Systems and methods describe providing deep learning-based detection of gravitational waves. In one embodiment, the system: trains a deep learning classifier using a first set of waveform data from GW detectors; applies the trained deep learning classifier to a second set of waveform data to identify candidate GW signals; generates an SNR ranking statistic from the output of the trained deep learning classifier; determines SNR rankings of the candidate GW signals using the generated SNR ranking statistic; evaluates the compatibility between candidate GW signals from different detectors by comparing arrival times and parameters of the candidate GW signals; estimates a plurality of detection significance scores associated with the candidate GW signals by analyzing clusters of identified candidate GW signals that pass or fail the compatibility evaluation; and outputs at least a subset of the identified GW signals based on their SNR rankings and detection significance scores.
A graphene structure can include multiple graphene layers stacked into a perturbed symmetry. A first graphene layer can be situated a first rotational angle with respect to a rotational axis extending perpendicularly through the first graphene layer, and a second graphene layer can be situated atop the first graphene layer at a second rotational angle with respect to the rotational axis. A third graphene layer can be situated atop the second graphene layer at a third rotational angle with respect to the rotational axis, and the third rotational angle can be different than the second rotational angle. Additional graphene layers can be successively stacked onto the graphene structure, with each layer being set at a different rotational angle than the previous layer. Six total graphene layers can be stacked. The relationship of the ratios between all rotational angles can forms an arithmetic, geometric, or Fibonacci sequence, or another pattern.
A launch acceleration system can include a passage, a plurality of magnetic components, and a control system. The passage can include an entry region, a projectile acceleration pathway, and an exit region for a moving projectile having a magnetically susceptible portion. The magnetic components can be arranged around the projectile acceleration pathway such that the moving projectile travels through the magnetic components. The control system can be coupled to the magnetic components and can be configured to actuate the \magnetic components at one or more proper times to facilitate one or more applications of magnetic force from the magnetic components to the moving projectile as the moving projectile passes through the projectile acceleration pathway in a manner that accelerates the moving projectile.
37 - Construction and mining; installation and repair services
Goods & Services
Building construction; Building construction information; Building construction services; Construction of buildings; Provision of technical information in the field of building construction; Technical consultation in the field of building construction
A composite material structure can be constructed using an airforming process that includes filling the inflated support mold with a fluid structural material and allowing the fluid structural material to harden within the support mold. Additional steps can include inflating the support mold with a first fluid, forming fluid escape outlets in the support mold, and removing the support mold after allowing the fluid structural material to harden. The first fluid can be air, the support mold can be a fiberglass resin, and/or the fluid structural material can be a concrete composite material. Fluid can escape through the fluid escape outlets during the filling. The finished structure can include multiple structural components formed from a homogenous concrete composite material and having curved and non-planar geometries. The concrete composite material can include aluminum alloy fibers.
Systems configured for treating invasive agent cells can include particles and a wave generation system. Particles can be introducible into a living being and can include surface features that facilitate attachment to invasive agent cells. The wave generation system can provide a specific wave pattern that can include a Fibonacci element and/or waves at different frequencies. The specific wave pattern can actuate the particles to damage or destroy invasive agent cells to which they are attached. The living being can be human and the invasive agent cells can be cancer cells. Waves can include sound, light, magnetic, or electromagnetic waves. The particles can be nanoparticles, such as functionalized gold nanoparticles having surface features that include citrate, lactate, glycol and/or biological components. Actuation can involve moving particles in response to the specific wave pattern in a manner that results in lysis of or immune response to the attached invasive agent cells.
Systems configured for treating invasive agent cells can include particles and a wave generation system. Particles can be introducible into a living being and can include surface features that facilitate attachment to invasive agent cells. The wave generation system can provide a specific wave pattern that can include a Fibonacci element and/or waves at different frequencies. The specific wave pattern can actuate the particles to damage or destroy invasive agent cells to which they are attached. The living being can be human and the invasive agent cells can be cancer cells. Waves can include sound, light, magnetic, or electromagnetic waves. The particles can be nanoparticles, such as functionalized gold nanoparticles having surface features that include citrate, lactate, glycol and/or biological components. Actuation can involve moving particles in response to the specific wave pattern in a manner that results in lysis of or immune response to the attached invasive agent cells.
Systems and methods can include a marketplace for securitized intellectual property with tokenization of shares and clearance and settlement of transfers. Tokenization can include maintaining a marketplace for securitized IP, receiving a request from an authorized entity to register a security, and registering the security within the marketplace. Registering can include receiving an escrow account for the security, executing a contract, and generating a number of shares for the security for exchange within the marketplace. Clearance and settlement of transfers can include receiving a trading request, calculating a total price for the trading request, and processing the trading request. Processing can include generating a unique token for the trading request, executing a transfer of the shares from a seller to a clearinghouse application, executing a transfer of currency from a buyer to the clearinghouse application, and executing a transfer of the shares from the clearinghouse application to the buyer.
Systems and methods can include a marketplace for securitized intellectual property with tokenization of shares and clearance and settlement of transfers. Tokenization can include maintaining a marketplace for securitized IP, receiving a request from an authorized entity to register a security, and registering the security within the marketplace. Registering can include receiving an escrow account for the security, executing a contract, and generating a number of shares for the security for exchange within the marketplace. Clearance and settlement of transfers can include receiving a trading request, calculating a total price for the trading request, and processing the trading request. Processing can include generating a unique token for the trading request, executing a transfer of the shares from a seller to a clearinghouse application, executing a transfer of currency from a buyer to the clearinghouse application, and executing a transfer of the shares from the clearinghouse application to the buyer.
A graphene structure can include multiple graphene layers stacked into a perturbed symmetry. A first graphene layer can be situated a first rotational angle with respect to a rotational axis extending perpendicularly through the first graphene layer, and a second graphene layer can be situated atop the first graphene layer at a second rotational angle with respect to the rotational axis. A third graphene layer can be situated atop the second graphene layer at a third rotational angle with respect to the rotational axis, and the third rotational angle can be different than the second rotational angle. Additional graphene layers can be successively stacked onto the graphene structure, with each layer being set at a different rotational angle than the previous layer. Six total graphene layers can be stacked. The relationship of the ratios between all rotational angles can forms an arithmetic, geometric, or Fibonacci sequence, or another pattern.
A media presentation system can include a media generation component, a projection component, a first redirection component, and a display component. The media generation component can generate video imagery, and the projection component can project one or more beams containing the video imagery in an initial direction. The first redirection component can redirect the beam(s) from the initial direction to a subsequent different direction. The display component can receive the beam(s), display the video imagery, and can form a substantially continuous spherical shape that surrounds multiple human viewers of the video imagery above and around all sides of all viewers. A second redirection component can receive the beam(s) in the subsequent direction from the first redirection component and redirect the beam(s) in a following direction toward the display component. The system can form a dome-shaped movie theater that displays the video imagery at the display component located within the dome.
A media presentation system can include a media generation component, a projection component, a first redirection component, and a display component. The media generation component can generate video imagery, and the projection component can project one or more beams containing the video imagery in an initial direction. The first redirection component can redirect the beam(s) from the initial direction to a subsequent different direction. The display component can receive the beam(s), display the video imagery, and can form a substantially continuous spherical shape that surrounds multiple human viewers of the video imagery above and around all sides of all viewers. A second redirection component can receive the beam(s) in the subsequent direction from the first redirection component and redirect the beam(s) in a following direction toward the display component. The system can form a dome-shaped movie theater that displays the video imagery at the display component located within the dome.
G02B 30/00 - Optical systems or apparatus for producing three-dimensional [3D] effects, e.g. stereoscopic images
G02B 27/00 - Optical systems or apparatus not provided for by any of the groups ,
H04N 21/2343 - Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs involving reformatting operations of video signals for distribution or compliance with end-user requests or end-user device requirements
H04N 13/10 - Processing, recording or transmission of stereoscopic or multi-view image signals
Systems and methods describe providing deep learning-based detection of gravitational waves. In one embodiment, the system: trains a deep learning classifier using a first set of waveform data from GW detectors; applies the trained deep learning classifier to a second set of waveform data to identify candidate GW signals; generates an SNR ranking statistic from the output of the trained deep learning classifier; determines SNR rankings of the candidate GW signals using the generated SNR ranking statistic; evaluates the compatibility between candidate GW signals from different detectors by comparing arrival times and parameters of the candidate GW signals; estimates a plurality of detection significance scores associated with the candidate GW signals by analyzing clusters of identified candidate GW signals that pass or fail the compatibility evaluation; and outputs at least a subset of the identified GW signals based on their SNR rankings and detection significance scores.
G06F 30/27 - Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
A composite material structure can be constructed using an airforming process that includes filling the inflated support mold with a fluid structural material and allowing the fluid structural material to harden within the support mold. Additional steps can include inflating the support mold with a first fluid, forming fluid escape outlets in the support mold, and removing the support mold after allowing the fluid structural material to harden. The first fluid can be air, the support mold can be a fiberglass resin, and/or the fluid structural material can be a concrete composite material. Fluid can escape through the fluid escape outlets during the filling. The finished structure can include multiple structural components formed from a homogenous concrete composite material and having curved and non-planar geometries. The concrete composite material can include aluminum alloy fibers.
A system for producing a proof-mass assembly includes a translation stage to receive a flapper hingedly supported by a bifilar flexure that extends radially inwardly from a support ring, wherein the bifilar flexure comprises a pair of flexure arms spaced apart by an opening or window; and a femtosecond laser optically coupled to the translation stage with focusing optics, the femtosecond laser applying a laser beam on the flexure arms over a plurality of passes to gradually thin the bifilar flexure regions, the laser periodically reducing a laser output to minimize damage from laser scanning and maximize bifilar flexure strength until the bifilar flexure reaches a predetermined thickness.
B23K 26/0622 - Shaping the laser beam, e.g. by masks or multi-focusing by direct control of the laser beam by shaping pulses
G01P 15/125 - Measuring accelerationMeasuring decelerationMeasuring shock, i.e. sudden change of acceleration by making use of inertia forces with conversion into electric or magnetic values by capacitive pick-up
B23K 26/361 - Removing material for deburring or mechanical trimming
B23K 26/402 - Removing material taking account of the properties of the material involved involving non-metallic material, e.g. isolators
G01P 15/08 - Measuring accelerationMeasuring decelerationMeasuring shock, i.e. sudden change of acceleration by making use of inertia forces with conversion into electric or magnetic values
B23K 103/00 - Materials to be soldered, welded or cut
A system for producing a proof-mass assembly includes a translation stage to receive a flapper hingedly supported by a bifilar flexure that extends radially inwardly from a support ring, wherein the bifilar flexure comprises a pair of flexure arms spaced apart by an opening or window; and a femtosecond laser optically coupled to the translation stage with focusing optics, the femtosecond laser applying a laser beam on the flexure arms over a plurality of passes to gradually thin the bifilar flexure regions, the laser periodically reducing a laser output to minimize damage from laser scanning and maximize bifilar flexure strength until the bifilar flexure reaches a predetermined thickness.
B23K 26/0622 - Shaping the laser beam, e.g. by masks or multi-focusing by direct control of the laser beam by shaping pulses
G01P 15/125 - Measuring accelerationMeasuring decelerationMeasuring shock, i.e. sudden change of acceleration by making use of inertia forces with conversion into electric or magnetic values by capacitive pick-up
B23K 26/361 - Removing material for deburring or mechanical trimming
B23K 26/402 - Removing material taking account of the properties of the material involved involving non-metallic material, e.g. isolators
G01P 15/08 - Measuring accelerationMeasuring decelerationMeasuring shock, i.e. sudden change of acceleration by making use of inertia forces with conversion into electric or magnetic values
B23K 103/00 - Materials to be soldered, welded or cut
G02B 30/00 - Optical systems or apparatus for producing three-dimensional [3D] effects, e.g. stereoscopic images
H04N 13/10 - Processing, recording or transmission of stereoscopic or multi-view image signals
H04N 21/2343 - Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs involving reformatting operations of video signals for distribution or compliance with end-user requests or end-user device requirements
