Abstract: Computer-based methods and systems provide automated batch data alignment for a batch production industrial process. An example embodiment selects a reference batch from batch data for a subject industrial process and configures batch alignment settings. In turn, a seed model configured to predict alignment quality given settings for one or more alignment hyperparameters is constructed. Collectively the selected reference batch, the configured batch alignment settings, the constructed seed model, and a set of representative batches, representative of the batch data for the industrial process, are used to perform at least one of: (i) automated active learning, (ii) interactive active learning, and (iii) guided learning to determine settings for the one or more alignment hyperparameters. Then, a batch alignment is performed using the determined settings for the one or more alignment hyperparameters and the configured batch alignment settings.

Abstract: An LED plant growth lamp spectrum, the spectrum including: a light wave of 500-599 nm and a light wave of 700-780 nm, where a ratio of the number of photons in the range of 500-599 nm to the number of photons in the range of 700-780 nm is 0.9-1.6:1. The LED plant growth lamp spectrum promotes indoor cultivation and growth of plants, and helps to increase the yield of medicinal components per unit area and per unit time in the factory production.

Abstract: The present disclosure relates to the field of optical lenses and provides a camera optical lens. The camera optical lens includes, from an object side to an image side: a first lens having a positive refractive power; a second lens having a negative refractive power; a third lens having a positive refractive power; a fourth lens; a fifth lens; and a sixth lens. The camera optical lens satisfies following conditions: ?3.00?f2/f3??2.10 and 4.00?d1/d3?6.00, where f2 denotes a focal length of the second lens; f3 denotes a focal length of the third lens; d1 denotes an on-axis thickness of the first lens; and d3 denotes an on-axis thickness of the second lens. The camera optical lens can achieve a high optical imaging performance while obtaining a low TTL.

Abstract: The present invention discloses a camera optical lens. The camera optical lens include, in an order from an object side to an image side, a first lens, a second lens, a third lens, a fourth lens, a fifth lens, and a sixth lens. The second lens has a negative refractive power, and the third lens has a positive refractive power. The camera optical lens further satisfies the specific conditions: 1.30f1/f35.00; 8.00R5/R620.00. The camera optical lens can achieve a high performance while obtaining a low TTL.

Abstract: Systems and techniques are described for large field of view digital imaging. A device's first image sensor captures a first image based on first light redirected from a first path onto a redirected first path by a first light redirection element, and the device's second image sensor captures a second image based on second light redirected from a second path onto a redirected second path by a second light redirection element. A virtual extension of the first path beyond the first light redirection element can intersect with a virtual extension of the second path intersect beyond the second light redirection element. The device can modify the first image and second image using perspective distortion correction, and can generate a combined image by combining the first image and the second image. The combined image can have a larger field of view than the first image and/or the second image.

Abstract: The subject application relates to a cupseal for a compressor and method for preparing the same. Systems and methods are disclosed that include providing an annular seal for a compressor. The annular seal includes a substantially planar first portion, a first angled portion extending at an angle from the substantially planar first portion, and a second angled portion extending radially at an angle from the first angled portion. The annular seal is formed from a fluorinated polymer and includes at least one additive or filler. The annular seal exhibits reduced wear and an increased lifespan.

Abstract: The present invention provides a method of preparing a conditioner for protected agriculture acidic soil with distillers' grains and use of the conditioner. The method includes mixing distillers' grains with water, adjusting a pH to obtain adjusted distillers' grains, mixing the adjusted distillers' grains with an acid protease, and reacting under stirring at 45-50° C. for 22-26 hours to obtain a protease catalyzed substance, adjusting pH of the protease catalyzed substance, mixing with a cellulase, and reacting under stirring at 40-45° C. for 34-38 hours to obtain a cellulase catalyzed substance, filtering the cellulase catalyzed substance to obtain a filtrate, mixing the filtrate with a magnesium oxide (MgO) and then a calcium-containing substance, reacting to obtain a reactant, mixing the reactant with potassium sorbate and sucrose to obtain the conditioner for protected agriculture acidic soil.

Abstract: Methods, systems, and devices for display notch mitigation for cameras and projectors are described. A device may support receiving a plurality of light rays via an upper surface of a prism. The prism and a camera assembly of the device are positioned behind a display substrate of the device. The device may support reflecting the plurality of light rays across a reflection surface. The reflection surface may form an angle with the upper surface of the prism. The device may receiver the plurality of light rays via the camera assembly positioned behind the display substrate based on reflecting the plurality of light rays across the reflection surface. The device may additionally support emitting a plurality of light rays via a projector assembly, reflecting the plurality of light rays across the reflection surface, and emitting the plurality of light rays via the upper surface of the prism.

Abstract: The invention provides a reconciliation system and method based on a hybrid cloud computing platform. The reconciliation system includes: a bill data processing module, processing data from a public cloud billing API or downloaded bill detailed files; a data monitoring processing module, processing the data collected from the resource pool of the computing management system resource pool and task resource requested; a task data processing module obtaining and processing task data from the task database of the computing scheduling system, and calculating the core hours that the tasks consumed; a statistical alarm module combining the resource data table obtained by the above three modules to obtain the utilization ratio and difference range of the computing task packing can realize the reconciliation alarm and prediction for task core hours. The computing power demand for a large number of existing tasks can be used to guide the purchase of computing power in the future.

Abstract: This disclosure provides a system and method for user interaction in complex web 3D scenes, including a receiving module, a transmission module and a 3D model module. The receiving module receives molecular data. The transmission module analyzes the received molecular data and then enters the two branch modules at the same time. The branch modules include: a view layer unit: processing browser rendering and 3D model construction, the data generated by the branch will finally be presented on the browser page; a data layer unit: processing 3D picking-related business logic, and establishing a list of related model index information for atoms and covalent bonds in molecular data. The 3D model module: establishes a one-to-one correspondence between color and 3D model. This invention simplifies the display model of the molecule for the picking of web 3D molecular visualization and reduces the computational cost of the model data on the rendering.

Abstract: The invention pertains to the field of organic molecular crystal structure prediction, and particularly related to a double-layer neural network algorithm for high-precision energy calculation of organic molecular crystal structure, including the first round of conventional crystal structure prediction; extract all molecular conformations from existing crystals and calculate their energies; extract all molecular dimers within the Van der Waals radius of the central unit cell and calculate the intermolecular interaction energies; perform molecular conformation analysis to build a convolutional neural network of single-molecule conformational energies; build a molecular dimer energy-corrected convolutional neural network; calculate the total crystal energies.

Abstract: The disclosure provides an efficient Monte Carlo molecular simulation method for calculating the liquid phase interfacial tension between benzene and water by improving Ewald sum, including the following steps: Step A: Initialize the simulation: two simulation boxes were prepared, both with the size (30×30×45 ?)-(35×35×55 ?), and 1200-2000 water molecules and 230-380 benzene molecules were respectively put on the grid point of the two boxes; Step B: Select the force field used for simulation; Step C: Perform Monte Carlo simulations on the two boxes separately under the canonical ensemble; Step D: Join the water box and the benzene box along the z direction to form a large box of (30×30×90 ?)-(35×35×110 ?), and run 50000-80000 Monte Carlo cycles to make the system reach equilibrium; Step E: After the system reaches equilibrium, the data was collected during the production period.

Abstract: A routing method comprises: a second matrix forming step of based on first matrices indicating travel time of a vehicle between all sites in each specified time intervals in a time period forming second matrices corresponding to the specified time intervals within one day respectively; a third matrix forming step of performing a pre-process calculation on the elements at the same position in all the second matrices, and forming one third matrix with values from the pre-process calculation; a route generating step of generating a route corresponding to the pre-process based on the third matrix; and a route selecting step of: calculating a travel time for the route generated in the route generating step based on the second matrix, and selecting the route with the shortest travel time for routing the vehicle.

Abstract: The present application discloses an active sorting muck-collecting device for slurry balancing shield, aiming at solving a technical problem that an existing muck-collecting device cannot provide reliable sorting function for a shield slurry circulation system. The device includes a sorting stirring cylinder, a circulation pipeline and a muck-collecting box, the sorting stirring cylinder includes an outer cylinder and a rotatable grid cylinder coaxially-configured. The grid cylinder is configured with a rotating shaft, and a spiral conveying mechanism is fixedly configured inside. The rotating shaft is fixedly connected with the grid cylinder. A circulation pipeline communicated with the grid cylinder is correspondingly configured below the grid cylinder. A muck-collecting box is fixedly configured below the circulation pipeline, and the muck-collecting box is communicated with the grid cylinder at where an output end of a slurry discharging pipeline locates.

Abstract: Aspects of the present disclosure relate to depth sensing using a device. An example device includes a first light projector configured to project light towards a second light projector configured to project light towards the first light projector. The example device includes a reflective component positioned between the first and second light projectors, the reflective component configured to redirect the light projected by the first light projector onto a first portion of a scene and to redirect the light projected by the second light projector onto a second portion of the scene, and the first and second portions of the scene being adjacent to one another and non-overlapping relative to one another. The example device includes a receiver configured to detect reflections of redirected light projected by the first and second light projectors.

Abstract: A camera optical lens includes a first lens, a second lens, a third lens, a fourth lens, and a fifth lens that are sequentially arranged from an object side to an image side. The camera optical lens satisfies following conditions: 0.50?d2/d3?2.00; ?4.00?R1/R2??1.50; and ?8.00?f3/f??4.00, where f denotes a focal length of the camera optical lens; f3 denotes a focal length of the third lens; R1 denotes a curvature radius of an object side surface of the first lens; R2 denotes a curvature radius of the image side surface of the first lens; d2 denotes an on-axis distance from an image side surface of the first lens to an object side surface of the second lens; and d3 denotes an on-axis thickness of the second lens. The camera optical lens has good optical performance while satisfying design requirements for ultra-thin, wide-angle lenses having large apertures.

Abstract: Embodiments of the present invention relate to a computer-implemented method, system and computer program product facilitating launching a middleware-based application. In some embodiments, a computer-implemented method includes: preparing, by a device operatively coupled to one or more processing units, an execution environment for middleware to be included in a container hosted on a machine; detecting, by the device, a request to schedule an application to be executed in the machine using the middleware; and in response to the request being detected, launching, by the device, the application within the container based on the prepared execution environment.

Abstract: A high-precision energy ranking method used for the crystal structure prediction of organic molecules, including: determining a quantum mechanical radius of a center cell; carrying out an energy calculation in the center cell through a density fragment interaction algorithm; calculating an interaction energy of the molecules outside the center cell acting on the molecules in the center cell within the radius R under quantum mechanical precision; calculating an interaction energy of peripheral extension cells beyond the radius R acting on the molecules in the center cell under molecular mechanical precision; and calculating a total crystal energy.

Abstract: The invention relates to an automatic conformation analysis method for quasi-drug organic molecules. The method includes: extracting a group of fragments from an input molecule, wherein there are primarily three types of fragments: a flexible bond fragment, a ring isomerism fragment and a conformation isomerism fragment; carrying out knowledge-based conformation recommendation; carrying out conformation recommendation based on force field scanning; verifying, by QM, the generated conformations, wherein if the verification succeeds, it indicates that the recommended conformations are valid; or otherwise, the force field is corrected; collecting conformation lists of the fragments; and combining and optimizing conformation parameters of the fragments through a genetic algorithm, and finding out a set of optimal conformations. The invention integrates the advantages of a knowledge-based method and the advantages of a computation method, so that accurate conformation recommendations can be acquired.

Abstract: The invention belongs to the technical field of drug crystal analysis, and particularly relates to a drug crystal structure landscape analysis system and a landscape analysis method thereof. The drug crystal structure landscape analysis system calls a cloud computing interface to calculate the energy of input crystals through an algorithm deployed in the cloud in advance, and an energy-density space group landscape array diagram of the crystals is generated according to the computation results returned; and analysis is selectively carried out as needed, result reports arc analyzed and summarized as a final report, and the final report is converted into a text document. The drug crystal structure landscape analysis system and the landscape analysis method thereof satisfy the drug crystal structure analysis requirements in the new technology background, and can analyze a large quantity of crystals which are formed by a certain drug molecule and have different structures.