- Tytuł:
- Computational intelligence based design of biomaterials
- Autorzy:
-
Vinoth, Arulraj
Datta, Shubhabrata - Powiązania:
- https://bibliotekanauki.pl/articles/29520060.pdf
- Data publikacji:
- 2022
- Wydawca:
- Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
- Tematy:
-
biomaterial
design
modeling
optimization
computational intelligence
biomateriał
projekt
modelowanie
optymalizacja
Inteligencja obliczeniowa - Opis:
- This paper presents an overview of the applications of computational intelligence techniques, viz. artificial neural networks, fuzzy inference systems, and genetic algorithms, for the design of biomaterials with improved performance. These techniques are basically used for developing data-driven models and for optimization. The paper introduces the domain of biomaterials and how they can be designed using computational intelligence techniques. Then a brief description of the tools is made, followed by the applications of the tools in various domains of biomaterials. The applications range in all classes of materials ranging from alloys to composites. There are examples of applications for the surface treatment of biomaterials, materials for drug delivery systems, materials for scaffolds and even in implant design. It is found the tools can be effectively used for designing new and improved biomaterials.
- Źródło:
-
Computer Methods in Materials Science; 2022, 22, 4; 229-262
2720-4081
2720-3948 - Pojawia się w:
- Computer Methods in Materials Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł