Abstract: Amino acid sequences of proteins can be produced using an autoencoder. For example, amino acid sequences of variant proteins can be produced by an autoencoder that is fed an amino acid sequence of a base protein as input. A decoding component of the autoencoder can include at least one or more components of a generative adversarial network.

Abstract: A small micro-controller with other associated circuitry is embedded in the housing of a battery to digitally display a battery's state on its exterior. The measurements computed or displayed can include indications of any state of the battery including, but without limitation, indications of (1) the amount of time remaining until the battery's current charge is exhausted, (2) the amount of power remaining in the battery (3) including for example a percentage remaining, (4) the amount of time until the battery will no longer accept a charge, (5) the amount of shelf life remaining (6) the amount of shelf life remaining until the battery charge depletes to a certain threshold and (7) the current voltage being delivered (8) the amperage available.

Abstract: Portable storage units are equipped with human readable electronic displays that contain information pertaining to the content and state of the storage units. The information displayed changes as the contents of the storage unit change. Such electronic labels can contain a variety of useful information. Some information would be static, such as owner identification, while other information will be dynamic such as the amount of free space. Still other information will be browseable such as the directory structure, file contents, storage unit total capacity, storage unit available space, storage unit directory structure, storage unit file names. storage unit file contents and device reliability statistics.

Abstract: An intelligent document recognition-based document management system includes modules for image capture, image enhancement, image identification, optical character recognition, data extraction and quality assurance. The system captures data from electronic documents as diverse as facsimile images, scanned images and images from document management systems. It processes these images and presents the data in, for example, a standard XML format. The document management system processes both structured document images (ones which have a standard format) and unstructured document images (ones which do not have a standard format). The system can extract images directly from a facsimile machine, a scanner or a document management system for processing.

Abstract: A method to minimize the distortion, such as buckling, caused in the welding of thin plate by utilizing transient thermal tensioning to induce areas of residual tensile stress. Distortion of such welded plates after stiffeners are welded to the plates is due to large areas of unsupported residual compressive stress following the tensile stress that is induced along the weld lines by the welding of the stiffeners. Application of transient thermal tensioning by moving heat sources at the time of welding of the stiffeners induces areas of residual tensile stress that minimize the tendency of the plates to buckle. Multiple heat sources of variable intensity may be utilized, and multiple stiffeners may be welded to a single panel by the method. Minimization of distortion improves the function and appearance of the finished plates and minimizes post-welding repairs.

Abstract: A server embeds typically static documents with program code enabling, for example, a form to intelligently route itself to a desired destination, to prompt a user to respond to particular questions, to perform validation operations, and to present various pull down list choices from which a user may select. Such an “active document” preferably has the capability of presenting a questionnaire to a user and to consolidate responses to the questionnaire. The active document-based questionnaire may be designed such that different questions are automatically sent to different recipients. A wide variety of applications are described including product sales lead generation and product marketing to enable the collection and optimal distribution of information regarding potential customer names, feedback concerning opinions about the product.

Abstract: A method to minimize the distortion, such as buckling, caused in the welding of thin plate by utilizing transient thermal tensioning to induce areas of residual tensile stress. Distortion of such welded plates after stiffeners are welded to the plates is due to large areas of unsupported residual compressive stress following the tensile stress that is induced along the weld lines by the welding of the stiffeners. Application of transient thermal tensioning by moving heat sources at the time of welding of the stiffeners induces areas of residual tensile stress that minimize the tendency of the plates to buckle. Multiple heat sources of variable intensity may be utilized, and multiple stiffeners may be welded to a single panel by the method. Minimization of distortion improves the function and appearance of the finished plates and minimizes post-welding repairs.

Abstract: A locking stand for preventing theft of portable objects, such as boats, ATVs and bicycles. The stand comprises two hollow parts which are reinforced with free-wheeling solid metal bars to deter sawing. A first part has a base and a vertically extending auger-portion which is secured into the ground to an appropriate depth such that the base is securely mounted. The second part is U-shaped and is designed to fit around a part of a piece of portable equipment prior to being slid over the base and locked thereto.