Abstract: A titanium dioxide micro-nanocontainers, corrosion-resistant waterborne epoxy coatings and preparation method thereof, including preparation steps as follows: TiO2 micro-nano spheres are synthesized by applying hydrothermal method; a polyaniline layer doped with molybdate ions is deposited on the surface of TiO2 micro-nano spheres by adopting the method of in-situ chemical polymerization, TiO2/PANI-MoO42? micro-nano-spheres are obtained, then, polydopamine is encapsulated on the surface of TiO2/PANI-MoO42? micro-nano spheres to obtain titanium dioxide micro-nanocontainers; next, antirust filler, defoamer, dispersant and thickener are added into waterborne epoxy emulsion, then titanium dioxide micro-nanocontainers are added in the waterborne epoxy emulsion for dispersing and grinding, filtering and encapsulating to obtain component A; the waterborne epoxy curing agent and deionized water are mixed in proportion to obtain component B; component A is stirred, then it is mixed with the component B in proportion,

Abstract: This application provides a communication method and apparatus. According to the method, a first terminal apparatus can determine, based on second information, information that is in first demodulation information and second demodulation information and that is used to demodulate a first data stream, and determine information that is used to demodulate a second data stream. The first data stream is a common stream, and the second data stream is a private stream of the first terminal apparatus. The first terminal apparatus may first demodulate, based on the information that is used to demodulate the first data stream, a signal received by the first terminal apparatus on a first resource, to obtain the first data stream, and then may obtain the second data stream based on the first data stream, the information that is used to demodulate the second data stream, and the signal received on the first resource.

Abstract: The disclosure belongs to the technical field of liquid crystal materials, and specifically relates to a polymerizable compound, a preparation method therefor, and the use thereof. The polymerizable compound has a structure as shown in general formula I. Compared with the existing polymerizable RM, the polymerizable compound has the advantages of a good solubility, a faster polymerization rate, a more complete extent of polymerization, and less residues, thereby improving the problem of poor display to a great extent.

Abstract: Disclosed are a pulp for Juncao spinning and a preparation method and use thereof. The method includes: placing a Juncao in a solution prepared from a lye, a catalyst, and an auxiliary agent and cooking to obtain a cooked solution, and then subjecting the cooked solution to pulping to obtain the pulp for Juncao spinning.

Abstract: A method for cartesian (IQ) to polar phase conversion includes: converting a first input value into a first absolute value, and a second input value into a second absolute value; converting the first absolute value into a first logarithmic value by calculating a scaled logarithmic value of the first absolute value, and the second absolute value into a second logarithmic value by calculating a scaled logarithmic value of the second absolute value; subtracting the first logarithmic value from the second logarithmic value, to provide a subtract value; and selecting a phase value from a plurality of phase values stored in a storage unit. Each of the plurality of phase values corresponds to a respective index value, and the phase value is selected taking the subtract value as the index value.

Abstract: Provided are a method and apparatus for multi-bus device fused access. The method includes: receiving, by a bus, an instruction for accessing a fused node of a device, which instruction containing a matching word, an initial address, and an offset; performing matching according to the matching word and activating a fused drive; acquiring, by the fused drive, the initial address and the offset from the instruction on the bus respectively; computing an address of a first bus of the device according to the initial address, and computing an address of a second bus of the device according to the initial address and the offset; and accessing the device according to the address of the first bus so as to acquire first information, and accessing the device according to the address of the second bus so as to acquire second information.

Abstract: A method for cartesian (IQ) to polar phase conversion includes: converting a first input value into a first absolute value, and a second input value into a second absolute value; converting the first absolute value into a first logarithmic value by calculating a scaled logarithmic value of the first absolute value, and the second absolute value into a second logarithmic value by calculating a scaled logarithmic value of the second absolute value; subtracting the first logarithmic value from the second logarithmic value, to provide a subtract value; and selecting a phase value from a plurality of phase values stored in a storage unit. Each of the plurality of phase values corresponds to a respective index value, and the phase value is selected taking the subtract value as the index value.

Abstract: A deep learning-based digital/virtual staining method and system enables the creation of digitally/virtually-stained microscopic images from label or stain-free samples. In one embodiment, the method of generates digitally/virtually-stained microscope images of label-free or unstained samples using fluorescence lifetime (FLIM) image(s) of the sample(s) using a fluorescence microscope. In another embodiment, a digital/virtual autofocusing method is provided that uses machine learning to generate a microscope image with improved focus using a trained, deep neural network. In another embodiment, a trained deep neural network generates digitally/virtually stained microscopic images of a label-free or unstained sample obtained with a microscope having multiple different stains. The multiple stains in the output image or sub-regions thereof are substantially equivalent to the corresponding microscopic images or image sub-regions of the same sample that has been histochemically stained.

Abstract: Provided are a method and apparatus for multi-bus device fused access. The method includes: receiving, by a bus, an instruction for accessing a fused node of a device, which instruction containing a matching word, an initial address, and an offset; performing matching according to the matching word and activating a fused drive; acquiring, by the fused drive, the initial address and the offset from the instruction on the bus respectively; computing an address of a first bus of the device according to the initial address, and computing an address of a second bus of the device according to the initial address and the offset; and accessing the device according to the address of the first bus so as to acquire first information, and accessing the device according to the address of the second bus so as to acquire second information.

Abstract: An approach for classifying ordered data. The approach can calculate a cumulative sum (CUSUM) chart for an ordered dataset and determine a peak and valley for the CUSUM chart. The approach can plot three rays, a first ray between the beginning of the CUSUM chart and the peak/valley, a second ray between select the peak/valley and the peak/valley and a third ray between the peak/valley and the end of the CUSUM chart. The approach can calculate three angles formed by the three rays and an x-axis associated with the CUSUM chart. It should be noted that the sign of the angle matches the sign of the slope of the ray. The approach can translate the three angles to three symbols based on a translation table associated with an ordered character set and generate a classification based on concatenating the three symbols.

Abstract: Micro-alloyed aluminium alloys containing complex sub-micro/or nano-sized strengthening phases are provided for use for example in the automotive industry. Existing commercial alloys are treated by adding at least one of the elements from Ni, Ag, Nb, Mo, Ce, La, Y and Sc at a level of more than 0.1 wt. % but less than 0.5 wt. % on top of the existing commercial alloy containing Si, Cu, Mg, Mn, Zn, and at least one type of sub-micron sized or even nano-sized TiB2, TiC and AI2O3 solid particles at a level of more than 0.05 wt. % but less than 0.5 wt. % in the solidified castings.

Abstract: A mechanism is provided for programmatic implicit multithreading. A first operation is executed on a first thread in a processor, where the first operation is from a set of operations within a block of code of an application that are distinct and process unrelated data. A determination is made as to whether a time limit associated with executing the first operation has been exceeded. Responsive to the time limit being exceeded, a determination is made as to whether there is one or more unexecuted operations in the set of operations. Responsive to one or more unexecuted operations existing in the set of operations, a new thread is spawned off on the processor to execute a next unexecuted operation of the one or more unexecuted operations.

Abstract: Al—Si—Mg castings to provide enhanced mechanical properties for structural applications comprising (1) alloy optimisation with 8.5 to 12.5 wt. % Si, 0.46 to 1.0 wt. % Mg, 0.1 to 0.2 wt. % Ti, 0.05 to 0.25 wt. % Mn, 0.01 to 0.02 wt. % Sr, 0.004 to 0.1 wt. % B and other impurity elements of Cu, Fe, Zn each less than 0.15 wt. % and the balance of Al; (2) optimised melt treatment with appropriate melting, modification, degassing and grain refining; (3) appropriate type of grain refiner with optimised amount and method to add into the aluminium melt, and (4) optimised heat treatment process. When being utilized to make shape aluminium alloy castings with gravity casting process, the castings have been achieved the 0.2% offset yield strength of greater than 310 MPa, the ultimate tensile strength of greater than 365 MPa and the elongation of greater than 10%.

Abstract: Micro-alloyed aluminium alloys containing complex sub-micro/or nano-sized strengthening phases are provided for use for example in the automotive industry. Existing commercial alloys are treated by adding at least one of the elements from Ni, Ag, Nb, Mo, Ce, La, Y and Sc at a level of more than 0.1 wt. % but less than 0.5 wt. % on top of the existing commercial alloy containing Si, Cu, Mg, Mn, Zn, and at least one type of sub-micron sized or even nano-sized TiB2, TiC and AI2O3 solid particles at a level of more than 0.05 wt. % but less than 0.5 wt. % in the solidified castings.

Abstract: A data storage system includes first and second storage devices accessed via first and second hardware channels, respectively. A storage controller receives a first access request requesting access to first data and a second access request requesting access to second data, where both the first data and the second data are accessed via the first hardware channel. In response to detecting receipt of the first and second access requests within a same service window defining a range of temporal proximity, the storage controller records an association of identifiers of the first data and second data requested by the first and second access requests, respectively. The storage controller thereafter migrates the second data accessed by the second access request from the first storage device to the second storage device based on the recorded association, such that the first and second data are available for access via different hardware channels.

Abstract: A data storage system includes first and second storage devices accessed via first and second hardware channels, respectively. A storage controller receives a first access request requesting access to first data and a second access request requesting access to second data, where both the first data and the second data are accessed via the first hardware channel. In response to detecting receipt of the first and second access requests within a same service window defining a range of temporal proximity, the storage controller records an association of identifiers of the first data and second data requested by the first and second access requests, respectively. The storage controller thereafter migrates the second data accessed by the second access request from the first storage device to the second storage device based on the recorded association, such that the first and second data are available for access via different hardware channels.

Abstract: A mechanism is provided for programmatic implicit multithreading. A first operation is executed on a first thread in a processor, where the first operation is from a set of operations within a block of code of an application that are distinct and process unrelated data. A determination is made as to whether a time limit associated with executing the first operation has been exceeded. Responsive to the time limit being exceeded, a determination is made as to whether there is one or more unexecuted operations in the set of operations. Responsive to one or more unexecuted operations existing in the set of operations, a new thread is spawned off on the processor to execute a next unexecuted operation of the one or more unexecuted operations.

Abstract: A mechanism is provided for programmatic implicit multithreading. A first operation is executed on a first thread in a processor, where the first operation is from a set of operations within a block of code of an application that are distinct and process unrelated data. A determination is made as to whether a time limit associated with executing the first operation has been exceeded. Responsive to the time limit being exceeded, a determination is made as to whether there is one or more unexecuted operations in the set of operations. Responsive to one or more unexecuted operations existing in the set of operations, a new thread is spawned off on the processor to execute a next unexecuted operation of the one or more unexecuted operations.

Abstract: An amplification number may be input into a storage subsystem interface. A processor in a storage system may receive an original input/output (I/O) request from an application. The processor may determine, in response to the amplification number being input, to duplicate the original I/O request one or more times. The processor may generate one or more duplicate I/O requests of the original I/O request. The processor may store the original I/O request in a general address space in the storage subsystem. The processor may store the one or more duplicate I/O requests in a reserved address space in the storage subsystem. The processor may execute the original I/O request and the one or more duplicate requests.