The advent of large-scale datasets that trace the workings of science has encouraged
researchers from many different disciplinary backgrounds to turn scientific methods into …

Theories of scientific and technological change view discovery and invention as
endogenous processes,, wherein previous accumulated knowledge enables future progress …

The quest for generating novel chemistry knowledge is critical in scientific advancement,
and machine learning (ML) has emerged as an asset in this pursuit. Through interpolation …

The science of science has attracted growing research interests, partly due to the increasing
availability of large-scale datasets capturing the innerworkings of science. These datasets …

The tremendous diversity of life in the ocean has proven to be a rich source of inspiration for
drug discovery, with success rates for marine natural products up to 4 times higher than …

In the relentless pursuit of scientific advancement, comprehending the profound impact and
innovation nature inherent in funded research projects assumes paramount significance. To …

Advances in medical technology do not follow a smooth process and are highly variable.
Implementation can occasionally be rapid, but often faces varying degrees of resistance …

Despite the critical role of creativity in advancing science and technology, our understanding
of the funding schemes that drive creativity remains remarkably limited. Concerns have …

Abstract Research Summary The paradox of rejecting novel ideas while being motivated to
select them exists in many realms. Deviating from prior research that investigated several …

In exploring the intersection of scholarly research with technological advancement and
societal impact, our analysis delves into nearly 40 million research papers spanning from …