What is this collection about?

This Collection highlights generative models as a burgeoning class of computational tools with growing synergy in engineering biology. It spans research across protein engineering, metabolic engineering, biosensing, and synthetic biology, demonstrating how such models enable novel discoveries and impactful applications.

Specific topics of interest include:

• Metabolic engineering
• Protein engineering
• Synthetic biology
• Systems biology
• Biosensor systems

Why is this collection important?

This Collection supports and amplifies research related to Sustainable Development Goal 9 (Industry, Innovation and Infrastructure) and SDG 12 (Responsible Consumption and Production). By showcasing generative model applications, it advances capabilities in creating complex biological systems with precision and sustainability.

Why submit to a collection?

Collections like this one help promote high-quality science. They are led by In-House Editors who are experts in their fields and supported by a dedicated team of Commissioning Editors and Managing Editors at Springer Nature. Collection manuscripts typically see higher citations, downloads, and Altmetric scores, and provide a one-stop-shop on a cutting-edge topic of interest.

Who is involved?

Nature Communications is edited by in-house professional editors.

Communications Biology is edited by both in-house professional editors and Editorial Board Members.

Communications Chemistry is edited by both in-house professional editors and Editorial Board Members.

npj Systems Biology and Applications is edited by a team of external academic editors.

npj Biosensing is edited by a team of external academic editors.

Our editors work closely together to ensure the quality of our published papers and consistency in author experience.

How can I submit my paper?

Visit the Collection page to find out more and submit your manuscript