Abstract: A sound event detection method includes receiving a sound signal and determining and outputting whether a sound event is present in the sound signal by applying a trained neural network to the received sound signal, and performing post-processing of the output to reduce an error in the determination, wherein the neural network is trained to early stop at an optimal epoch based on a different threshold for each of at least one sound event present in a pre-processed sound signal. That is, the sound event detection method may detect an optimal epoch to stop training by applying different characteristics for respective sound events and improve the sound event detection performance based on the optimal epoch.

Abstract: The invention is directed to a method for treating a cancer patient by administering an agent that depletes intracellular ATP along with a purine analog, such as fludarabine. It is also directed to a method for selecting a patient having cancer cells susceptible to depletion of their intracellular ATP.

Abstract: A power generation planning system for controlling on/off sequence of generators according to operational parameters includes an interface to receive the operational parameters including a power demand, state-data of the generators and operational histories of the generators from a power control system, a memory to store an objective function, a mixed-integer programming solver, generator parameters of each the generators and planning modules including a state-space representation module, a variable assignment module, a network flow module and a tight constraint module, a processor to perform the planning modules based on the operational parameters received by the interface.

Abstract: A data conversion system includes an interface to receive path data, a memory to store a computer-executable program including a lattice full algorithm and a dynamic programming algorithm, a processor, in connection with the memory, configured to execute the computer-executable program.

Abstract: A novel, advanced polymeric swab is disclosed herein. The swabs have a surface texture that allows for independent motion between microscale regions, are reusable with no loss of accuracy or efficiency, and are fabricated from optoelectronically-active elements to minimize static charging during repeated use.

Abstract: Compositions comprising a citrate salt and a calcium carbonate-containing material, articles-of-manufacturing and kits comprising same and uses thereof for inducing blood coagulation and/or for reducing or arresting hemorrhaging, particularly internal hemorrhaging, are disclosed.

Abstract: Systems and methods for determining states of flow of objects in a scene. The methods and systems include measuring states of the flow at observed sample points of the scene, wherein the scene contains a set of sample points having subsets of observed and unobserved sample points. Store in a memory an operator specifying time-varying dynamics of training states of flow of the objects in the scene. Estimate, using the operator and the measured states at the subset of observed sample points, the states of the flow of the objects at the subset of unobserved sample points of the scene. Output the states of the flow at the set of unobserved sample points of the scene, so as to assist in a management of managing states of flow of objects in the scene.

Abstract: This document provides methods and materials involved in reducing venous neointimal hyperplasia (VNH) of an arteriovenous fistula (AVF) or graft. For example, methods and materials for using stem cells (e.g., mesenchymal stem cells), extracellular matrix material, or a combination of stem cells and extracellular matrix material to reduce VNH of AVFs or grafts are provided.

Abstract: Processes and systems for upgrading natural gas liquids. At least a portion of the natural gas liquid components in a shale gas stream can be dehydrogenated to their corresponding olefin derivatives prior to separating any methane from the liquids. Further processing subsequent to dehydrogenation could include various separations, oligomerizing olefins produced in the dehydrogenation step, recovering desired products, etc. The order of the processing steps subsequent to dehydrogenation could be adjusted in various cases.

Abstract: Provided are fusion target-binding proteins comprising a target binding moiety, an intracellular signalling region and a domain that promotes synthesis of arginine or an arginine precursor. The domain may be an enzyme domain such as an argininosuccinate synthase (ASS-1) enzyme domain, or an ornithine transcarbamylase (OTC) enzyme domain. Also provided are cells comprising such a fusion target-binding protein (for example cells that express the fusion target-binding protein), and nucleic acids encoding such fusion target-binding proteins. The invention also provides fusion target-binding proteins comprising a target binding moiety, an intracellular signalling region and a domain that promotes synthesis of tryptophan or a tryptophan precursor. Pharmaceutical compositions, medical uses, and methods of treatment, all using the fusion target-binding proteins, cells, or nucleic acids are disclosed.

Abstract: The present disclosure relates to a decompression apparatus for superheated steam comprising: a temperature raising unit having an inlet connected to an exit side of a boiler for introducing steam discharged from the exit of the boiler, and an outlet for raising the temperature of steam introduced through the inlet and discharging it; a steam utilizing unit connected to the outlet and using the steam discharged from the outlet; and a decompression unit installed at one or all of a section between the exit side of the boiler and the inlet and a section between the outlet and the steam utilizing unit, the decompression unit controlling temperature of steam while decompressing pressure of steam. According to the decompression apparatus for superheated steam, it is possible to control the pressure and temperature of steam more precisely.

Abstract: Devices including graphene quantum dots yield extremely high performance THz bolometers, by measuring the current of hot electrons formed in the graphene source and drain electrodes of the device and propagating through the graphene quantum dot connected thereto. Devices may also include additional materials such as MoS2, as well as one or more gate electrodes to alter performance as needed.

Abstract: Disclosed are methods and apparatuses for relaying messages in LPWAN. An operation method of a terminal may comprise transmitting a first join request message to a base station without IQ inversion; when a number of failed transmissions of the first join request message is greater than or equal to a preconfigured threshold, transmitting an IQ-inverted second join request message to a relay; and receiving a join response message from the relay that is a response to the second join request message. Accordingly, the performance of the communication system can be improved.

Abstract: Provided is a single photon detector. The single photo detector includes a substrate of a first conductivity type, a light absorption layer on the substrate, a grading layer and an electric field buffer layer sequentially stacked on the light absorption layer, an impurity region of a second conductivity type disposed in the electric field buffer layer and opposite the first conductivity type, a first electrode disposed on the electric field buffer layer and electrically connected to the impurity region, a reflective layer disposed between the light absorption layer and the substrate, and a second electrode disposed below the substrate and electrically connected to the substrate.

Abstract: Disclosed herein are methods and compositions useful in targeting a payload to, or editing a target nucleic acid, where a governing gRNA molecule is used to target, optionally inactivate, a Cas9 molecule or a Cas9 molecule/gRNA complex.

Abstract: The present invention relates to a polymer composite for controlled release of an agent. In particular, the present invention relates to a stimuli-responsive polymer composite that can provide for controlled release of an agent in response to light. The polymer composite may be particularly suitable for the controlled delivery of a drug that is modulated by light.

Abstract: A non-transitory computer-readable medium encoded with a computer-readable program, which, when executed by a processor, will cause a computer to execute a method of intelligent matching, wherein the method includes receiving a first data from a plurality of service vendors, wherein the first data includes performance metrics of service providers and characteristics of service consumers. The method additionally includes classifying, using cluster algorithms, the service consumers from the first data into a plurality of groups. Further, the method includes calculating a compatibility success score between each service provider and each group of the plurality of groups. Moreover, the method includes calculating a historical arrival rate for the each group of the plurality of groups. The method also includes assigning a chosen service provider to a prospective service consumer based on a determined compatibility success score of the chosen service provider.

Abstract: Provided herein is forward osmosis-based water purification process, that includes contacting a solution of a soluble draw agent with a dehydrated insoluble draw agent, separating the now hydrated insoluble draw agent from the now concentrated draw solution, and exerting a stimulus on the hydrated insoluble draw agent for extracting water therefrom, thereby regenerating a dehydrated insoluble draw agent, wherein the osmotic concentration (osmolality) of the insoluble draw agent is greater than the osmotic concentration of the diluted draw solution, and the insoluble draw agent is impermeable to the soluble draw agent.

Abstract: A blood collection tube for physically separating the plasma and red blood cell fractions of a centrifuged sample is described. The blood collection tube has an elastomeric sleeve with rigid tube segments at both ends. Following blood collection and centrifugation, the elastomeric sleeve may be twisted to constrict its inner diameter and physically separate the two fractions. The blood collection tube may be secured in this position with a pin and a clamp, and further with an adhesive tape with pH paper. This enables blood samples to be transferred over long distances to a central lab facility without spoiling.

Abstract: This document describes methods and devices for treating ventricular fibrillation. For example, this document describes methods of performing electroporation of a ventricle and electroporation catheters. The methods can include inserting a distal end portion of a catheter into a ventricle of a heart of a patient, inflating a balloon coupled to the distal end portion of the catheter, occluding a valve of the heart associated with the ventricle with the balloon, injecting a fluid into the ventricle via an aperture defined by the distal end portion of the catheter, and generating an electrical current via an electrode on the distal end portion of the catheter.