baber/WOPTO huggingface dataset:
Patent WO-2021174760-A1 (WO)
Inventor: WANG DEXUN
IPC: G10L17/02
Filed: 2020-07-30
Abstract: L'invention concerne un procédé et un dispositif de génération de données d'empreinte vocale, ainsi qu'un dispositif informatique et un support de stockage. Le procédé consiste à : apprendre une pluralité de sous-modèles de reconnaissance d'empreinte vocale à l'aide d'échantillons d'empreinte vocale (101) ; sélectionner un sous-modèle de reconnaissance d'empreinte vocale parmi la pluralité de sous-modèles de reconnaissance d'empreinte vocale, puis extraire une caractéristique d'empreinte vocale de chaque échantillon d'empreinte vocale à l'aide du sous-modèle de reconnaissance d'empreinte vocale sélectionné (102) ; déterminer des paires d'échantillons d'empreinte vocale candidates et une même étiquette de locuteur de chaque paire d'échantillons d'empreinte vocale candidate (103) ; extraire des caractéristiques d'empreinte vocale de chaque paire d'échantillons d'empreinte vocale candidate à l'aide des sous-modèles de reconnaissance d'empreinte vocale non sélectionnés (104) ; former un classificateur d'après une caractéristique d'empreinte vocale commune et la même étiquette de locuteur de chaque paire d'échantillons d'empreinte vocale candidate (105) ; extraire, à l'aide du sous-modèle de reconnaissance d'empreinte vocale sélectionné, les caractéristiques d'empreinte vocale de données vocales sans étiquettes (106) ; déterminer les paires de données vocales candidates et une même étiquette de locuteur de chaque paire de données vocales candidates (107) ; extraire les caractéristiques d'empreinte vocale de chaque paire de données vocales candidates à l'aide des sous-modèles de reconnaissance d'empreinte vocale non sélectionnés pour obtenir une caractéristique d'empreinte vocale commune de la paire de données vocales candidates (108) ; prédire chaque paire de données vocales candidates à l'aide du classificateur pour obtenir un résultat de prédiction indiquant si la paire de données vocales candidates concerne un même locuteur (109) ; et effectuer une classification de locuteur sur les données vocales dans toutes les paires de données vocales candidates en fonction des résultats de prédiction des paires de données vocales candidates pour obtenir une pluralité d'ensembles vocaux et une étiquette de locuteur correspondant à chaque ensemble vocal. Le procédé permet d'obtenir des données d'empreinte vocale avec une grande efficacité et à un faible coût.
Patent WO-2021042924-A1 (WO)
Title: Inspection robot, inspection system, and inspection method
Inventor: Chen Chengtai
IPC: B25J9/16
Filed: 2020-07-31
Abstract: An inspection robot (120), an inspection system (100), and an inspection method. The inspection robot (120) comprises: a communication module (1210) configured to obtain an inspection task comprising an inspection path, an inspection object, and an inspection indicator, and transmit an inspection report generated after performing inspection according to the inspection task; a control module (1220) configured to control a movement module (1230) and an inspection module (1240) according to the inspection task to inspect the inspection indicator of the inspection object according to the inspection path, and generate an inspection report; the movement module (1230) configured to control, according to the inspection path and the inspection object, the inspection robot (120) to move so that the inspection module (1240) completes the corresponding inspection; and the inspection module (1240) configured to perform the inspection according to the inspection object and the inspection indicator, and feedback the inspection result to the control module (1220) to generate the inspection report. Automatic inspection is implemented, thereby improving the efficiency and accuracy of inspection.
Patent WO-2021042972-A1 (WO)
Inventor: HU ZHUOFENG
IPC: G06K17/00
Filed: 2020-08-17
Abstract: 一种智能卡管理装置及方法，装置包括主控制器（1）、与主控制器（1）通讯连接的串行外设接口控制模块（2）、以及与串行外设接口控制模块（2）通讯连接的若干卡条控制模块（3），每一卡条控制模块（3）与若干智能卡通讯连接；主控制器（1）用于获取智能卡访问请求并将访问请求发送至串行外设接口控制模块（2），智能卡访问请求包括智能卡标识和卡条标识；串行外设接口控制模块（2）用于根据卡条标识依次向对应的卡条控制模块（3）发送对应的访问请求；卡条控制模块（3）用于根据智能卡标识访问对应的智能卡，获取智能卡的执行结果并存储，以供主控制器（1）轮询读取执行结果。所述装置可以对多个智能卡的并行处理，从而实现对大批量智能卡的管理，且提高处理效率。
Patent WO-2021217956-A1 (WO)
Inventor: ZHANG TAO
IPC: D06F105/46
Filed: 2020-08-17
Abstract: Disclosed are a power transmission device (1), a laundry treatment apparatus and a control method therefor. The power transmission device (1) comprises a bottom plate assembly (11), a power input shaft (12), a gear speed-reducing mechanism (13), a pulsator shaft (14), a water removal shaft (15) and a magnetorheological fluid clutch (16), wherein the gear speed-reducing mechanism (13) is arranged on a second side of the bottom plate assembly (11); a second end of the pulsator shaft (14) and the power input shaft (12) perform power transmission by means of the gear speed-reducing mechanism (13); the magnetorheological fluid clutch (16) is arranged on the second side of the bottom plate assembly (11); magnetorheological fluid (161) is encapsulated in the magnetorheological fluid clutch (16); the power input shaft (12) penetrates the magnetorheological fluid (161); and a second end of the water removal shaft (15) and the power input shaft (12) are switched between driving connection and disconnection by means of the magnetorheological fluid clutch (16). The power transmission device (1) has a simple structure and a low failure rate; the magnetorheological fluid clutch (16) is arranged on the second side of the bottom plate assembly (11) away from a water-containing tub, such that the requirement for the waterproof level of the magnetorheological fluid clutch (16) can be lowered; and in addition, the available installation space is large, facilitating installation.
Patent WO-2021088461-A1 (WO)
Inventor: Kong Peiling
IPC: G05D1/02
Filed: 2020-08-18
Abstract: A vehicle scheduling method, apparatus and system, relating to the field of scheduling. The method comprises acquiring image information of each region (110); determining vehicle density information in each region according to the image information (120); configuring a corresponding first path cost for the path of each region according to the vehicle density information in each region (130); calculating a path value corresponding to each planning path in a plurality of planning paths of a target vehicle from the starting position to at least one target position according to the first path cost configured for the path of each region (140); and determining an optimal planning path of the target vehicle by taking the minimum path value as a target (150). The vehicle scheduling method can improve the sorting efficiency.
Patent WO-2022036716-A1 (WO)
Inventor: ZHENG PINGTING
IPC: H02B1/30
Filed: 2020-08-21
Abstract: 一种便于散热的配电柜，包括柜体，所述柜体包括对应连接的顶柜板（1）、后柜板、底柜板（2）、门板（3）以及两个侧柜板（4），所述两个侧柜板（4）之间还连接有与所述底柜板（2）平行的隔撑板（5），所述后柜板对应于相邻的所述顶柜板（1）与所述隔撑板（5）之间的位置、相邻的两个隔撑板（5）之间的位置、相邻的隔撑板（5）与所述底柜板（2）之间的位置贯穿的开设有电线穿口（6）；所述底柜板（2）和所述隔撑（5）板均为网架板，所述底柜板（2）的底部和所述侧柜板（4）的顶部配置有散热通风装置（7），主动带动空气流动的散热通风装置，使得整个柜体的内部都可以进行空气流动，从而将柜体内部的热量带到柜体外部，对柜体内部的配电器件进行降温，使得这些配电器件保持良好的工作性能。
Patent WO-2021189769-A1 (WO)
Title: 低负载信息预测方法、装置、计算机系统及可读存储介质
Inventor: WANG KAIYI
IPC: G06K9/62
Filed: 2020-08-29
Abstract: 一种低负载信息预测方法、装置、计算机系统及可读存储介质，包括：接收待测信息，从储存有成熟提升树模型的模型数据库中，获取与待测信息匹配的模型并将其设为目标提升树模型；获取目标提升树模型，并识别其中残差比低于预设残差阈值的分类回归树，提取分类回归树的决策属性；根据决策属性构建目标线性回归函数，并从储存有样本信息的样本数据库中，获取与待测信息匹配的样本信息并将其设为目标样本；通过目标线性回归函数计算目标样本获得线性参数，并通过线性参数构建预测模型；通过预测模型运算待测信息形成预测信息。上述方法解决了目前的服务器会因其消耗大量运算能力的技术瓶颈，导致无法快速准确的对待预测信息进行预测的问题。
Patent WO-2021057455-A1 (WO)
Inventor: PEI JIHONG
IPC: G06T7/215
Filed: 2020-09-07
Abstract: The present application relates to a background motion estimation method and apparatus for an infrared image sequence, and a storage medium. The method comprises: according to the maximum displacement of two adjacent image frames in background motion, determining a region to be matched; dividing said region into T sub-regions, and generating M sub-window sets in these sub-regions using a random method; calculating, using a synchronous mutual information matching method, a background motion displacement corresponding to these sub-window sets; and then calculating, using a potential function voting method, a background motion displacement between the two adjacent image frames according to the background motion displacement corresponding to these sub-window sets. The method of the present application is based on the matching of image blocks, without relying on the extraction of feature points, and therefore has high robustness for the background motion estimation of an infrared image sequence with a few feature points and interfered with by noise.
Patent WO-2021057490-A1 (WO)
Title: Information transmission method, apparatus, and system
Inventor: WANG YU
IPC: H04W74/00
Filed: 2020-09-10
Abstract: The present application provides an information transmission method, an apparatus, and a system. Said method comprises: user equipment (UE) receiving first indication information sent by a first network device, the first indication information comprising a polarization mode of a target cell; and the UE performing cell measurement on the target cell according to the polarization mode of the target cell. According to said method, the UE can acquire the polarization mode of the target cell before entering the target cell. In this way, when performing cell handover and reselection, the UE can only start, according to the polarization mode of the target cell, a port corresponding to the polarization mode of the target cell to receive a satellite signal, and perform cell measurement on the target cell, so as to complete cell handover and reselection procedures. Thus, the technical solution provided in the embodiments of the present application can reduce the energy consumption when UE performs cell handover, cell selection and cell reselection, and avoid interferences from signals of other neighboring cells. [figure 9]
Patent WO-2021063206-A1 (WO)
Inventor: XU CHAOXIANG
IPC: H04L5/00
Filed: 2020-09-21
Abstract: 本申请提供了一种资源的激活方法、装置、存储介质及电子装置，所述方法包括接收网络设备发送的激活消息，其中，激活消息用于触发UE激活下行半静态资源；在激活下行半静态资源之后，向网络设备发送响应消息，其中，响应消息用于指示下行半静态资源已被激活。
Patent WO-2021218054-A1 (WO)
Inventor: Liu Jicen
IPC: B67D7/30
Filed: 2020-10-16
Abstract: A detection apparatus and method for a quantitative loading system. The detection apparatus for a quantitative loading system comprises: a controller (11) and three sets of measurement devices. The first set of measurement devices (12) are arranged in a tank area, and configured to obtain a first measurement parameter where a material passes through the tank area. The second set of measurement devices (13) are arranged in a pipeline area, and configured to obtain a second measurement parameter where the material passes through the pipeline area. The third set of measurement devices (14) are arranged in a loading area, and configured to obtain a third measurement parameter where the material passes through the loading area. The controller (11) is electrically connected to the three sets of measurement devices, and is configured to: obtain the first measurement parameter, the second measurement parameter, and the third measurement parameter of the material; and according to the first measurement parameter, the second measurement parameter, and the third measurement parameter of the material in the same time period, obtain a quality difference of the material passing through the tank area, the pipeline area, and the loading area.
Patent WO-2021083179-A1 (WO)
Inventor: HONG CHENG
IPC: H04L9/08
Filed: 2020-10-28
Abstract: Embodiments of the present application provide a secure multi-party computing method, an apparatus, a system, and a storage medium. The system comprises multiple participants and a trusted apparatus trusted by the multiple participants. The multiple participants are respectively connected to the trusted apparatus in a communicative manner. The trusted apparatus is used to generate, in response to a secure multi-party computation trigger event, shared secret information for the multiple participants, split the shared secret information into multiple shared secret fragments, and respectively provide the multiple shared secret fragments to the multiple participants. The multiple participants are used to participate in secure multi-party computation on the basis of the individually received shared secret fragments. The embodiments of the present application use the trusted apparatus to protect the security of the shared secret information and shared secret fragments required for a secure multi-party computing process, thereby ensuring the security of secure multi-party computation, and effectively improving efficiency of secure multi-party computation.
Patent WO-2021114925-A1 (WO)
Inventor: DENG YUAN
IPC: G06F21/31
Filed: 2020-10-28
Abstract: An access control method and an access control apparatus. The access control method comprises: if an access request of a merchant device is received, acquiring device identity information of the merchant device, wherein the access request carries user account authentication information corresponding to the merchant device; on the basis of a target public key certificate and device identity information corresponding to the merchant device, performing device identity verification on the merchant device; when the device identity verification is passed, on the basis of the user account authentication information, performing user identity verification on a user corresponding to the merchant device; when the user identity verification is passed, verifying whether the merchant device is a trusted execution environment; and determining an access control policy of the merchant device, and on the basis of the access control policy, accessing private data of a target member corresponding to the access request.
Patent WO-2021093676-A1 (WO)
Title: Method for processing hyperspectral images
Inventor: Liu yin-nian
IPC: G01J3/28
Filed: 2020-11-06
Abstract: A method for processing a hyperspectral image, comprising: a first correction step used for extracting a spectral dimension curve of an initial spaceborne hyperspectral cube image for low-pass filtering so as to obtain initial correction coefficients; an optimization step used for optimizing and compensating the initial correction coefficients according to spatial dimension ripple periods of pixels in each waveband so as to obtain optimized correction coefficients of the hyperspectral cube image; and a second correction step used for obtaining a corrected hyperspectral image on the basis of the optimized correction coefficients.
Patent WO-2022082891-A1 (WO)
Inventor: PENG JIASHAN
IPC: H04L29/08
Filed: 2020-11-11
Abstract: 大数据采集方法、系统、计算机设备及其存储介质，通过客户端提取相关的互联网数据并生成临时数据库（S100）；验证端发送验证信息至服务器（S200）；所述的服务器在接收到验证信息后会收录解压编码并向验证端反馈验证编码（S300）；所述的验证端提取客户端的临时数据库内的互联网数据并生成过渡文件（S400）；所述的服务器接收所述的过渡文件，并通过解压编码将其解压（S500）。通过在数据采集过程中对庞大的实时数据进行筛选分类，能够减小数据量从而降低传输负荷；而通过验证端间歇性的向服务器发送验证信息可以根据是否得到反馈来有效的判断当前网络是否处于稳定状况；另外通过实时变化的解压编码更可以有效防止数据泄露或被他人拦截时出现泄密，安全性更高。
Patent WO-2021203709-A1 (WO)
Inventor: SHI XIAODONG
IPC: A61L9/22
Filed: 2020-11-20
Abstract: Un système de désodorisation à plasma à basse température, comprenant un boîtier (1), une pluralité de modules de désodorisation (2) agencés dans le boîtier (1) en réseau, des modules de distribution d'énergie (3) disposés à l'extérieur du boîtier (1), et un module de décomposition d'ozone (5) disposé au niveau de la partie queue du boîtier (1). Chaque module de désodorisation (2) dans la pluralité de modules de désodorisation (2) comprend un réacteur à plasma sous forme de décharge à barrière diélectrique, et les modules de distribution d'énergie (3) comprennent une pluralité d'alimentations électriques (31) pour fournir de l'énergie électrique aux réacteurs. Après que la pluralité d'alimentations électriques (31) soient électrifiés, les réacteurs génèrent une décharge à barrière diélectrique et génèrent des particules actives, et les particules actives générées permettent à des molécules d'odeurs d'être décomposées, converties et éliminées, puis de passer à travers le module de décomposition d'ozone (5) de façon à obtenir un traitement de gaz résiduaire.
Patent WO-2021109962-A1 (WO)
Inventor: GUO ZHENKE
IPC: A47L9/20
Filed: 2020-11-30
Abstract: A vacuum cleaner assembly, a filter mesh cylinder (20), a dust-air separation device, and a vacuum cleaner, comprising: a dust container (10) defined by an outer wall, a dust container bottom cover (13) being pivotally connected to the dust container; a filter mesh cylinder (20) rotatably provided in the dust container (10); and a linkage structure (40) located in the dust container (10), the linkage structure having a top end connected to the filter mesh cylinder(20) and a bottom end releasably connected to the dust container bottom cover (13); the linkage structure (40) is configured such that when the filter mesh cylinder (20) rotates, the linkage structure (40) opens the dust container bottom cover (13) under driving by the filter mesh cylinder (20). The vacuum cleaner assembly and the vacuum cleaner have the advantage of being convenient to dump dust.
Patent WO-2021110017-A1 (WO)
Inventor: ZHANG KAI
IPC: H04N19/51
Filed: 2020-12-02
Abstract: Procédé de traitement de multimédias visuels, consistant : à effectuer une conversion entre un bloc vidéo actuel de données multimédias visuelles et une représentation de flux binaire des données multimédias visuelles selon une règle de modification, le bloc vidéo actuel étant codé à l'aide d'informations de mouvement affines ; la règle de modification spécifiant de modifier des informations de mouvement affine codées dans la représentation de flux binaire à l'aide de différences de vecteurs de mouvement et/ou d'indices d'images de référence pendant le décodage.
Patent WO-2021110103-A1 (WO)
Title: Method and system for directing radio frequency rays to radio frequency antenna
Inventor: VINIT
IPC: H01Q19/08
Filed: 2020-12-03
Abstract: The application provides methods and system for directing radio frequency rays to a RF antenna. The method comprises: receiving RF rays at an at least one RF lens and an at least one reflector; monitoring at least one first parameter by at least one sensor; receiving, by a processor, said first parameter from said sensor; determining, by the processor, at least one second parameter based on at least the received said first parameter; receiving, by a motor, the at least one second parameter from the processor and automatically causing a change in a configuration of at least one of the at least one RF lens and at least one reflector, based on said at least one second parameter, to direct said RF rays to the RF antenna.
Patent WO-2021179702-A1 (WO)
Inventor: Hong Zhenhou
IPC: G06T7/00
Filed: 2020-12-08
Abstract: A method and apparatus for segmenting bone fragments from a three-dimensional image, a computer device and a storage medium, belonging to the field of intelligent medical treatment. According to the method for segmenting bone fragments from a three-dimensional image, a three-dimensional stereoscopic image is taken as an input, a feature extraction module in a segmentation model is used to perform feature extraction on a three-dimensional image to be segmented, so as to acquire a basic feature picture, which takes tissue correlation in the stereoscopic image into consideration; and feature extraction is performed on the basic feature picture by means of an intermediate module, to obtain a segmentation picture having the same size as that of the original three-dimensional image to be segmented, and a segmentation module is used to fuse the segmentation picture with the basic feature picture, so as to acquire a three-dimensional bone fragment segmentation result, reducing the segmentation time, and improving the precision and efficiency of segmentation.
Patent WO-2021115399-A1 (WO)
Inventor: LIU QUAN
IPC: C12Q1/686
Filed: 2020-12-11
Abstract: Disclosed is a method for detecting residual DNA in a drug sample, wherein the drug is a protein drug, a cell therapy drug or a gene therapy drug, and the method comprises the following steps: (1) digesting the drug sample in the presence of a proteinase K, with the digestive treatment being performed in a TE buffer; (2) inactivating the digested product; and (3) performing Q-PCR amplification for the inactivated system in step (2) in a predetermined PCR reaction system in order to obtain the content of residual DNA in the sample. Compared with the existing methods for detecting residual DNA in a protein drug or a cell therapy drug or a gene therapy drug, the accuracy of the method is significantly improved.
Patent WO-2022021760-A1 (WO)
Title: 可调光的照明装置
Inventor: CAO SHENGJUN
IPC: H05B45/34
Filed: 2020-12-17
Abstract: 提供了一种可调光的照明装置，包括发光电路，以及与所述发光电路耦接的驱动电路。所述驱动电路包括整流模块、耦接在所述发光电路与所述整流模块之间的滤波模块、耦接在所述滤波模块与所述发光电路之间的恒流模块，以及调光模块。特别地，所述调光模块被配置成接收由所述恒流模块提供到所述发光电路的驱动信号，并且将所述驱动信号反馈到所述恒流模块，以调节所述恒流模块的输出功率。
Patent WO-2022133734-A1 (WO)
Inventor: He kunlun
IPC: C12Q1/68
Filed: 2020-12-22
Abstract: Provided is a reagent and method for high-throughput transcriptome in drug discovery and repositioning, which provides a fast and convenient method for drug screening. One step RT-PCR can not only simplify the experimental procedure but also avoid RNA contamination in the experimental process. Furthermore, the reagent and consumable used in the method is cheap and easy to obtain, therefore it can be carried out in ordinary laboratories. Taken together, this method can make drug screening easier and cheaper. Besides, one step RT-PCR method can be applied to high-throughput transcriptome sequencing, which facilitate the wide application of high-throughput transcriptome sequencing.
Patent WO-2021136043-A1 (WO)
Inventor: GUO YULIN
IPC: H05B44/00
Filed: 2020-12-24
Abstract: 一种复合材料、量子点发光二极管及其制备方法，所述复合材料的制备方法包括步骤：提供ZnO纳米颗粒、Au源；所述Au源选自块体Au和Au粒子中的至少一种；将ZnO纳米颗粒、Au源、S源与第一有机溶剂混合，进行水热反应，制得所述复合材料。采用ZnO纳米颗粒、块体Au和/或Au粒子、S源于有机溶剂中进行水热反应，S源可对ZnO纳米颗粒进行表面硫化实现在ZnO纳米颗粒表面形成ZnS层的同时，Au源可进行热溶解、扩散成呈孤立分布的原子级Au实现对ZnS层表面的负载，获得以ZnO纳米颗粒为核材料，以ZnS和Au为壳材料的复合材料。复合材料中的ZnS和Au可协同提高其所在LED的电子传输效率。
Patent WO-2022133892-A1 (WO)
Inventor: WANG YU
IPC: H02P21/00
Filed: 2020-12-24
Abstract: 一种永磁同步电机的MTPA控制方法、装置、系统及电子设备，该方法包括：实时获取转速调节器输出的转矩电流给定值（S101）；按照预设轨迹规划公式实时计算d轴和q轴电流给定值；预设轨迹规划公式基于在MTPA条件下d轴与q轴电流给定值间的二次函数关系，通过预先对永磁同步电机进行旋转参数辨识而生成（S102）；将d轴和q轴电流给定值实时输出至电流环，以便基于电流环输出的d轴和q轴电压给定值控制永磁同步电机实现MTPA运行（S103）。基于与电机实际运行状况更接近的轨迹规划公式进行MTPA轨迹规划，能实现对电机电感的自饱和与交叉饱和不敏感的节能运行，且算法复杂度低，计算耗时少，不会降低电机的动态响应速率。
Patent WO-2022151268-A1 (WO)
Title: 边链路发送，边链路接收方法及装置
Inventor: ZHANG JIAN
IPC: H04W72/02
Filed: 2021-01-14
Abstract: 本申请实施例提供一种边链路发送，接收方法以及装置。该边链路发送装置配置于第一终端设备，该装置包括: 确定单元，其用于确定用于发送边链路数据的资源，该资源满足以下条件: 该资源在第二终端设备的非连续接收相关的激活时间内或能被在该资源之前的资源通过边链路控制信息指示; 发送单元，其用于基于该资源向该第二终端设备发送边链路数据。
Patent WO-2021169774-A1 (WO)
Title: 基于nfc的通信方法、装置及系统
Inventor: LIU ZHAOSHEN
IPC: H04W4/80
Filed: 2021-02-05
Abstract: 本申请实施例公开了基于NFC的通信方法、装置及系统。在该基于NFC的通信方法中，电子设备工作于NFC读/写模式并执行和NFC标签之间的NFC通信过程，在该NFC通信过程执行失败的情况下，电子设备可以调整当前使用的射频参数，并使用调整后的射频参数重新执行和NFC标签之间的NFC通信过程。这样可以通过调整射频参数，来调整电子设备和NFC标签之间射频信号的稳定性，提升读取NFC标签中数据的成功率，从而提升用户体验。
Patent WO-2021179870-A1 (WO)
Title: 一种三维电离室结构及射线检测系统
Inventor: CHEN LIXIN
IPC: G01T1/185
Filed: 2021-02-07
Abstract: 本发明公开了一种三维电离室结构及射线检测系统，该三维电离室结构通过在层叠设置的多个载体上设置电离室，多个载体在组成电离室结构后使得电离室形成任意的立体三维形状，相对现有的表面插装式的三维射线结构，本三维电离室结构可在不同深度设置电离室，从而形成真正的空间三维结构，使得电离室能固定在载体的不同深度位置上进而实现真正的空间分布，避免以表面数据或单一深度数据进行推演修正而产生的缺陷。同时这一载体设置方式不会限制电离室的数量，能更好贴合弧形的表面，极好改善现有三维探测设备角度响应差的问题，同时其层叠设计的载体结构更便于工业上的批量化生产，有利于提高生产效率。
Patent WO-2022141766-A1 (WO)
Inventor: QI HONGJI
IPC: G06N3/04
Filed: 2021-02-08
Abstract: 本申请涉及基于深度学习和热交换法的导电型氧化镓制备方法，预测方法包括：获取导电型氧化镓单晶的制备数据；制备数据包括：籽晶数据、环境数据、控制数据以及原料数据；控制数据包括：籽晶冷却介质流量，原料数据包括：掺杂类型数据及导电掺杂浓度；对制备数据进行预处理；将预处理的制备数据输入训练好的神经网络模型，得到导电型氧化镓单晶对应的预测性质数据；所述预测性质数据包括：预测载流子浓度。先将制备数据进行预处理，得到预处理的制备数据，将预处理的制备数据输入训练好的神经网络模型，得到导电型氧化镓单晶对应的预测性质数据，通过调整制备数据，可以得到预定载流子浓度的导电型氧化镓。