An example can end includes a center panel having a pour opening. A first track extends from an upper surface of the center panel around a perimeter of the pour opening. A cover is rotatably coupled to the center panel about a rotational axis. The cover includes a second track. The second track extends partially around a perimeter of the cover such that the second track defines at least a first gap. The second track to engage the first track when the cover is in a closed position.

Abstract: The present disclosure provides a system and methods for time of flight imaging, comprising: (a) an imaging sensor configured to receive a plurality of light signals reflected from a surgical scene, wherein the imaging module comprises a first imaging unit configured for time of flight (TOF) imaging; a second imaging unit configured for at least one of laser speckle imaging and fluorescence imaging; and an optical element configured to (i) direct a first set of light signals to the first imaging unit and (ii) direct a second set of light signals to the second imaging unit; and (b) an image processing module operatively coupled to the first imaging unit and the second imaging unit, wherein the image processing module is configured to generate one or more images of the surgical scene based on the first set of light signals and the second set of light signals.

Abstract: The present disclosure provides systems and methods for providing surgical guidance. In one aspect, the present disclosure provides a surgical guidance system comprising: an image processing module configured to (i) receive image data obtained using one or more image and/or video acquisition modules and (ii) generate one or more medical predictions or assessments based on (a) the image/video data or physiological data associated with the image/video data and (b) one or more training data sets comprising surgical or medical data associated with a patient or a surgical procedure. The one or more training data sets may comprise anatomical and physiological data obtained using a plurality of imaging modalities. The system may further comprise a visualization module configured to provide a surgical operator with an enhanced view of a surgical scene, based on the one or more augmented data sets.