METHODS AND SYSTEMS FOR AUTOMATIC DIFFERENTIATION OF DISCRETE AND DISCRETE-CONTINUOUS STOCHASTIC PROGRAMS

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United States of America Patent

APP PUB NO 20230419085A1
SERIAL NO

18340594

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Abstract

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Systems and methods for computation of derivatives of stochastic programs are disclosed. A system having at least one processor is configured for automatically determining a derivative of an expectation of a stochastic program with respect to its input parameters, where the stochastic program includes continuous and discrete sources of randomness.

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JULIAHUB INC177 HUNTINGTON AVE STE 1703 PMB 91487 BOSTON MA 02115

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Arya, Gaurav Cambridge, US 5 8
Rackauckas, Christopher Cambridge, US 10 0
Schäfer, Frank Cambridge, US 14 29
Schauer, Moritz Gothenburg, SE 1 0

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