Abstract: A method of mounting a module to a land grid array is provided. The method includes installing a tool to a fixture. The tool includes at least one alignment member and at least one cavity partially defined by the at least one alignment member. The at least one cavity of the tool is aligned with one or more corresponding sockets of the land grid array. The method further includes installing a module through the cavity such that the module is substantially aligned with the socket as it is connected to the land grid array.

Abstract: A non-volatile memory (NVM) apparatus and an iteration sorting method thereof are provided. The NVM apparatus performs the iteration sorting method to select one target block from a plurality of blocks of a NVM, and to perform a management operation on the target block. The iteration sorting method includes: selecting a plurality of candidate blocks among the blocks of the NVM to join into a sorting set, sorting all of the candidate blocks in the sorting set according to metadata, picking one candidate block with maximum (or minimum) metadata from the sorting set to serve as the target block, and keeping M candidate blocks in the sorting set and discarding the rest of the candidate blocks from the sorting set.

Abstract: A system includes a memory device and a processing device, coupled to the memory device. The processing device is to sample a first subset of data units from a set of data units of the memory device using a biased sampling process that increases a probability of sampling particular data units from the set of data units based on one or more characteristics associated with the particular data units. The processing device is to identify a first candidate data unit from the first subset of data units and perform a wear leveling operation in view of the first candidate data unit.

Abstract: A surface treatment and an apparatus for semiconductor packaging are provided. A surface of a conductive layer is treated to create a roughened surface. In one example, nanowires are formed on a surface of the conductive layer. In the case of a copper conductive layer, the nanowires may include a CuO layer. In another example, a complex compound is formed on a surface of the conductive layer. The complex compound may be formed using, for example, thiol and trimethyl phosphite.

Abstract: The disclosed embodiments provide a system for processing data. During operation, the system obtains labels for entities found in portions of text in a first set of jobs. Next, the system inputs the portions of text and the labels as training data for a machine learning model. The system then applies the machine learning model to a second set of jobs to generate predictions of additional entities in additional portions of text in the second set of jobs. Finally, the system creates, based on the predictions, an index containing mappings of the additional entities to subsets of the second set of jobs in which the additional entities are found.

Abstract: In some embodiments, a computer system determines that online postings belong to a cohort based on the postings having an attribute of the cohort, identifies skills from the postings, determines that a user belongs to the cohort based on a determination that a profile of the user includes the attribute(s) of the cohort, determines that one or more of the skills is stored in association with the profile, determines a user confidence score that indicates a relevance level of the skill to the user for each one of the one or more of the skills, determines a cohort confidence score for each one of the one or more of the skills based on how many of the postings include the skill, and displays a recommendation associated based on a combination of the user confidence score and the cohort confidence score for at least a portion of the skills.

Abstract: Disclosures of the present invention mainly describe a two-dimensional semiconductor device (TDSD), comprising: a two-dimensional semiconductor material (TDSM) layer, a superacid action layer and a superacid solution. The TDSM layer is made of a transition-metal dichalcogenide, and the superacid action layer is formed on the TDSM layer. Particularly, an oxide material is adopted for making the superacid action layer, such that the superacid solution is subsequently applied to the superacid action layer so as to make the superacid solution gets into the superacid action layer by diffusion effect. Experimental data have proved that, letting the superacid solution diffuse into the superacid action layer can not only apply a chemical treatment to the TDSM layer, but also make the TDSD have a luminosity enhancement. Particularly, the luminosity enhancement would not be reduced even if the TDSD contacts with water and/or organic solution during other subsequent manufacturing processes.

Abstract: In some embodiments, a computer system selects a first subset of candidate content items based on their filter scores that are generated based on a partial generalized linear mixed model comprising a baseline model and a user-based model, with the baseline model being a generalized linear model, and the user-based model being a random effects model based on user actions by the target user directed towards reference content items related to the candidate content items. In some embodiments, the computer system then selects a second subset from the first subset based on recommendation scores that are generated based on a full generalized linear mixed model comprising the baseline model, the user-based model, and an item-based model, with the item-based model being a random effects model based on user actions directed towards the candidate online content item by reference users related to the target user.

Abstract: The disclosed embodiments provide a system for selecting recommendations based on title transition embeddings. During operation, the system obtains a word embedding model of a set of job histories. Next, the system calculates similarities between pairs of the embeddings produced by the word embedding model from attributes associated with titles in the set of job histories. The system then identifies, based on the similarities, job titles with high similarity to a current title of the candidate. Finally, the system outputs the job titles for use in selecting job recommendations for the candidate.

Abstract: Mesofluidic separator assemblies are provided that can include at least a pair of supports configured to extend within a pressure differential axis, and at least one level of a plurality of members extending between the pair of supports. Separator assemblies are also provided that can include at least individual members of the plurality defining a plurality of levels extending from a first level configured to have initial contact with the fluid to be separated and a last level configured to have final contact with the fluid to be separated. Assemblies are also provided that can include each member in a set of members being aligned along one axis that is neither parallel nor normal to the pressure differential axis. Assemblies are provided that can include a conduit configured to facilitate the flow of fluid along a pressure differential axis with the conduit defining at least one cross sectional area that is open. Methods for size separating particles within a fluid are provided.

Abstract: A method includes the steps of (a) adding an organosilicon compound containing methyl groups and a surfactant into water, mixing well and carrying out hydrolysis to get a mixed aqueous solution; (b) mixing the mixed aqueous solution with 0.1-0.2M ammonium hydroxide and a remaining percentage of an organic solvent, and stirring the mixture under nitrogen atmosphere for emulsion polymerization to get a water-in-oil (w/o) emulsion; and (c) removing the organic solvent and drying the w/o emulsion to get aerogel particles. Thereby the aerogel particles are produced by the present method without hydrophobic treatment and solvent exchange. Therefore the cost and time used for preparing the aerogel particles are saved.

Abstract: Various examples pertaining to utilization of a resizer in image processing are described. A processor of an apparatus receives image data of a captured image from an image sensor. The processor processes the image data through a pipeline in which the image data is resized before further processing is performed to provide processed data of a processed image used in preview or video recording.

Abstract: One or more write operations are performed on a memory component. A determination is made as to whether a number of the plurality of write operations performed on the memory component since performance of a refresh operation on the memory component exceeds a threshold value. In response to determining that the number of write operations performed on the memory component exceeds the threshold value, a memory cell of the memory component is identified based on the plurality of write operations. Data stored at memory cells of the memory component that are proximate to the identified memory cell is refreshed.

Abstract: Disclosed are systems, methods, and non-transitory computer-readable media for expanding search queries. A search system executes a search query based on a search term and the geographic indicator. In response to determining that a number of the search results is less than a threshold number, the search system determines, based on historical search logs from other users in the first geographic region, a likelihood value indicating a likelihood that the other users in the first geographic region expanded the geographic region of their search queries. The search system compares the likelihood value to a threshold likelihood value, and determines, based on the comparison, that the likelihood value meets or exceeds the threshold likelihood value. The search system then executes an expanded search based on the search term and an expanded geographic indicator that encompasses the first geographic region.

Abstract: A processing device in a memory system provides an execution grant to a first queue of a plurality of queues, the first queue storing a first plurality of memory commands to be executed on the memory component. The processing device further determines whether a number of commands from the first queue that have been executed since the first queue received the execution grant satisfies an executed transaction threshold criterion and whether a number of pending commands in a second queue of the plurality of queues satisfies a promotion threshold criterion, the second queue storing a second plurality of memory commands to be executed on the memory component. Responsive to at least one of the executed transaction threshold criterion or the promotion threshold criterion being satisfied, the processing device provides the execution grant to the second queue.

Abstract: A memory sub-system performs a first wear leveling operation among a plurality of individual data units of the memory component after a first interval and performs a second wear leveling operation among a first plurality of groups of data units of the memory component after a second interval, wherein a first group of the first plurality of groups comprises the plurality of individual data units. The memory sub-system further performs a third wear leveling operation among a second plurality of groups of data units of the memory component after a third interval, wherein a second group of the second plurality of groups comprises the first plurality of groups of data units.

Abstract: An interposer comprises a metal-plated via that spans the depth of a printed circuit board. The interposer also comprises a metal plug inserted into a first end of the metal-plated via. The metal plug is attached to the metal-plated via. The metal plug may take the form of a solid plug or a sintered via plug. The interposer also comprises a solder ball soldered to the metal plug.

Abstract: The present disclosure describes combination therapies comprising an antagonist of Programmed Death 1 receptor (PD-1) and a Toll-like receptor 9 (TLR9) agonist that is a CpG-C type oligonucleotide, and the use of the combination therapies for the treatment of cancer.

Abstract: Disclosed are systems, methods, and non-transitory computer-readable media for expanding search queries. A search system determines a set of candidate alternate search terms based on historical search logs that include records of previously submitted search terms, corresponding search results that were presented to users, and corresponding search results that were selected by the users. The set of candidate alternate search terms is selected from titles of the corresponding search results that were selected by the users. The search system ranks the set of candidate alternate search terms based on determined probabilities that each of the alternate candidate search terms will be selected if presented to a user, and selects a first candidate alternate search term from the set of candidate alternate search terms based on the ranking. The search system generates an expanded search term based on the first candidate alternate search term.

Abstract: Data stored on each of a set of memory components can be read. Corresponding data stored on a number of the set of memory components that cannot be decoded using an error correction code decoding operation can be identified. A determination can be made whether the number of the set of memory components that include the corresponding data that cannot be decoded from the ECC decoding operation satisfies a threshold condition. Responsive to determining that the number of the set of memory components that include the corresponding data that cannot be decoded from the second ECC decoding operation satisfies the threshold condition, a processing device, can perform a redundancy error correction decoding operation to correct the data stored on each of the set of memory components.