COMPARATIVE ANALYSIS OF BIO- AND CHEMO-CATALYSTS FOR THE SYNTHESIS OF FLAVOUR COMPOUND HEXANAL FROM LINOLEIC ACID

Comparative Analysis of Bio- and Chemo-Catalysts for the Synthesis of Flavour Compound Hexanal from Linoleic Acid

Hexanal, hexenal, nonenal and their corresponding alcohols are used as green notes in the fragrance and flavour industry.The production of bio-based hexanal starts from linoleic acid, which can be obtained from sunflower or safflower oil.The hp 72p biocatalytic process utilizes C13-specific lipoxygenase (LOX) for hydroperoxidation and consecutive s

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On the sample complexity of quantum Boltzmann machine learning

Abstract Quantum Boltzmann machines (QBMs) are machine-learning models for both classical and quantum data.We give an operational definition of QBM learning in terms of the difference in expectation values between the model and target, taking into account the polynomial size of the data set.By using the relative entropy as bar drain board a loss fu

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