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livelink interface  (COMSOL Inc)
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COMSOL Inc livelink interface
Workflow of three different approaches for pain optimization . (1) Parametric sweep with regression models; (2) COMSOL built-in optimizer; (3) Bayesian optimization using <t>LiveLink.</t>
Livelink Interface, supplied by COMSOL Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/livelink+interface/livelink+interface/pmc11351824-103-5-8
Average 90 stars, based on 1 article reviews
livelink interface - by Bioz Stars, 2026-10
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Workflow of three different approaches for pain optimization . (1) Parametric sweep with regression models; (2) COMSOL built-in optimizer; (3) Bayesian optimization using LiveLink.

Journal: Biomimetics

Article Title: Machine Learning Assists in the Design and Application of Microneedles

doi: 10.3390/biomimetics9080469

Figure Lengend Snippet: Workflow of three different approaches for pain optimization . (1) Parametric sweep with regression models; (2) COMSOL built-in optimizer; (3) Bayesian optimization using LiveLink.

Article Snippet: The third approach leverages the LiveLink interface between COMSOL and MATLAB, incorporating Bayesian optimization to explore optimal MN designs, aiming to minimize pain across different age groups.

Techniques: