Abstract: A battery pack includes at least one electrochemical cell, a main housing, at least one projection, and a lock member. The main housing defines a longitudinal axis extending between front and rear surfaces, a transverse axis orthogonal to the longitudinal axis and extending between pair of lateral surfaces, a height axis extending between upper and lower surfaces and orthogonal to each of the longitudinal axis and the transverse axis, and a longitudinal plane of symmetry extending between the front surface and the rear surface and disposed parallel to each of the longitudinal axis and the height axis. The at least one projection is asymmetrically positioned with respect to the longitudinal plane of symmetry of the main housing. The lock member defines a lock slot therein extending along the transverse axis, such that the lock slot is asymmetrically positioned with respect to the longitudinal plane of symmetry of the main housing.

Abstract: A cargo restraint assembly for a cargo handling system is provided. The cargo restraint assembly includes a base assembly. The base assembly includes a plunger, a compression spring, and an attenuation lock. Responsive to being activated, the plunger is configured to extend in a first direction into an opening within a modular container thereby restraining the modular container in a second direction, the second direction being perpendicular to the first direction. The compression spring provides a restraint to keep the plunger locked in an outwardly extended state in an activated state or locked in an inwardly retracted state in a deactivated state. The attenuation lock is configured to block the plunger from attenuating from the activated state unless acted upon by an actuation/de-actuation lever.

Abstract: A cargo restraint assembly for a cargo handling system is provided. The cargo restraint assembly includes a base assembly. The base assembly includes a plunger. Responsive to being activated, the plunger is configured to extend in a first direction into an opening within a modular container thereby restraining the modular container in a second direction, the second direction being perpendicular to the first direction. The base assembly further includes a compression spring. The compression spring provides a restraint to keep the plunger locked in an outwardly extended state in an activated state or locked in an inwardly retracted state in a deactivated state.

Abstract: An apparatus includes a housing, an energy storage member, a carrier, a medicament container, and a delivery control mechanism. The housing defines a gas chamber configured to receive pressurized gas from the energy storage member to pressurize the gas chamber. The carrier has a proximal surface that defines a portion of the gas chamber. The medicament container is coupled to the carrier and has a distal end portion coupled to a delivery member. The medicament container contains at least 5 mL of medicament and includes an elastomeric member that seals the medicament within the medicament container. The delivery control mechanism is coupled to a proximal end portion of the medicament container and includes a flow restriction member for regulating a pressure supplied by the gas chamber and entering into the medicament container that acts on the elastomeric member.

Abstract: A method to develop one or more morphometric classifiers to identify a tumor mutation burden (TMB). The method provides a non-invasive method of characterizing TMB that is responsive to a tumor in its early stages of development and irrespective of the tumor size. The method allows targeting cancer therapy to the specific characteristics of the cancer that the patient may have, allowing more efficient cancer management with far fewer side effects.

Abstract: One or more radar sensors can be used to monitor patients in a variety of different environments and embodiments. In one embodiment, radar sensors can be used to monitor a patient's breathing, including monitoring of tidal volume, chest expansion distance, breathing rate, etc. In another embodiment, a patient position can be monitored in a patient bed, which can be used as feedback for control of bladders of a patient bed. Additional embodiments are described herein.

Abstract: A method of formulating novel humic material is disclosed comprising mixing one or more portions of Dimethylphenylpiperazinium (DMPP) with one or more portions of N-(N-butyl) thiophosphoric triamide (NBPT) with one or more portions of Isobutylidene-diurea (IBDU) with one or more portions of Polyaspartic Acid with one or more portions of Chitosan and a portion of Mycorrhizae and Rhizobia to form a portion of biostimulant material; obtaining a portion of seaweed harvest and crushing and drying said portion of seaweed to form a portion of seaweed powder; Obtaining a portion of leonardite and crushing said portion of leonardite to form a portion of humic raw material; mixing one or more portion of animal manure with one or more portion of stover with one or more portion of organic waste to form a portion of compositing mix and composting said compositing mix to form a portion of composted material; obtaining a portion of plant waste and subjecting said portion of plant waste through an anaerobic combustion to for

Abstract: The present disclosure is directed to a frame assembly. The frame assembly includes, for example, a bottom support structure, a handle housing coupled to the bottom support structure, a holder coupled to the handle housing, and a diagonal support structure diagonally positioned and coupled to the handle housing via the holder. The handle housing, the holder, and the diagonal support structure together form an integrated structure.

Abstract: Methods and systems for compressing shape data for a set of electronic designs include inputting a set of shape data, where the shape data comprises mask designs. A convolutional autoencoder encodes the set of shape data, where the encoding compresses the set of shape data to produce a set of encoded shape data. The convolutional autoencoder is tuned for increased accuracy of the set of encoded shape data based on design rules for the set of electronic designs. The convolutional autoencoder comprises a set of parameters comprising weights, and the convolutional autoencoder has been trained to retain important information needed, based on the design rules for the set of electronic designs.

Abstract: Methods for compressing shape data for a set of electronic designs include inputting a set of shape data, where the shape data comprises mask designs. A convolutional autoencoder encodes the set of shape data, where the encoding compresses the set of shape data to produce a set of encoded shape data. The convolutional autoencoder is tuned for increased accuracy of the set of encoded shape data based on design rules for the set of shape data. The convolutional autoencoder comprises a set of parameters comprising weights, and the convolutional autoencoder has been trained to determine what information to keep based on the weights.

Abstract: Luggage or apparatus for carrying items where a frame member collapses to allow the front to collapse toward the back to reduce the volume of the apparatus for shipping or storage. The frame member may extend: across the left side, along the bottom, from the left side to the right side, across the right side, from the back to the front, or a combination thereof. The bottom may include a folding bottom board attached with a fabric hinge. Shoulder straps may be stored in a front compartment to carry the apparatus as a backpack.

Abstract: A method of formulating novel humic material is disclosed comprising mixing one or more portions of Dimethylphenylpiperazinium (DMPP) with one or more portions of N—(N-butyl) thiophosphoric triamide (NBPT) with one or more portions of Isobutylidene-diurea (IBDU) with one or more portions of Polyaspartic Acid with one or more portions of Chitosan and a portion of Mycorrhizae and Rhizobia to form a portion of biostimulant material; obtaining a portion of seaweed harvest and crushing and drying said portion of seaweed to form a portion of seaweed powder; Obtaining a portion of leonardite and crushing said portion of leonardite to form a portion of humic raw material; mixing one or more portion of animal manure with one or more portion of stover with one or more portion of organic waste to form a portion of compositing mix and composting said compositing mix to form a portion of composted product; obtaining a portion of plant waste and subjecting said portion of plant waste through an anaerobic combustion to form

Abstract: A device comprises a syringe and a body carrying the syringe and comprising one or more of an action figure, a miniaturized version of a useful article, a fanciful version of a useful article, a playful or fanciful other object, or the like.

Abstract: A method of formulating novel humic material is disclosed comprising mixing one or more portions of Dimethylphenylpiperazinium (DMPP) with one or more portions of N—(N-butyl) thiophosphoric triamide (NBPT) with one or more portions of Isobutylidene-diurea (IBDU) with one or more portions of Polyaspartic Acid with one or more portions of Chitosan and a portion of Mycorrhizae and Rhizobia to form a portion of biostimulant material; obtaining a portion of seaweed harvest and crushing and drying said portion of seaweed to form a portion of seaweed powder; Obtaining a portion of leonardite and crushing said portion of leonardite to form a portion of humic raw material; mixing one or more portion of animal manure with one or more portion of stover with one or more portion of organic waste to form a portion of compositing mix and composting said compositing mix to form a portion of composted product; obtaining a portion of plant waste and subjecting said portion of plant waste through an anaerobic combustion to form

Abstract: Wear resistant articles are described herein which, in some embodiments, mitigate CTE differences between wear resistant components and metallic substrates. In one aspect, an article comprises a layer of sintered cemented carbide bonded to a layer of iron-based alloy via a metal-matrix composite bonding layer, wherein coefficients of thermal expansion (CTE) of the sintered cemented carbide layer, metal matrix composite bonding layer, and iron-based alloy layer satisfy the relation: x = ( ? C ? ? T ? ? E ? ? WC - C ? ? T ? ? E ? ? M ? ? M ? ? C ? ) ( ? C ? ? T ? ? E ? ? M ? ? M ? ? C - C ? ? T ? ? E ? ? Fe ? ) wherein 0.5?x?2 and CTE WC, CTE MMC and CTE Fe are the CTE values for the sintered cemented carbide, metal matrix composite, and iron-based alloy in 1/K respectively at 900° C. to 1100° C.

Abstract: The present disclosure is directed to a frame assembly. The frame assembly includes, for example, a bottom support structure, a handle housing coupled to the bottom support structure, a holder coupled to the handle housing, and a diagonal support structure diagonally positioned and coupled to the handle housing via the holder. The handle housing, the holder, and the diagonal support structure together form an integrated structure.

Abstract: Methods for fracturing or mask data preparation are disclosed in which a set of single-beam charged particle beam shots is input; a calculated image is calculated using a neural network, from the set of single-beam charged particle beam shots; and a set of multi-beam shots is generated based on the calculated image, to convert the set of single-beam charged particle beam shots to the set of multi-beam shots which will produce a surface image on the surface. Methods for training a neural network include inputting a set of single-beam charged particle beam shots; calculating a set of calculated images using the set of single-beam charged particle beam shots; and training the neural network with the set of calculated images.