Abstract: A method for accelerated decision tree execution in a processor of a digital system is provided that includes receiving at least some attribute values of a plurality of attribute values of a query for the decision tree in a pre-processing component, evaluating the received attribute values in the pre-processing component according to first early termination conditions corresponding to a first decision to determine whether or not the received attribute values fulfill first early termination conditions, and querying the decision tree with the plurality of attribute values when the received attribute values do not fulfill the first early termination conditions.

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Typically, MT was synthesized through the same method reported by Zhao and colleagues. Fe3O4 NPs were dispersed in 20 ml of absolute ethanol and mixed with 60 μl of ammonia solution (28%). Then, the mixture was subjected to ultrasound for 15 min. After that, the solution was immersed into a 45°C water bath, and 0.15 ml of TBOT was added dropwise to the mixture within 5 min. Next, the reaction proceeded for 24 hours with continuous mechanical stirring. The products were washed three times with water and ethanol and dispersed in ethanol. The solution was transferred into a crucible and dried at 100°C overnight. The powder was then calcined at 500°C in air for 2 hours. After that, and using the same method as above, PDDA was used to change the surface charge of MT from negative to positive. Last, the GO and MT solutions were mixed together and subjected to ultrasound for 15 min to form the MTG NPs.

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Abstract: A flow meter for determining the flow rate of a fluid through a conduit, including an upper body having an inlet chamber, an acoustic channel, an outlet chamber, a sound wave generator, and a sound wave receiver. The inlet chamber, acoustic channel, and outlet chamber are fluidly connected together. The acoustic channel is a non-linear pathway that is symmetrically dimensioned. The sound wave generator is configured to create a sound wave that moves along the liquid pathway formed by the acoustic channel. The receiver detects that sound wave that has moved through the acoustic channel and such information is used to determine the flow rate of the fluid through the flow meter.

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Both teams note that the technique is very quick and very accurate—and it only works with crystals. Also, it can only be used to study relative, not absolute stereochemistry. Both teams also note that widespread use of the technique is likely to be limited due to the cost of the equipment.

Abstract: Methods and systems for determining a sales channel for a product in a brick and mortar store include displaying to customers in a brick and mortar store information on an interactive data collection system relating to a product; collecting, via the data collection system, information indicative of customer interest in the product by tracking inputs at the interactive data collection system; collecting, via an online website, information indicative of customer interest relating to the product; and based upon both the information obtained at the brick and mortar store and the information obtained by the online website, determining a sales channel from a plurality of channels to offer the product for purchase by a customer.

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