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
Self-sensing of load and deformation in concrete using intrinsic capacitance and resistance. [PDF]
Ozturk M, Akis A.
europepmc +1 more source
ABSTRACT Stem cell‐based therapies hold transformative potential for regenerative medicine, yet their progress is constrained by persistent variability in manufacturing and clinical performance. Conventional frameworks such as Quality by Design (QbD), though effective for drugs and biologics, struggle to accommodate the dynamic nature of living cell ...
Mee‐Hae Kim, Masahiro Kino‐oka
wiley +1 more source
Flexural performance of RC beams strengthened with CFF and SCCFL sheets under cyclic loading. [PDF]
Sujitha VS +4 more
europepmc +1 more source
ABSTRACT Traditional biochemistry instruction often emphasizes mechanistic detail, that is, how molecules and pathways function, without equally addressing why they have their present forms. This fact‐centered approach can leave students overwhelmed and disconnected from the broader scientific narrative.
Alberto Vázquez‐Salazar
wiley +1 more source
Evaluation of the Seismic Behavior of Carbon-Grid-Reinforced Walls with Varying Anchorage and Axial Load Ratios. [PDF]
Kim KM +4 more
europepmc +1 more source
ABSTRACT Many universities across Europe have developed outreach programs to bring high school students closer to science and help them make more informed decisions about their academic futures. At the University of Porto (Portugal), the Junior University is a summer school that offers research and development activities on specific topics, enabling ...
J. S. Sousa +6 more
wiley +1 more source
Numerical study on fatigue failure mechanism of reinforced concrete slabs under coupled action of corrosion and cyclic loading. [PDF]
Wang S, Zhao Q, Song P, Yang F.
europepmc +1 more source
Counting cases, conserving species: addressing highly pathogenic avian influenza in wildlife
ABSTRACT Highly pathogenic avian influenza (HPAI) has become a critical threat to wildlife, shifting from a seasonal epizootic to a persistent, year‐round panzootic with global consequences. Here, we summarise the origin, evolutionary mechanisms, and expanding host range of the current H5N1 virus (clade 2.3.4.4b) and assess its impact on wildlife. Over
Ulrich Knief +4 more
wiley +1 more source
Material stock and environmental burdens of coastal bridge infrastructure in China: A bottom-up life cycle perspective. [PDF]
Ning H +5 more
europepmc +1 more source

