Biopolymer detection in Egyptian microalgae: A pathway to eco-friendly bioplastics DOI

Hager E. Mohamed,

Sayeda M. Abdo,

Rawheya A. Salah El Din

et al.

Bioresource Technology Reports, Journal Year: 2024, Volume and Issue: unknown, P. 102002 - 102002

Published: Nov. 1, 2024

Language: Английский

Machine Learning-Based Process Optimization in Biopolymer Manufacturing: A Review DOI Open Access
Ivan Malashin,

D. A. Martysyuk,

В С Тынченко

et al.

Polymers, Journal Year: 2024, Volume and Issue: 16(23), P. 3368 - 3368

Published: Nov. 29, 2024

The integration of machine learning (ML) into material manufacturing has driven advancements in optimizing biopolymer production processes. ML techniques, applied across various stages production, enable the analysis complex data generated throughout identifying patterns and insights not easily observed through traditional methods. As sustainable alternatives to petrochemical-based plastics, biopolymers present unique challenges due their reliance on variable bio-based feedstocks processing conditions. This review systematically summarizes current applications techniques aiming provide a comprehensive reference for future research while highlighting potential enhance efficiency, reduce costs, improve product quality. also shows role algorithms, including supervised, unsupervised, deep

Language: Английский

Citations

4
Polyhydroxyalkanoates (PHA) production from microalgae for sustainable bioplastics: A review DOI

Syarifa Ilhami,

Siti Nur Syaza Abdul Rahman, Muhammad Iqhrammullah

et al.

Biotechnology Advances, Journal Year: 2025, Volume and Issue: 79, P. 108529 - 108529

Published: Feb. 7, 2025

Language: Английский

Citations

0
Microalgae in health care and functional foods: β-glucan applications, innovations in drug delivery and synthetic biology DOI Creative Commons
Chao Li, Ming‐Qing Du,

Yujie Han

et al.

Frontiers in Pharmacology, Journal Year: 2025, Volume and Issue: 16

Published: March 4, 2025

Microalgae are emerging as a key player in healthcare, functional foods, and sustainable biotech due to their capacity produce bioactive compounds like β-glucans, omega-3 fatty acids, antioxidants an eco-friendly manner. This review comprehensively discusses the role of microalgae healthcare focusing particularly on β-glucan therapeutics, drug delivery innovations, synthetic biology applications. In microalgae-derived show immense promise for treating diseases, boosting immunity, tackling oxidative stress. Euglena -derived paramylon, type β-glucan, has shown potential various medical applications, including immunomodulation anticancer therapy. Synthetic bioprocess engineering enhancing microalgae’s therapeutic nutritional value, with applications personalized medicine. To maximize microalgae, further research development needed address scalability, regulatory alignment, consumer acceptance, focus interdisciplinary collaboration practices align innovation environmental conservation.

Language: Английский

Citations

0
Isolation and characterization of a native cyanobacteria for a microalgal consortium producing PHAs in agrifood residues DOI

Sergio Serrano-Blanco,

Marc-Antoine Cimon,

Thi Thanh Ha Pham

et al.

Algal Research, Journal Year: 2025, Volume and Issue: unknown, P. 104030 - 104030

Published: April 1, 2025

Language: Английский

Citations

0
Biopolymer detection in Egyptian microalgae: A pathway to eco-friendly bioplastics DOI

Hager E. Mohamed,

Sayeda M. Abdo,

Rawheya A. Salah El Din

et al.

Bioresource Technology Reports, Journal Year: 2024, Volume and Issue: unknown, P. 102002 - 102002

Published: Nov. 1, 2024

Language: Английский

Citations

3