Editorials

Even though Nature Computational Science is a computational-focused journal, some studies submitted to our journal might require experimental validation in order to verify the reported results and to demonstrate the usefulness of the proposed methods.

We highlight two primary research papers, published in this issue of Nature Computational Science, on computational methods for moiré magnets.

Materials design has largely expanded to multiple compositions, which requires the mixing of an increasing number of elements. In this joint Focus issue with Nature Materials, we take a closer look at the role of computational methods for guiding exploration within such vast chemical spaces.

We discuss the challenging task of forecasting the occurrence and magnitude of earthquakes.

Find out more about some of the image submissions from 2022 that almost made it as Nature Computational Science covers.

Recent changes to our submission system, including a better integration with the Code Ocean platform, make the code peer review process more effortless for authors and referees.

We discuss the research recognized by the most recent Nobel Prize in Physics, which has had important implications for quantum technologies.

How to write an effective cover letter.

The contributions of the computational science community to Nobel Prizes in chemistry and physics take center stage in this month’s Focus issue.

On the 70th anniversary of Alan Turing’s seminal paper on morphogenesis, we look back at the history of the paper and its many applications.

We highlight how this year’s awardees from some of the most important prizes in mathematics have had an impact in the computational science community.

Data science studies have provided evidence that regulating gun ownership can save lives. However, US lawmakers still fail to follow the science.

What does it entail to perform a code review for Nature Computational Science?

The 2021 A. M. Turing Award celebrates Jack Dongarra’s contributions in high-performance computing, which have had a significant impact in computational science.

We provide some guidelines on how to write a constructive review for Nature Computational Science.

We highlight some of our favorite cover suggestions, submitted by authors last year, that were not ultimately selected for the journal.

On our one-year anniversary at Nature Computational Science, we discuss some of the research that we published over the course of the last year.

A special prize for outstanding research in high-performance computing (HPC) applied to COVID-19-related challenges sheds light on the computational science community’s efforts to fight the ongoing global crisis.

How has computational science been recognized throughout Nobel history?

We provide some recommendations on how to report machine learning-based research in order to improve transparency and reproducibility.