Innovative beverage creation through symbiotic microbial communities inspired by traditional fermented beverages: Current status, challenges and future directions

S Li, X Liu, L Wang, K Wang, M Li, X Wang… - Critical Reviews in …, 2024 - Taylor & Francis
Fermented beverages (FBs) are facing challenges in functional performance and flavor
complexity, necessitating the development of new multi-functional options. Traditional …

A comprehensive review on the application of neural network model in microbial fermentation

JC Huang, Q Guo, XH Li, TQ Shi - Bioresource Technology, 2024 - Elsevier
The development of high-performance strains and the continuous breakthrough of strain
screening technology also pose challenges to downstream fermentation optimization and …

Generative models in artificial intelligence and their applications

M Castelli, L Manzoni - Applied Sciences, 2022 - mdpi.com
In recent years, artificial intelligence has been used to generate a significant amount of high-
quality data, such as images, music, and videos. The creation of such a vast amount of …

Application of a generative adversarial network for multi-featured fermentation data synthesis and artificial neural network (ANN) modeling of bitter gourd–grape …

S Gbashi, TL Maselesele, PB Njobeh… - Scientific Reports, 2023 - nature.com
Artificial neural networks (ANNs) have in recent times found increasing application in
predictive modelling of various food processing operations including fermentation, as they …

A synthetic data generation technique for enhancement of prediction accuracy of electric vehicles demand

S Chatterjee, YC Byun - Sensors, 2023 - mdpi.com
In terms of electric vehicles (EVs), electric kickboards are crucial elements of smart
transportation networks for short-distance travel that is risk-free, economical, and …

Generative adversarial networks for creating synthetic nucleic acid sequences of cat genome

D Hazra, MR Kim, YC Byun - International Journal of Molecular Sciences, 2022 - mdpi.com
Nucleic acids are the basic units of deoxyribonucleic acid (DNA) sequencing. Every
organism demonstrates different DNA sequences with specific nucleotides. It reveals the …

GAN-based synthetic time-series data generation for improving prediction of demand for electric vehicles

S Chatterjee, D Hazra, YC Byun - Expert Systems with Applications, 2025 - Elsevier
Demand forecasting is essential for any business to grow and manage its different business
activities. With the basic needs of customers, it is hard to predict the future demand using …

[PDF][PDF] Sefater Gbashi 1Ε, Tintswalo Lindi Maselesele 2, Patrick Berka Njobeh, Tumisi Beiri Jeremiah Molelekoa, Samson Adeoye Oyeyinka 3, Rhulani Makhuvele 4 &

OA Adebo - Scientific Reports, 2023 - repository.lincoln.ac.uk
Artificial neural networks (ANNs) have in recent times found increasing application in
predictive modelling of various food processing operations including fermentation, as they …

Functional Characteristics of Lactic Acid Bacteria Isolated From Jeju Island Traditional Fermented Food

MG Kang, DM Jo, DK Oh, YJ Song… - Korean Journal of …, 2021 - koreascience.kr
Jeju island is the largest island of South Korea, and has a relatively warm climate due to its
geographical characteristics. These features have fostered development of various …

제주지역전통발효식품에서분리한유산균의기능적특성

강민균, 조두민, 오도경, 송예준, 김영목, 박슬기 - 한국수산과학회지, 2021 - dbpia.co.kr
Jeju island is the largest island of South Korea, and has a relatively warm climate due to its
geographical characteristics. These features have fostered development of various …