Publications

A Global Geometric Framework for Nonlinear Dimensionality Reduction

Scientists working with large volumes of high-dimensional data, such as global climate patterns, stellar spectra, or human gene distributions, regularly confront the problem of ...

Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017

Global burden of bacterial antimicrobial resistance in 2019: a systematic analysis

RNA-Seq: a revolutionary tool for transcriptomics

SWISS-MODEL: homology modelling of protein structures and complexes

Homology modelling has matured into an important technique in structural biology, significantly contributing to narrowing the gap between known protein sequences and experimenta...

<i>Planck</i> 2018 results

We present cosmological parameter results from the final full-mission Planck measurements of the cosmic microwave background (CMB) anisotropies, combining information from the t...

A safe operating space for humanity

Squeeze-and-Excitation Networks

The central building block of convolutional neural networks (CNNs) is the convolution operator, which enables networks to construct informative features by fusing both spatial a...

A Practical Guide to Splines

Planetary boundaries: Guiding human development on a changing planet

Crossing the boundaries in global sustainability The planetary boundary (PB) concept, introduced in 2009, aimed to define the environmental limits within which humanity can safe...

SciPy 1.0: fundamental algorithms for scientific computing in Python.

2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure

peer reviewed