Metabolic engineering aims to improve the production of economically valuable molecules
through the genetic manipulation of microbial metabolism. While the discipline is a little over …

Concerns over climate change have necessitated a rethinking of our transportation
infrastructure. One possible alternative to carbon-polluting fossil fuels is biofuels produced …

Through advanced mechanistic modeling and the generation of large high-quality datasets,
machine learning is becoming an integral part of understanding and engineering living …

Abstract Machine learning provides researchers a unique opportunity to make metabolic
engineering more predictable. In this review, we offer an introduction to this discipline in …

Metabolic engineering is the science of rewiring the metabolism of cells to enhance
production of native metabolites or to endow cells with the ability to produce new products …

The issues of global warming, coupled with fossil fuel depletion, have undoubtedly led to
renewed interest in other sources of commercial fuels. The search for renewable fuels has …

The demand for sustainable and environmentally friendly sources of foods and cosmetics is
increasing owing to concerns about the rapid growth of the global population and climate …

Scientists are grabbing huge attention as well as consciousness on non–renewable energy
sources for the global energy crises because of gradual increase in oil price, fast depletion …

The field of machine learning is comprised of techniques, which have proven powerful
approaches to knowledge discovery and construction of 'digital twins' in the highly …

Fossil fuel continued overuse and carbon emissions issues have prompted increased
research efforts on sustainable and renewable energy sources as alternative to fossil fuels …