Nine (not so simple) steps: a practical guide to using machine learning in microbial ecology

C Walsh, E Stallard-Olivera, N Fierer - Mbio, 2024 - Am Soc Microbiol
Due to the complex nature of microbiome data, the field of microbial ecology has many
current and potential uses for machine learning (ML) modeling. With the increased use of …

Design, preparation, and application of novel multilayer metal-polyphenol composite on macroporous framework melamine foam for effective filtration removal of …

N Amaly, AY EL-Moghazy, N Nitin, G Sun… - Separation and …, 2023 - Elsevier
Effective capture of antibiotic residues from different fluidic sources is still a challenge in
dealing with existence of the chemicals in nature, especially with presence of other …

[HTML][HTML] Data augmentation for Gram-stain images based on Vector Quantized Variational AutoEncoder

V Shwetha, K Prasad, C Mukhopadhyay, B Banerjee - Neurocomputing, 2024 - Elsevier
Availability of large-scale datasets plays a significant role in segmentation and classification
tasks using deep learning. However, domains such as healthcare inherently suffer from …

Fabrication of a novel robust gelatine-based poly-cationic flocculant with dual flocculation and bactericidal functions for manure wastewater treatment

N Amaly, P Pandey, A Pandey, S Harrison… - Colloids and Surfaces A …, 2025 - Elsevier
Manure suspended solids and pathogens negatively contribute to many environmental
aspects including water contamination, air pollution, greenhouse gas emissions (GHG) …

Development and application of a polycationic soybean protein-based flocculant for enhanced flocculation and dewatering of dairy manure

N Amaly, S Harrison, JS Tumuluru, G Sun, PK Pandey - Chemosphere, 2025 - Elsevier
In agricultural and waste management systems, dairy manure wastewater is often recycled
for irrigation. However, a key challenge lies in handling suspended solids (SS) and …

Cytogenotoxicity of raw and treated dairy manure slurry by two-stage chemical and electrocoagulation: An application of the Allium cepa bioassay

TAOK Meetiyagoda, T Samarakoon… - Science of The Total …, 2024 - Elsevier
Livestock farming is an essential agricultural practice. However, the improper management
of livestock wastes and discharge of untreated or partially treated livestock manure slurry …

Building a Predictive Understanding of Plant, Soil, and Microbe Associations

CM Walsh - 2023 - search.proquest.com
Microorganisms are ubiquitous in soils across the globe and perform functions that are
consequential for multicellular host and environmental health. However, the distributions …