Abstract: A wear resistant mesh for construction of a component includes a plurality of inserts, a web connecting the inserts to one another and maintaining geometry and spacing of the inserts. A component including a mesh including a plurality of inserts and a web connecting the inserts to one another and maintaining geometry and spacing of the inserts, a matrix material disposed about the mesh, the material exposing selected wear surfaces of the mesh. A method for making a mesh to dispose in a component for wear resistance and a method for producing a component having wear resistance and ductility.

Abstract: A method for manufacturing a helmet with hidden light source includes: providing a transparent base film and a screen printing plate, wherein the base film comprises a first portion and a second portion, and the screen printing plate covers and corresponds to the first portion; printing a lightproof ink layer on the second portion and the screen printing plate; removing the screen printing plate; coating a light transmitting ink layer on the lightproof ink layer; attaching at least one light source on the light transmitting ink layer corresponding to the first portion; and forming a helmet base to cover the at least one light source.

Abstract: A centrifugal well pump assembly has a non-rotating diffuser between upper and lower rotating impellers. The upper impeller has a cylindrical skirt on a lower side that rotates within a diffuser receptacle. The lower impeller has a cylindrical balance ring on an upper side that rotates within a diffuser cavity. Impeller sleeves are bonded to the skirt and balance ring. Diffuser sleeves are bonded to the diffuser receptacle and cavity. The diffuser sleeves are of a harder material than the impeller sleeves. Each of the impeller sleeves has upper, intermediate and lower circumferential rows of inserts. Each insert has a face flush with the impeller sleeve and is in sliding engagement with one of the diffuser sleeves. The inserts in the intermediate row may be rotationally staggered relative to the inserts in the upper and lower rows to create serpentine flow paths for well fluid leakage.

Abstract: A method for manufacturing a helmet with hidden light sources includes: fixing a helmet housing with at least one light transmitting portion to a base mold; providing a light source protector and a light source belt, and fixing the light source protector to the light source belt, wherein the light source belt comprises a circuit board and a plurality of light sources mounted on, wherein the light source protector comprises a plurality of accommodating holes corresponding to the light sources one by one, and the light sources each are received in a corresponding accommodating hole and enclosed by the light source protector and the circuit board; aligning the light sources to the light transmitting portion and fixing the light source protector to an inner surface of the helmet housing; and injecting a buffer material into the base mold to form a base.

Abstract: A method for manufacturing a helmet with hidden light source includes: providing a transparent base film and a screen printing plate, wherein the base film comprises a first portion and a second portion, and the screen printing plate covers and corresponds to the first portion; printing a lightproof ink layer on the second portion and the screen printing plate; removing the screen printing plate; coating a light transmitting ink layer on the lightproof ink layer; attaching at least one light source on the light transmitting ink layer corresponding to the first portion; and forming a helmet base to cover the at least one light source.

Abstract: The present disclosure relates to a positioning taillight for a smart cycling equipment and a positioning method thereof. The positioning taillight includes a main body, a GPS module, a microprocessor, an accelerometer, and a power supply; the main body includes a housing and a light emission portion; the GPS module, the microprocessor, and the accelerometer are arranged in the housing; the microprocessor is connected to the GPS module and the accelerometer; the power supply includes a first battery connected to the GPS module, the microprocessor, the accelerometer, and the light emission portion for supplying electrical energy thereto; and the GPS module is turned on to obtain the real time geographic location information according to an acceleration of the cycling equipment measured by the accelerometer.

Abstract: Synthetic oligonucleotides that comprise a nucleic acid binding protein binding site, PCR primer sequences, and tag sequences that do not bind to nucleic acid binding proteins, with a total length of 85-130 nucleotides are disclosed herein. Also disclosed are libraries and kits comprising the synthetic oligonucleotides as well as methods of detecting nucleic acid binding proteins in a sample using the synthetic oligonucleotides.

Abstract: A helmet for a smart cycling equipment. The helmet includes a main body, a left speaker, a right speaker, a control interface, a charging interface, a microprocessor, a wireless communication module, and a battery. The main body includes a shell and a flange connected to the shell and surrounding the shell. The flange includes a front portion, a rear portion, a left portion, and a right portion. The left speaker is arranged on the left portion. The right speaker is arranged on the right portion. The control interface and the charging interface are arranged on the flange. The wireless communication module is connected to the microprocessor. The battery is connected to the charging interface.

Abstract: A warning method for a cycling equipment is provided. The method includes steps of: emitting a series of light beams in a direction facing away from a rear of the cycling equipment sequentially; receiving a series of reflected light beams from an object behind the cycling equipment; calculating a predetermined number of successive real-time distances between the cycling equipment and the object according to each of the light beams and the corresponding reflected light beams; and generating a first alert to the object when each of the predetermined number of successive real-time distances is less than a safety threshold, and the predetermined number of successive real-time distances decreases gradually.

Abstract: A wireless communication system includes a number of peripheral devices, a wireless communication device, and a terminal. The wireless communication device includes a first communication module and a second communication module. The second communication module includes a host unit and a device unit. The host unit is used to be wirelessly connected to the peripheral devices. The terminal supports the first communication protocol is used to connect to the first communication module, and the terminal supports the second communication protocol is used to connect to the second communication module via the device unit thereof. A method using the wireless communication system is also provided.

Abstract: Described herein are systems and methods for providing a natural language comprehension system that employs a two-stage process for machine comprehension of text. The first stage indicates words in one or more text passages that potentially answer a question. The first stage outputs a set of candidate answers for the question, along with a first probability of correctness for each candidate answer. The second stage forms one or more hypotheses by inserting each candidate answer into the question and determines whether a sematic relationship exists between each hypothesis and each sentence in the text. The second processing circuitry generates a second probability of correctness for each candidate answer and combines the first probability with the second probability to produce a score that is used to rank the candidate answers. The candidate answer with the highest score is selected as a predicted answer.

Abstract: Disclosed embodiments include systems and methods relevant to improvements to natural language processing used to determine an intent and one or more associated parameters from a given input string. In an example, an input string is received and first and second different n-grams are applied to the input string. Recurrent neural network models are then used to generate output data based in part on the first and second different n-grams. Intent detection and semantic labeling are applied to the output of the recurrent neural network models.

Abstract: Examples of the present disclosure provide systems and methods relating to a machine comprehension test with a learning-based approach, harnessing neural networks arranged in a parallel hierarchy. This parallel hierarchy enables the model to compare the passage, question, and answer from a variety of perspectives, as opposed to using a manually designed set of features. Perspectives may range from the word level to sentence fragments to sequences of sentences, and networks operate on word-embedding representations of text. A training methodology for small data is also provided.

Abstract: A submersible well pump assembly has a motor that rotates a drive shaft within the pump. The pump has a number of pump stages, each stage having a diffuser and an impeller. A bushing is fixed for non-rotation within the diffuser. A thrust runner sleeve mounted to the drive shaft has an outer diameter surface in sliding rotating engagement with an inner diameter surface of the bushing. At least one seal ring is mounted to the sleeve in sealing engagement with the drive shaft to block the entry of well fluid particulates between the sleeve and the drive shaft.

Abstract: A light-emitting helmet is provided. The helmet includes a main body, a number of fixing members, and a number of light-emitting lamp strips. The main body includes a shell and inner layer. The shell includes an outer surface and a number of grooves defining in the outer surface. The fixing members are secured in the inner layer. The lamp strips are detachably mounted in the grooves by the fixing frames respectively. In addition, a light-emitting helmet manufacturing method is also provided.

Abstract: A dynamically tunable process kit, a processing chamber having a dynamically tunable process kit, and a method for processing a substrate using a dynamically tunable process kit are provided. The dynamically tunable process kit allows one or both of the electrical and thermal state of the process kit to be changed without changing the phyisical construction of the process kit, thereby allowing plasma properties, and hence processing results, to be easily changed without replacing the process kit. The processing chamber having a dynamically tunable process kit includes a chamber body that includes a portion of a conductive side wall configured to be electrically controlled, and a process kit. The processing chamber includes a first control system operable to control one or both of an electrical and thermal state of the process kit and a second control system operable to control an electrical state of the portion of the side wall.

Abstract: A dynamically tunable process kit, a processing chamber having a dynamically tunable process kit, and a method for processing a substrate using a dynamically tunable process kit are provided. The dynamically tunable process kit allows one or both of the electrical and thermal state of the process kit to be changed without changing the physical construction of the process kit, thereby allowing plasma properties, and hence processing results, to be easily changed without replacing the process kit. The processing chamber having a dynamically tunable process kit includes a chamber body that includes a portion of a conductive side wall configured to be electrically controlled, and a process kit. The processing chamber includes a first control system operable to control one or both of an electrical and thermal state of the process kit and a second control system operable to control an electrical state of the portion of the side wall.