Research Communities from Springer Nature

Nature Computational Science

Nature Computational Science

A multidisciplinary journal that focuses on the development and use of computational techniques and mathematical models, as well as their application to address complex problems across a range of scientific disciplines.

More about the journal

Nature Computational Science

Behind the Paper

Artificial intelligence enables precise integration of spatial transcriptomics data

With the rapid generation of spatial transcriptomics (ST) data, integrative analysis of multiple ST datasets can provide more comprehensive characterizations of spatial tissue structures. We develop a powerful artificial intelligence method for integrating multiple spatial transcriptomics datasets.

Oct 13, 2023

Nature Computational Science

Behind the Paper

An imaging-based approach to measure atmospheric turbulence

The strength information of atmospheric turbulence is hidden in its infrared imaging effects. We have developed a deep learning method to both extract the 2D atmospheric turbulence strength fields and clear and stable images from turbulence-distorted infrared images.

Aug 14, 2023

Nature Computational Science

Behind the Paper

A crystal graph neural network model for defect formation in clean energy materials

Broad materials screening for defect properties requires fast methods that circumvent the need for first-principles supercell calculations of a vast number of possible defect configurations. We construct and train a defect graph neural network to screen oxides for clean energy applications.

Aug 10, 2023

Nature Computational Science

Behind the Paper

Are COVID-19 case or death counts better for tracking the pandemic?

Sep 26, 2022

Adversarial domain translation networks for integrating large-scale atlas-level single-cell datasets

Nature Computational Science

Behind the Paper

Adversarial domain translation networks for integrating large-scale atlas-level single-cell datasets

Jun 24, 2022

Efficiently solving the Schrödinger equation for many molecules at once with deep neural networks

Nature Computational Science

Behind the Paper

Efficiently solving the Schrödinger equation for many molecules at once with deep neural networks

Rafael Reisenhofer

Jun 06, 2022

How to model galvanostatic charge-discharge processes of supercapacitors under constant potential

Nature Computational Science

How to model galvanostatic charge-discharge processes of supercapacitors under constant potential

+1

Guang Feng and 1 other

Nov 25, 2021

A computational framework for fast inverse design of microstructures

Nature Computational Science

Behind the Paper

A computational framework for fast inverse design of microstructures

+2

Xian Yeow Lee and 2 others

Mar 26, 2021

Borrowing from birds, optimal model design of high-entropy alloys in seconds

Nature Computational Science

Behind the Paper

Borrowing from birds, optimal model design of high-entropy alloys in seconds

Duane D Johnson

Jan 14, 2021

Best of both worlds: Large, cheap data sets enhance machine learning of high-value properties of ordered and disordered materials

Nature Computational Science

Behind the Paper

Best of both worlds: Large, cheap data sets enhance machine learning of high-value properties of ordered and disordered materials

+1

Chi Chen and 1 other

Jan 14, 2021

The world’s largest inventory of known (and accepted) plant species (names)

Communications Biology

Nature Communications

Nature Computational Science

Behind the Paper

The world’s largest inventory of known (and accepted) plant species (names)

Nov 26, 2020

A dedicated home for computational science

Nature Computational Science

From the Editors

A dedicated home for computational science

Fernando Chirigati

Sep 10, 2020

A dedicated home for computational science

Nature Computational Science

From the Editors

A dedicated home for computational science

Fernando Chirigati

Sep 02, 2020

A dedicated home for computational science

Nature Computational Science

From the Editors

A dedicated home for computational science

Fernando Chirigati

Aug 28, 2020

A dedicated home for computational science

Nature Computational Science

From the Editors

A dedicated home for computational science

Fernando Chirigati

Aug 28, 2020

A dedicated home for computational science

Nature Computational Science

From the Editors

A dedicated home for computational science

Fernando Chirigati

Aug 28, 2020