METHODS AND APPARATUSES FOR GENERATING A DIGITAL REPRESENTATION OF CHEMICAL SUBSTANCES, MEASURING PHYSICOCHEMICAL PROPERTIES AND GENERATING CONTROL DATA FOR SYNTHESIZING CHEMICAL SUBSTANCES
摘要:
A method for generating a compressed digital representation of a chemical substance, in particular polymers, includes the steps of receiving (S12) input data being a multimodal representation (2, 12) of a physicochemical property of the chemical substance and indicative of a measurable physicochemical property of the chemical substance; encoding (S13) said input data (2, 12) using a data driven compression model (3, 10) of the chemical substance for generating encoded substance data as a function of the received input data (2, 12); and generating chemical substance data indicative of the measurable physicochemical property of the chemical substance by decoding said encoded substance data using the data driven compression model (3, 10).
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