A systematic review of machine-learning solutions in anaerobic digestion

H Rutland, J You, H Liu, L Bull, D Reynolds - Bioengineering, 2023 - mdpi.com
The use of machine learning (ML) in anaerobic digestion (AD) is growing in popularity and
improves the interpretation of complex system parameters for better operation and …

Simulation models of microbial community, pH, and volatile fatty acids of anaerobic digestion developed by machine learning

SI Yu, H Jeong, J Shin, SG Shin, A Abbas, D Yun… - Journal of Water …, 2024 - Elsevier
Anaerobic digestion (AD) is a promising method for treating high-content organic waste via
the microbiome in an anaerobic environment. However, because AD is a complex process …

Impact of trace metal supplementation on anaerobic biological methanation under hydrogen and carbon dioxide starvation

G Ghiotto, N De Bernardini, E Orellana… - npj Biofilms and …, 2025 - nature.com
Biomethanation is a crucial process occurring in natural and engineered systems which can
reduce carbon dioxide to methane impacting the global carbon cycle. However, little is …

[HTML][HTML] Decipher syntrophies within C2-C4 organic acids-degrading anaerobic microbiomes: A multi-omic exploration

G Ghiotto, A Detman-Ignatowska, A Chojnacka… - Chemical Engineering …, 2024 - Elsevier
In methanogenic ecosystems, carboxylic acid degradation is a crucial process facilitated by
specialized bacteria working in syntrophy with methanogens. This study explores the …

Integrated use of electrochemical anaerobic reactors and genomic based modeling for characterizing methanogenic activity in microbial communities exposed to …

EJ Yusim, R Zarecki, S Medina, G Carmi, S Mousa… - Environmental …, 2025 - Elsevier
In soil polluted with benzene, toluene, ethylbenzene, and xylenes (BTEX), oxygen is rapidly
depleted by aerobic respiration, creating a redox gradient across the plume. Under …

Modeling interactions of Clostridium cadaveris and Clostridium sporogenes in anaerobic acidogenesis of glucose and peptone

MAH Jannat, SH Park, S Hwang - Bioresource Technology, 2024 - Elsevier
This study focuses on develo** a mathematical model to assess interaction among
acidogenic bacteria during the anaerobic degradation of two substrates. Clostridium …

Creating microbiome-model harmony between metaproteomics data and the ADM1da for a two-step anaerobic digester

P Hellwig, I Seick, N Meinusch, D Benndorf, J Wiese… - bioRxiv, 2024 - biorxiv.org
The effective operation, planning, and optimization of renewable energy production in
anaerobic digestion (AD) plants relies on advanced process models, such as the Anaerobic …

Community‐scale models of microbiomes: Articulating metabolic modelling and metagenome sequencing

K Cerk, P Ugalde‐Salas, CG Nedjad… - Microbial …, 2024 - Wiley Online Library
Building models is essential for understanding the functions and dynamics of microbial
communities. Metabolic models built on genome‐scale metabolic network reconstructions …

Scale-up by mathematical modeling of anaerobic reactors for yeast wastewater treatment

GAI Barreto, ILR Rico - ITEGAM-JETIA, 2023 - itegam-jetia.org
Wastewater treatment by anaerobic digestion is a viable solution for the discharge of
industrial liquid wastes with different levels of contamination. The kinetics of the anaerobic …

[CITAZIONE][C] Editorial overview: Systems and synthetic biology of microbial cells and communities

V Sourjik, KR Patil - Current Opinion in Microbiology, 2024 - pure.mpg.de
Editorial overview: Systems and synthetic biology of microbial cells and communities :: MPG.PuRe
English Help Privacy Policy Disclaimer Include files Advanced SearchBrowse START …