Abstract: Systems and methods are provided to create training data, validate, deploy and test artificial intelligence (AI) systems in a virtual development environment, incorporating virtual spaces, objects, machinery, devices, subsystems, and actual human action and behavior.

Abstract: To provide an accelerated aging seed testing kit system, a single sheet of plastic or other suitable formable sheet material is pressed into the shape of a compartment base having recesses for mounting a seed holder. A seed holder that includes a seed support and a seed support holder is formed. The seed support holder is formed of a single sheet of plastic having radially extending tabs that fit into the recesses of the container to support the seed support above the rest of the test kit. A lid is formed out of one piece of plastic having a bendable tab to serve as a port and the openings and connecting points of the lid and seed holder are positioned so they can only fit together in one orientation having the port above a bypass channel.

Abstract: To provide an accelerated aging seed testing kit system, a single sheet of plastic or other suitable formable sheet material is pressed into the shape of a compartment base having recesses for mounting a seed holder. A seed holder that includes a seed support and a seed support holder is formed. The seed support holder is formed of a single sheet of plastic having radially extending tabs that fit into the recesses of the container to support the seed support above the rest of the test kit. A lid is formed out of one piece of plastic having a bendable tab to serve as a port and the openings and connecting points of the lid and seed holder are positioned so they can only fit together in one orientation having the port above a bypass channel.

Abstract: To provide an accelerated aging seed testing kit system, a single sheet of plastic or other suitable formable sheet material is pressed into the shape of a compartment base having recesses for mounting a seed holder. A seed holder that includes a seed support and a seed support holder is formed. The seed support holder is formed of a single sheet of plastic having radially extending tabs that fit into the recesses of the container to support the seed support above the bottom of the test kit. A bypass channel for addition of an aqueous solution used in the prescribed test condition is provided in the seed holder. A lid is formed out of one piece of plastic having a bendable tab to serve as a port and the openings and connecting points of the lid and seed holder are positioned so they can only fit together in one orientation having the port above the bypass channel. The saturated cold germination test kit includes a compartment base, a lid and a holder for an oxygen scavenger.

Abstract: The seed test kit includes a compartment base, a lid and a holder for an oxygen scavenger. The base includes a liquid gas exchange control trough around its perimeter. It is sized to house a high moisture holding seed planting surface pack at the bottom so seeds can be placed on top of the surface to imbibe and initiate pre-germination mechanisms. The lid has an edge that fits into a trough that houses a gas barrier liquid in the base to form an airtight seal and has an attachable compartment for an oxygen scavenger so the kit may be placed together in an airtight configuration with the oxygen scavenger inside to provide an anaerobic atmosphere.

Abstract: To provide an accelerated aging seed testing kit system, a single sheet of plastic or other suitable formable sheet material is pressed into the shape of a compartment base having recesses for mounting a seed holder. A seed holder that includes a seed support and a seed support holder is formed. The seed support holder is formed of a single sheet of plastic having radially extending tabs that fit into the recesses of the container to support the seed support above the bottom of the test kit. A bypass channel for addition of an aqueous solution used in the prescribed test condition is provided in the seed holder. A lid is formed out of one piece of plastic having a bendable tab to serve as a port and the openings and connecting points of the lid and seed holder are positioned so they can only fit together in one orientation having the port above the bypass channel. The saturated cold germination test kit includes a compartment base, a lid and a holder for an oxygen scavenger.

Abstract: To provide an accelerated aging seed testing kit system, a single sheet of plastic or other suitable formable sheet material is pressed into the shape of a compartment base having recesses for mounting a seed holder. A seed holder that includes a seed support and a seed support holder is formed. The seed support holder is formed of a single sheet of plastic having radially extending tabs that fit into the recesses of the container to support the seed support above the bottom of the test kit. A bypass channel for addition of an aqueous solution used in the prescribed test condition is provided in the seed holder. A lid is formed out of one piece of plastic having a bendable tab to serve as a port and the openings and connecting points of the lid and seed holder are positioned so they can only fit together in one orientation having the port above the bypass channel.

Abstract: The seed test kit includes a compartment base, a lid and a holder for an oxygen scavenger. The base includes a liquid gas exchange control trough around its perimeter. It is sized to house a high moisture holding seed planting surface pack at the bottom so seeds can be placed on top of the surface to imbibe and initiate pre-germination mechanisms. The lid has an edge that fits into a trough that houses a gas barrier liquid in the base to form an airtight seal and has an attachable compartment for an oxygen scavenger so the kit may be placed together in an airtight configuration with the oxygen scavenger inside to provide an anaerobic atmosphere.

Abstract: A saturated cold germination test kit includes a compartment base, a lid and a holder for an oxygen scavenger. The base is water and airtight and includes a liquid gas exchange control trough around its perimeter. It is sized to house a high moisture holding seed planting surface pack at the bottom so seeds can be placed on top of the surface to imbibe and initiate pre-germination mechanisms. The lid has an edge that fits into a trough that houses a gas barrier liquid in the base to form an airtight seal and has an attachable compartment for an oxygen scavenger so the kit may be placed together in an airtight configuration with the oxygen scavenger inside to provide an anaerobic atmosphere for performing the saturated cold germination test in a cool location.

Abstract: A method determines alignment of images in high dimensional feature space. The method comprises registering a source image of a reference modality to a target image of a second modality with an algorithm based upon a measure of information affinity present in both of the source and target image to create a registered image. Next, a plurality of feature vector are extracted from the registered image for each of the source and target images and attributes of the joint distribution of feature vector are captured using an entropic graph spanning the features. Edge lengths are between proximal feature vectors are extracted from the entropic graph and a similarity measure of one of an ?-divergence estimate or an ?-affinity estimate is constructed based upon these edge lengths to quantify whether the source and target image are sufficiently registered.

Abstract: A saturated cold germination test kit includes a compartment base, a lid and a holder for an oxygen scavenger. The base is water and airtight and includes a liquid gas exchange control trough around its perimeter. It is sized to house a high moisture holding seed planting surface pack at the bottom so seeds can be placed on top of the surface to imbibe and initiate pre-germination mechanisms. The lid has an edge that fits into a trough that houses a gas barrier liquid in the base to form an airtight seal and has an attachable compartment for an oxygen scavenger so the kit may be placed together in an airtight configuration with the oxygen scavenger inside to provide an anaerobic atmosphere for performing the saturated cold germination test in a cool location.

Abstract: To provide an accelerated aging seed testing kit system, a single sheet of plastic or other suitable formable sheet material is pressed into the shape of a compartment base having recesses for mounting a seed holder. A seed holder that includes a seed support and a seed support holder is formed. The seed support holder is formed of a single sheet of plastic having radially extending tabs that fit into the recesses of the container to support the seed support above the bottom of the test kit. A bypass channel for addition of an aqueous solution used in the prescribed test condition is provided in the seed holder. A lid is formed out of one piece of plastic having a bendable tab to serve as a port and the openings and connecting points of the lid and seed holder are positioned so they can only fit together in one orientation having the port above the bypass channel.

Abstract: A computer recovery system provided on a removable high capacity disk. In the event that a user encounters an abnormal operating condition, the user inserts the removable high capacity disk into the computer and restarts the computer. The computer boots either directly from the removable high capacity disk or from a floppy disk which transfers control to the removable high capacity disk. The removable high capacity disk includes all of the files necessary to load the computer operating system and launch the graphical user interface of the operating system such that the user is provided with a familiar operating environment. The removable high capacity disk also includes a suite of software recovery software which attempt to ascertain and correct the cause of the abnormal operating condition to return the computer system to a normal operating condition.

Abstract: A computer recovery system provided on a removable high capacity disk. In the event that a user encounters an abnormal operating condition, the user inserts the removable high capacity disk into the computer and restarts the computer. The computer boots either directly from the removable high capacity disk or from a floppy disk which transfers control to the removable high capacity disk. The removable high capacity disk includes all of the files necessary to load the computer operating system and launch the graphical user interface of the operating system such that the user is provided with a familiar operating environment. The removable high capacity disk also includes a suite of software recovery software which attempt to ascertain and correct the cause of the abnormal operating condition to return the computer system to a normal operating condition.

Abstract: A vehicle hydraulic brake system having an anti-lock protection device and an automatic braking system, particularly when driving around bends. During automatic braking, an auxiliary pressure source supplies a pressure instead of the main brake cylinder and this pressure can be individually set by pressure reduction in the wheel brakes by means of the anti-lock protection device. For this purpose, cylinders with separating pistons are located between the auxiliary pressure source and the anti-lock protection device. The auxiliary pressure source supplies substantially lower auxiliary pressures than known systems by supplying pressure to the inlets of feed-back pumps by arranging valves which permit temporary pressure increases to the extent necessary for automatic braking by means of these feed-back pumps. The system requires less energy and less noise is caused in automatic braking operations.

Abstract: A hydraulic motor vehicle brake system with dual brake circuits having an anti-skid system and is also further developed to improve vehicle tracking by ways of automatic braking, especially during cornering. During automatic braking, an auxiliary pressure source delivers a pressure medium to an anti-skid system to supply the wheel brakes. For this purpose a separating piston for each brake circuit is located between the auxiliary pressure source and the anti-skid system. For the purpose of keeping costs low, the two separating pistons are accommodated in an integral cylinder with a blind bore.

Abstract: A hydraulic motor vehicle brake system having anti-skid system and further developed to improve vehicle tracking, especially during cornering by means of automatic braking. With automatic braking an auxiliary pressure source delivers a pressure medium to an anti-skid system, by means of which braking pressures can be individually adjusted in the wheel brakes. For this purpose a cylinder with separating piston sections is located between the auxiliary pressure source and the anti-skid system, wherein the separating piston is installed into 2/2-way valves including lip sealing rings. The embodiment in accordance with the invention include cylinders, with valve openings in cooperation with the lip sealing rings, which results in economical 2/2-way valves.

Abstract: A method for studying and evaluating the extent and type of air pollution by evaluating samples collected from the earth's atmosphere including the steps of providing cyclic, computer controlled, condensation on a chilled surface where the collection form is either frost or solid depending upon collection conditions and the frost or solid is subsequently converted to liquid form for evaluation and testing.

Abstract: An aquarium filtering apparatus having a spiral prefilter connected between a siphon input line and a return water line for removing floating debris wherein the return line cycles a portion of the return water through a "dry" biological filter for decomposing biological waste and through a chemical stage filter for eliminating undesirable chemical waste from the aquarium water, the filtering apparatus further including a concentric tube arrangement having an outer inlet tube for receiving water from the spiral prefilter and an inner inlet tube for receiving water from the chemical stage filter, the prefilter operating in paralle with the biological and chemical stage filters permitting the concentric tube arrangement to maintain a pair of water levels within the aquarium filter by utilizing a single submersible pump, the pair of water levels ensuring that the pump remains submersible and the biological filter remains non-submersible which minimizes filter recycling time and improves filter efficiency while be

Abstract: A method of transmitting half-sinewave ultrasonic monopulses utilizes a flip-flop (22) to reverse the states of a bridge circuit (Q.sub.1 -Q.sub.4) with each output pulse from a timing pulse generator (20). This reverses the polarity of a dc voltage which stresses a piezoelectric transducer (24) to substantially its limit. Each pulse from the timing generator thus causes one mechanical transition of the transducer and clamps it in its reversed stress condition, thereby producing a half-sinewave ultrasonic output for each timing pulse.