Results 201 to 210 of about 17,399 (237)

Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion

Advanced Intelligent Discovery, EarlyView.
This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia, Christian Mark Pelicano   +1 more
wiley   +1 more source

Life as Counterfactual Geometry: An Adversarial Theory of Biological Function. [PDF]

Entropy (Basel)
Buzea CG, Nedeff F, Mirilă D, Nedeff V, Agop M, Ochiuz L, Dobreci L, Vasincu D.   +7 more
europepmc   +1 more source

Machine Learning‐Enhanced Random Matrix Theory Design for Human Immunodeficiency Virus Vaccine Development

Advanced Intelligent Discovery, EarlyView.
This study integrates random matrix theory (RMT) and principal component analysis (PCA) to improve the identification of correlated regions in HIV protein sequences for vaccine design. PCA validation enhances the reliability of RMT‐derived correlations, particularly in small‐sample, high‐dimensional datasets, enabling more accurate detection of ...
Mariyam Siddiqah, Muhammad Zulqarnain Zeb, Muhammad Husnain Zeb, Babar Shabbir   +3 more
wiley   +1 more source

Identification of silage bacterial clusters and analysis of their microecological characteristics. [PDF]

Environ Microbiome
Li M, Wu S, Zi X.
europepmc   +1 more source

Accelerating Biosensor Discovery: A Computationally‐Driven Pipeline for Microplastics Monitoring

Advanced Intelligent Discovery, EarlyView.
A computationally guided pipeline unites molecular simulation, synthetic biology, electrochemical engineering, and machine learning to accelerate biosensor discovery. A Bacillus anthracis carbohydrate‐binding module is used to develop a high‐performance micro‐ and nanoplastics sensor with greatly reduced error and variability.
Gabriel X. Pereira, Marcos de C. Leite, Pedro H. M. Zanineli, Juliana N. Y. Costa, Débora M. Cunha, Sophia P. Serra, Pedro H. Sophia, Flávio M. Shimizu, Yasmin W. Moura, Célio C. Oliveira, Gabriel R. Schleder, Gabriela F. Persinoti, Leandro Merces, Renato S. Lima   +13 more
wiley   +1 more source

Insights into community profiles, environmental influence, and assembly mechanisms of oyster-associated bacteriome from Yueqing Bay, China via absolute quantitation by metabarcoding. [PDF]

Front Microbiol
Lin H, Li X, Chen L, Zhang T, Yang F, Luo Y.   +5 more
europepmc   +1 more source

The 'vulnerability code': Is cell identity the architect of its own decay? [PDF]

Clin Transl Med
Bai D, Cao Z, Zhu C.
europepmc   +1 more source

A microbiologist's field guide to community ecology. [PDF]

ISME Commun
Beldi L, Henderson A, Lee MNY, Luneau JS, Mazel F, Miller TE, Padmanabha P, Raach B, van Vliet S, Weiss AS, Meacock OJ, Vogel MA.   +11 more
europepmc   +1 more source

A multiplicative behavioral model of DNA replication initiation in cells. [PDF]

Open Life Sci
Rahman T.
europepmc   +1 more source

Self-supervised reservoir computing with spatial-temporal encoding for identifying critical transitions. [PDF]

Nat Commun
Yang N, Kurths J, Liu R, Chen P.
europepmc   +1 more source