Reproducible computational research (RCR) is the keystone of the scientific method for in
silico analyses, packaging the transformation of raw data to published results. In addition to …

Citations are the cornerstone of knowledge propagation and the primary means of
assessing the quality of research, as well as directing investments in science. Science is …

Despite improved digital access to scholarly knowledge in recent decades, scholarly
communication remains exclusively document-based. In this form, scholarly knowledge is …

The document-centric workflows in science have reached (or already exceeded) the limits of
adequacy. This is emphasized by recent discussions on the increasing proliferation of …

Scientific discoveries are often driven by finding analogies in distant domains, but the
growing number of papers makes it difficult to find relevant ideas in a single discipline, let …

Background The automation of data analysis in the form of scientific workflows has become
a widely adopted practice in many fields of research. Computationally driven data-intensive …

Preprints are gaining visibility in many fields. Thanks to the exponential growth in
submissions to bioRxiv, an online server for preprints in biology, versions of manuscripts …

The cost of drug development continues to rise and may be prohibitive in cases of unmet
clinical need, particularly for rare diseases. Artificial intelligence-based methods are …

An estimated quarter of a trillion US dollars is invested in the biomedical research enterprise
annually. There is growing alarm that a significant portion of this investment is wasted …

Implementation plans for the National Institutes of Health policy for data management and
sharing, which takes effect in 2023, provide an opportunity to reflect on the stakeholders …