Deep learning‐based surrogate modeling and optimization for microalgal biofuel production and photobioreactor design

Author:

Rio‐Chanona Ehecatl Antonio12,Wagner Jonathan L.23,Ali Haider4,Fiorelli Fabio5,Zhang Dongda1267ORCID,Hellgardt Klaus2

Affiliation:

1. Centre for Process Systems EngineeringImperial College London, South Kensington Campus London, SW7 2AZ U.K.

2. Dept. of Chemical EngineeringImperial College London, South Kensington Campus London, SW7 2AZ U.K

3. Dept. of Chemical EngineeringUniversity of Loughborough Loughborough, LE11 3TU U.K.

4. School of Mechanical EngineeringKyungpook National University 1370 Sankyuk‐Dong, Buk‐gu, Daegu, 702701 South Korea

5. Materialize X Ltd. London, SW9 7HW U.K.

6. Centre for Process IntegrationUniversity of Manchester Manchester, M1 3BU U.K.

7. School of Chemical Engineering and Analytical ScienceUniversity of Manchester Manchester, M1 3AL U.K.

Funder

Engineering and Physical Sciences Research Council

Horizon 2020 Framework Programme

Publisher

Wiley

Subject

General Chemical Engineering,Environmental Engineering,Biotechnology

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