Abstract: A nonlinear perfect vector beam generation element and a preparation method thereof are provided. The element includes a first glass substrate, a first photoalignment layer, a ferroelectric nematic liquid crystal layer, a second photoalignment layer and a second glass substrate. The first glass substrate and the second glass substrate are arranged oppositely. The first photoalignment layer and the second photoalignment layer are respectively disposed on inner sides of the first glass substrate and the second glass substrate. The first photoalignment layer and the second photoalignment layer are provided with a nonlinear perfect vector beam control pattern. The nonlinear perfect vector beam control pattern controls liquid crystal molecules in the ferroelectric nematic liquid crystal layer to exhibit a concentric ring alignment distribution of multiple periods.

Abstract: Provided are a well-seismic analysis system and method based on a tight sandstone geological-mechanical coupled lithofacies system, and a device. The system includes a classification mode construction module configured to construct a geological-mechanical coupled lithofacies classification mode for a tight sandstone reservoir based on the information data through a four-element composite triangle chart method. An integration module classifies geological-mechanical coupled lithofacies at a single-well level based on element difference data and integrate multi-type lithofacies prediction results.

Abstract: The present invention relates to the technical field of tunnel shield construction, specifically to a method for calculating diameter of an annular non-full formwork support for a circular shaft. By calculating and designing an inner diameter of a formwork support, sufficient space left inside a shaft can be ensured, and the thickness of secondary lining can be ensured at the same time, thereby preventing from affecting the structural stability of the shaft.

Abstract: Provided is a method for converting animal language, an electronic device and a storage medium, relating to the field of artificial intelligence technology, and specifically to the fields of machine learning, deep learning, natural language processing and other technologies. The method includes: obtaining multimodal data related to an animal, wherein the multimodal data comprises animal sound data, animal behavior data and animal physical sign data; preprocessing the multimodal data to obtain fused multimodal data; recognizing current emotion of the animal according to the fused multimodal data to obtain an emotion recognition result of the animal; and performing semantic mapping and language translation on the emotion recognition result to convert animal language into human language to obtain a language conversion result.

Abstract: The invention provides a prediction method for the response of a refined finite element model of a complex structure. It includes establishing a refined finite element model and a rough mirror information model with different mesh densities; using Latin Hypercube Sampling (LHS) for random sampling to construct input parameter sample sets of sizes m and n; performing probabilistic finite element analysis and extracting output response sample sets; constructing a Kriging model based on the first m sets of data in the output response sample sets, and using validation error to evaluate predictive accuracy; predicting the output response of the refined finite element model corresponding to the remaining n?m sets of data in the response sample sets of the rough mirror information model according to the Kriging model. This method reduces surrogate model's dependence on the forward calculation model's fineness and significantly reduces calculation time for system response of complex structures.

Abstract: A damage identification method for a cantilever beam based on a multifractal spectrum of a multi-scale reconstructed attractor includes: acquiring an original acceleration signal of the cantilever beam by a dynamic measurement system, performing stationary wavelet decomposition on a pretreated acceleration signal to obtain multi-scale sub-signals, selecting the multi-scale sub-signal that can represent main vibration characteristics of the cantilever beam for phase space reconstruction and normalization to obtain a normalized multi-scale reconstructed attractor, constructing the multifractal spectrum of the multi-scale reconstructed attractor, establishing a damage index based on a singularity index of the multifractal spectrum, and identifying and locating damage of the cantilever beam according to a relative numerical value of the damage index.

Abstract: A battery pack deformation detection device and a battery assembly includes (i) at least one conductor fiber and fixed film, the fixed film being configured as a deformable insulating film, and (ii) the conductor fiber is fixedly applied to the fixed film so that when the fixed film is deformed, the conductor fiber is also deformed.

Abstract: A boundary adaptive structural fatigue damage detection method driven by time-domain information entropy comprises a sensor sequence composed of several sensors arranged on the structure, which is used to apply excitation to the structure, collect the displacement time-history response curves at different positions on the structure, and establish a database of time-history data. According to the data set in the database, the information entropy of the time-history response at different positions on the acquisition structure is obtained based on the information entropy to measure the disorder degree of the time-domain response signal. According to the location of several sensors, the information entropy values of the time-history response are connected in turn to obtain the time-history information entropy curve of the whole structure. Analyze of time-history information entropy curve, and the information entropy curve will show jump phenomena to determine the location of the crack.

Abstract: A method for multi-spectral scattering-matrix tomography includes a step of splitting an input light signal into an incident light signal and a reference light signal. The sample light signal is directed to a sample in either a reflection configuration or a transmission configuration such that an output light signal includes light scattered from or transmitted through the sample. The incident signal and the reference light signal are directed to a camera angled to allow for amplitude and phase to be calculated by off-axis holography. A total light signal is measured with a camera that is a coherent sum of the reference light signal and the output signal. The total light signal for each light frequency and each incident angle are collected as collected total light signal data. A computing device derives an image of the sample from a calculated reflection matrix or transmission matrix or both of them.

Abstract: The present invention relates to the technical field of tunnel shield construction, specifically to a method for calculating diameter of an annular non-full formwork support for a circular shaft. By calculating and designing an inner diameter of a formwork support, sufficient space left inside a shaft can be ensured, and the thickness of secondary lining can be ensured at the same time, thereby preventing from affecting the structural stability of the shaft.

Abstract: Methods, systems, and techniques for automatically assessing credit risk of a counterparty are disclosed. A credit risk assessment method comprises: quantifying a relevance of news topics to one or more credit risk keywords; determining one or more relevant news topics that are relevant to the one or more credit risk keywords; obtaining a plurality of news articles each tagged with one or more news topics and having an associated sentiment; determining a relevant news article as a news article tagged with the one or more relevant news topics; and assessing a credit risk of a counterparty based at least in part on the sentiment of the relevant news article.

Abstract: The present disclosure provides a method and apparatus for evaluating a model service, an electronic device, and a storage medium, relates to the technical field of edge computers, in particular to the technical fields of intelligent Internet of Things, edge intelligent devices, or the like. A specific implementation solution is as follows: receiving an evaluation sample set from cloud, the evaluation sample set including a to-be-evaluated model and a dataset corresponding to the to-be-evaluated model and containing labelling information; performing model inference on the to-be-evaluated model based on data in the dataset, to obtain an inference result corresponding to the to-be-evaluated model; and calculating a performance evaluation metrics based on the labelling information in the dataset and the inference result, to obtain an evaluation result corresponding to the to-be-evaluated model.

Abstract: Provided is a vehicle-road cooperation street lamp for an urban road. The vehicle-road cooperation street lamp for an urban road comprises a vehicle-road cooperation street lamp body, wherein a first supporting plate is transversely arranged on the front side of the top of the vehicle-road cooperation street lamp body, a transmission cavity is transversely formed in the first supporting plate, a first electric telescopic rod is transversely arranged in the inner cavity of the transmission cavity and located on the outer wall of the vehicle-road cooperation street lamp body, and a rack plate is transversely arranged on the front side of the first electric telescopic rod and located in the transmission cavity.

Abstract: In implementations of systems for augmented reality authoring of remote environments, a computing device implements an augmented reality authoring system to display a three-dimensional representation of a remote physical environment on a display device based on orientations of an image capture device. The three-dimensional representation of the remote physical environment is generated from a three-dimensional mesh representing a geometry of the remote physical environment and digital video frames depicting portions of the remote physical environment. The augmented reality authoring system receives input data describing a request to display a digital video frame of the digital video frames. A particular digital video frame of the digital video frames is determined based on an orientation of the image capture device relative to the three-dimensional mesh. The augmented reality authoring system displays the particular digital video frame on the display device.

Abstract: A stem screening and conditioning device includes a roller, a thermal insulation cover, a spiral feeding device, a compressed-air cleaning device, a steam tube, a discharge hole, and a waste hole. A stem screening and conditioning method for the stem screening and conditioning device is also provided. The present disclosure realizes the complete separation of normal-size and undersized stems under the premise of full moisture absorption, thereby improving the refinement and homogenization level of stem conditioning.

Abstract: A boundary adaptive structural fatigue damage detection method driven by time-domain information entropy comprises a sensor sequence composed of several sensors arranged on the structure, which is used to apply excitation to the structure, collect the displacement time-history response curves at different positions on the structure, and establish a database of time-history data. According to the data set in the database, the information entropy of the time-history response at different positions on the acquisition structure is obtained based on the information entropy to measure the disorder degree of the time-domain response signal. According to the location of several sensors, the information entropy values of the time-history response are connected in turn to obtain the time-history information entropy curve of the whole structure. Analyze of time-history information entropy curve, and the information entropy curve will show jump phenomena to determine the location of the crack.

Abstract: A damage identification method for a cantilever beam based on a multifractal spectrum of a multi-scale reconstructed attractor includes: acquiring an original acceleration signal of the cantilever beam by a dynamic measurement system, performing stationary wavelet decomposition on a pretreated acceleration signal to obtain multi-scale sub-signals, selecting the multi-scale sub-signal that can represent main vibration characteristics of the cantilever beam for phase space reconstruction and normalization to obtain a normalized multi-scale reconstructed attractor, constructing the multifractal spectrum of the multi-scale reconstructed attractor, establishing a damage index based on a singularity index of the multifractal spectrum, and identifying and locating damage of the cantilever beam according to a relative numerical value of the damage index.

Abstract: A macromonomer capable of forming a graft polymer through graft-through polymerization, the macromonomer including a plurality of monomer units including a cycloalkene having a fused ring attached thereto to form a cycloalkene-fused ring monomer where the fused ring decreases the ring strain energy of the cycloalkene to a lower ring strain energy state of 5.3 kcal/mol or lower and where the cycloalkene of the cycloalkene-fused ring monomer is capable of isomerization into a higher ring strain energy state before graft-through polymerization, and at least one polymer sidechain is bonded to the fused ring. Graft polymers formed by the macromonomer include graft polymers and graft copolymers including statistical and block copolymers. The graft (co)polymers are capable of depolymerization under mild conditions into reusable monomer units.

Abstract: A structural dynamic parameter identification method aided by a rPCK surrogate model comprises the following steps. Establish a finite element model that roughly reflects the structural system to be analyzed. Establish the dynamic parameter space sample set. The structural system response space sample set driven by the dynamic parameter space sample set is established by using the probabilistic finite element analysis. The robust polynomial Chaos Kriging surrogate model is obtained by mapping the dynamic parameter space sample set to the structural system response space sample set. The measured structural system response is used to drive the rPCK surrogate model, and then Bayesian inference is used to identify the structural dynamic parameters. The mean value of Bayesian posterior estimation is used as the estimated value of structural dynamic parameters. The proposed method creates conditions for establishing a high-fidelity finite element model of the actual engineering structural system.

Abstract: In implementations of systems for generating digital objects to animate sketches, a computing device implements a sketch system to receive input data describing a user sketched digital object having a pose and a non-photorealistic style. The sketch system generates a latent vector representation of the user defined non-photorealistic style using an encoder of a generative adversarial network. A digital object is generated having the pose and a non-photorealistic style using a generator of the generative adversarial network based on the latent vector representation of the user defined non-photorealistic style. The sketch system modifies the latent vector representation of the user defined non-photorealistic style based on a comparison between the user defined non-photorealistic style and the non-photorealistic style.