Transfer Learning Approaches in Bioprocess Engineering: Opportunities and Challenges
ABSTRACT Transfer learning (TL) has recently emerged as a promising approach to overcoming one of the key limitations of bioprocess engineering: data scarcity. By leveraging knowledge from one bioprocess to another, TL allows existing models and data sets to be reused efficiently, accelerating process development, improving prediction accuracy, and ...
Daniel Barón Díaz +3 more
wiley +1 more source
Rapid identification of <i>Acinetobacter baumannii</i> using novel specific molecular targets derived from pan-genome analysis and its clinical application. [PDF]
Chen S +9 more
europepmc +1 more source
Structural and Functional Properties of Ingredient Composition in Kenkey Preparation: A Review
This review synthesizes three decades of research on kenkey, a fermented maize staple of West Africa. Examining the structural, functional, and nutritional properties that emerge from traditional fermentation and thermal processing, and identifying priorities for future research toward quality standardization and commercial development. ABSTRACT Kenkey,
Afia Sakyiwaa Amponsah
wiley +1 more source
Correction: Super pan-genome reveals extensive genomic variations associated with phenotypic divergence in Actinidia. [PDF]
Yu X +9 more
europepmc +1 more source
The introduction outlines the review scope. Microbial cell factories as living drugs cover host–gut microbiota, bacteria, yeast, and other microbial systems, with comparative host advantages. Engineering strategies include synthetic circuits, quorum sensing, and memory.
Cemile Elif Özçelik +3 more
wiley +1 more source
An Australian chickpea pan-genome provides insights into genome organization and offers opportunities for enhancing drought adaptation for crop improvement. [PDF]
Garg V +16 more
europepmc +1 more source
Making Two out of One: Kinesin Motors Driving Plant Cell Division
ABSTRACT The Kinesin superfamily of microtubule dependent motors is present in all eukaryotes. Not all of the subfamilies are represented in all kingdoms, and the ones that are do not always show conserved functions. Tight control of the cytoskeleton is essential for proper progression and completion of mitosis and cytokinesis, and key functions are ...
Choy Kriechbaum, Sabine Müller
wiley +1 more source
Pan-Genome Analysis Reveals Local Adaptation to Climate Driven by Introgression in Oak Species. [PDF]
Liang YY +17 more
europepmc +1 more source
Common bean pan-genome reveals abundant variation patterns and relationships of stress response genes and pathways. [PDF]
Wang X +9 more
europepmc +1 more source
The evolution, variation and expression patterns of the annexin gene family in the maize pan-genome. [PDF]
Liu X +5 more
europepmc +1 more source

