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Predicting Reaction Yields via Supervised Learning
Accounts of Chemical Research, 2021Numerous disciplines, such as image recognition and language translation, have been revolutionized by using machine learning (ML) to leverage big data. In organic synthesis, providing accurate chemical reactivity predictions with supervised ML could assist chemists with reaction prediction, optimization, and mechanistic interrogation.To apply ...
Andrzej M. Żurański +3 more
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Journal of Irrigation and Drainage Engineering, 1994
The prediction of sediment yield from catchments is necessary for studies of reservoir sedimentation, morphologic modeling, and soil‐conservation planning. Though records on sediment yield are generally not available, methods that can be used to predict sediment yield from other commonly available hydrologic data, are available in the literature.
U. C. Kothyari +2 more
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The prediction of sediment yield from catchments is necessary for studies of reservoir sedimentation, morphologic modeling, and soil‐conservation planning. Though records on sediment yield are generally not available, methods that can be used to predict sediment yield from other commonly available hydrologic data, are available in the literature.
U. C. Kothyari +2 more
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Liquidity Yield and Exchange Rate Predictability
SSRN Electronic Journal, 2020In this paper, we extend the Taylor rule model of exchange rate determination by incorporating the liquidity yield on government bonds and investigate exchange rate predictability. We find that the liquidity yield on government bonds delivers additional predictive power to future exchange rate movements beyond the model with Taylor rule fundamentals ...
Shiu-Sheng Chen, Yu-Hsi Chou
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Integrated circuit yield prediction
Proceedings of International Conference on Microelectronics, 2002A hierarchical prediction of the integrated circuit yield is carried out by in-line measurements of the test chip yields and extraction of the integrated circuit critical areas associated with the corresponding yield loss mechanisms. A local layout extraction approach has been applied for a hierarchical extraction of the integrated circuit critical ...
Z. Stamenkovic, S. Mitrovic
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Groundwater, 1967
ABSTRACT Two case histories are presented which illustrate that by analyzing drill cuttings or bailed samples, by knowing total depth of a test hole and position of the static water level, and by studying the driller's log, not only can a well's yield be predicted—but also drawdown may be predicted for any well in advance of a pumping
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ABSTRACT Two case histories are presented which illustrate that by analyzing drill cuttings or bailed samples, by knowing total depth of a test hole and position of the static water level, and by studying the driller's log, not only can a well's yield be predicted—but also drawdown may be predicted for any well in advance of a pumping
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Yield Estimation and Prediction
1990Due to inherent fluctuations in any integrated circuit manufacturing process, the yield (which is nominally viewed as the ratio of the number of chips that perform correctly, i.e., meet all performance specifications, to the number of chips manufactured) is always less than 100%.
Stephen W. Director +2 more
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Prediction of colonoscopic yield of neoplasia
Colorectal Disease, 1999ObjectiveTo identify criteria which may predict yield of neoplasia at colonoscopy.Patients and methodsClinicopathological characteristics of patients undergoing colonoscopy for either surveillance for neoplasia or investigation of colorectal symptoms were reviewed.
, Sarela +4 more
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Agriculture yield prediction using predictive analytic techniques
2016 2nd International Conference on Contemporary Computing and Informatics (IC3I), 2016India's economy primarily depends on agriculture yield growth and their allied agro industry products. The agriculture yield prediction is the toughest task for agricultural departments across the globe. The agriculture yield depends on various factors.
S. Nagini +2 more
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Rice yield prediction from yield components and limiting factors
European Journal of Agronomy, 2002Abstract This article aims to quantify growth at field level in relation to crop status and soil properties in irrigated direct-seeded rice. Forty fields were selected in the Ebro Delta (Spain). Rice growth was monitored and soil properties measured. Yield was related to soil properties by a deductive process identifying the yield determining factors.
Casanova, D. +3 more
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Design centering by yield prediction
IEEE Transactions on Circuits and Systems, 1982Design centering is an appropriate design tool for all types of electrical circuits to determine the nominal component values by considering the component tolerances. A new approach to design centering will be presented, which starts at the initial nominal values of the circuit parameters and improves these nominal values by maximizing the circuit ...
K. Antreich, R. Koblitz
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