Abstract: Introduced here are integrated circuits (also referred to as “chips”) that can be implemented in a neural processing unit. At a high level, the goal of these chips is to provide higher performance for machine learning algorithms than conventional processing units would. To accomplish this, the neural processing unit can include multiple computing components, each of which is able to independently determine the overlap between encoded data provided as input and values stored in a memory.

Abstract: A liner for a shaped charge having integrated tracers. The liner, when the associated shaped charge is detonated, does not create a plug, carrot, or residue in the created perforation tunnel. The liner includes integrated tracers that, after detonation, are scattered into the perforation tunnel and then begin to flow back in formation fluid flow and are identifiable in the flow.

Abstract: Disclosed herein are compositions comprising a water-soluble host-guest complex formed from a host receptor and a guest photosensitizer for the photoprotection of the photosensitizer. Also disclosed are methods of using the composition for generating reactive oxygen species, inhibiting the proliferation or killing of a cell, treating a subject with a cell proliferative disease or disorder.

Abstract: A method can include processing material via at least one severe plastic deformation process to form a degradable component where the material includes aluminum and one or more metals selected from a group of alkali metals, alkaline earth metals, group 12 transition metals, and basic metals having an atomic number equal to or greater than 31.

Abstract: Tracer materials that are identifiable in a fluid using electromagnetic signals are integrated into a host material that can be machined into a tool for use in a wellbore. The host material can be dissolvable and designed to dissolve at a certain rate and under certain environmental conditions in the wellbore. As the host material dissolves the tracer material is released into the wellbore where it is measured. Methods of integrating the tracer material and host dissolvable material together are also disclosed.

Abstract: Described herein are cyclophanes, compositions, and methods for live cell imaging. The cyclophanes comprise an ordered, cyclic arrangement of a chromophore, a first linker unit, a molecular strut, and a second linker unit. The compositions are capable of being taking up by cells and resist photobleaching under live-cell imaging conditions.

Abstract: A liner for a shaped charge. The liner, when the associated shaped charge is detonated, does not create a plug, carrot, or residue in the created perforation tunnel. The liner is made of a material that includes one or more of a bulk metallic glass complex (BMGC) or a high entropy alloy (HEA). The liner can include super-hard materials. The liner can be produced using one or more of a severe plastic deformation process, a cold isostatic pressing process, or a spark plasma sinter process.

Abstract: A Ni-based alloy consisting of, in terms of mass %: 0.10%<C?0.30%; Si?0.50%; Mn?0.50%; P?0.030%; S?0.010%; Cu?3.00%; 30.0%?Cr?39.0%; Mo?3.00%; Fe?3.00%; 2.00%?Al?5.00%; O?0.0100%; N?0.050%; Nb?0.50%; V?0.50%; Ti?0.50%; Ta?0.50%; W?0.50%; and at least one selected from the group consisting of 0.0010%?B?0.0100%, 0.0010%?Mg?0.0100%, and 0.0010%?Ca?0.0100%, with the balance being Ni and unavoidable impurities, in which the alloy comprises an austenite phase having an average grain diameter of 50.0 ?m or less, a M23C6-type carbide having an average circle equivalent particle diameter of 1.0 ?m or more, and a massive ?-Cr phase having an average circle equivalent particle diameter of 10.0 ?m or less.

Abstract: A liner for a shaped charge. The liner, when the associated shaped charge is detonated, does not create a plug, carrot, or residue in the created perforation tunnel. The liner is made of a material that includes one or more of a bulk metallic glass complex (BMGC) or a high entropy alloy (HEA). The liner can include super-hard materials. The liner can be produced using one or more of a severe plastic deformation process, a cold isostatic pressing process, or a spark plasma sinter process.

Abstract: Described herein are cyclophanes, compositions, and methods for live cell imaging. The cyclophanes comprise an ordered, cyclic arrangement of a chromophore, a first linker unit, a molecular strut, and a second linker unit. The compositions are capable of being taking up by cells and resist photobleaching under live-cell imaging conditions.

Abstract: A nozzle for use with a limited entry liner. A limited entry liner can house multiple nozzles and each nozzle can include a barrel and a central, dissolvable region. The dissolvable region is made of a material that has specific properties that allow the central region to withstand pressure and environment in a well up to a certain, known point at which time the central portion will dissolve and allow fluid to pass into the limited entry liner.

Abstract: Introduced here is an artificial intelligence system designed for machine learning. The system may be based on a neuromorphic computational model that learns spatial patterns in inputs using data structures called Sparse Distributed Representations (SDRs) to represent the inputs. Moreover, the system can generate signatures for these SDRs, and these signatures may be used to create definitions of classes or subclasses for classification purposes.

Abstract: A liner for a shaped charge having integrated tracers. The liner, when the associated shaped charge is detonated, does not create a plug, carrot, or residue in the created perforation tunnel. The liner includes integrated tracers that, after detonation, are scattered into the perforation tunnel and then begin to flow back in formation fluid flow and are identifiable in the flow.

Abstract: A method can include processing material via at least one severe plastic deformation process to form a degradable component where the material includes aluminum and one or more metals selected from a group of alkali metals, alkaline earth metals, group 12 transition metals, and basic metals having an atomic number equal to or greater than 31.

Abstract: Introduced here are integrated circuits (also referred to as “chips”) that can be implemented in a neural processing unit. At a high level, the goal of these chips is to provide higher performance for machine learning algorithms than conventional processing units would. To accomplish this, the neural processing unit can include multiple computing components, each of which is able to independently determine the overlap between encoded data provided as input and values stored in a memory.

Abstract: Disclosed herein are compositions comprising a water-soluble host-guest complex formed from a host receptor and a guest photosensitizer for the photoprotection of the photosensitizer. Also disclosed are methods of using the composition for generating reactive oxygen species, inhibiting the proliferation or killing of a cell, treating a subject with a cell proliferative disease or disorder.

Abstract: A nozzle for use with a limited entry liner is disclosed. A limited entry liner can house multiple nozzles and each nozzle can include a barrel and a central, dissolvable region. The dissolvable region is made of a material that has specific properties that allow the central region to withstand pressure and environment in a well up to a certain, known point at which time the central portion will dissolve and allow fluid to pass into the limited entry liner.

Abstract: Described herein are cyclophanes, compositions, and methods for live cell imaging. The cyclophanes comprise an ordered, cyclic arrangement of a chromophore, a first linker unit, a molecular strut, and a second linker unit. The compositions are capable of being taking up by cells and resist photobleaching under live-cell imaging conditions.

Abstract: A method includes pressing a blend of materials; and forming a degradable grip from the pressed blend of materials. The blend of materials includes a non-degradable material that is not degradable in an aqueous environment and an aqueous degradable alloy material. The pressing step includes using a high pressure and high temperature press.

Abstract: A method can include polymerizing a blend of materials where the materials include polymeric material and a degradable alloy material; and forming a degradable component from the polymerized blend of materials. Such a method can include exposing the degradable component to water where the degradable alloy material reacts with the water to at least in part degrade the component.