By utilizing their powerful metabolic versatility, filamentous fungi can be utilized in
bioprocesses aimed at achieving circular economy. With the current digital transformation …

With the development of artificial intelligence (AI), tailoring methods for enzyme engineering
have been widely expanded. Additional protocols based on optimized network models have …

Biocatalysis is currently a workhorse used to produce a wide array of compounds, from bulk
to fine chemicals, in a green and sustainable manner. The success of biocatalysis is largely …

In this study, acetic acid bacteria (AAB) are isolated from fruit waste and cow dung on the
basis of acetic acid production potential. The AAB were identified based on halo-zones …

This paper presents an inverse design methodology that utilizes artificial intelligence (AI)-
driven experiments to optimize the chemoenzymatic epoxidation of soyabean oil using …

This study introduces a novel method to enhance lipase production by integrating machine
learning (ML) models and optimization algorithms. Six ML models, including support vector …

This study proposes novel hybrid methodology that combines machine learning (ML)
techniques with experimental strategies to analyse microbial growth-kinetics of acetic acid …

Traditional predictions of microalgal growth states rely on empirical or easily implementable
kinetic models, leading to significant biases and elevated cost. This study proposes a kinetic …

Potent lipase-producing and halotolerant Bacillus altitudinis Ant19 strain was screened and
isolated from Antarctic soil. The isolate showed broad-range lipase activity against different …

In biotechnological applications, lipases are recognized as the most widely utilized and
versatile enzymes, pivotal in biocatalytic processes, predominantly produced by various …