Optimization‐based cosmetic formulation: Integration of mechanistic model, 
surrogate model, and heuristics

Zhang, Xiang; Zhou, Teng; Ng, Ka Ming

doi:10.1002/aic.17064

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Optimization‐based cosmetic formulation: Integration of mechanistic model, surrogate model, and heuristics

Zhang, X., Zhou, T., & Ng, K. M. (2021). Optimization‐based cosmetic formulation: Integration of mechanistic model, surrogate model, and heuristics. AIChE Journal, 67(1): e17064. doi:10.1002/aic.17064.

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Item Permalink: https://hdl.handle.net/21.11116/0000-0007-78A0-D Version Permalink: https://hdl.handle.net/21.11116/0000-0007-9FE7-2

Genre: Journal Article

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Creators:
Zhang, Xiang¹, Author
Zhou, Teng^{2, 3}, Author
Ng, Ka Ming¹, Author

Affiliations:
1Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China, ou_persistent22
2Process Systems Engineering, Max Planck Institute for Dynamics of Complex Technical Systems, Max Planck Society, ou_1738151
3Otto-von-Guericke-Universität Magdeburg, External Organizations, ou_1738156

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Language(s): eng - English

Dates: Date issued: 2021

Publication Status: Issued

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Rev. Type: Peer

Identifiers: DOI: 10.1002/aic.17064

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Title: AIChE Journal

Source Genre: Journal

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Pages: - Volume / Issue: 67 (1) Sequence Number: e17064 Start / End Page: - Identifier: ISSN: 0001-1541
ISSN: 1547-5905