The fly Drosophila melanogaster is one of the most intensively studied organisms in biology
and serves as a model system for the investigation of many developmental and cellular�…

Deep learning has revolutionized many machine learning tasks in recent years, ranging
from image classification and video processing to speech recognition and natural language�…

Abstract The standard Λ Cold Dark Matter (ΛCDM) cosmological model provides a good
description of a wide range of astrophysical and cosmological data. However, there are a�…

Background An ongoing outbreak of pneumonia associated with the severe acute
respiratory coronavirus 2 (SARS-CoV-2) started in December, 2019, in Wuhan, China�…

Abstract Nitrous oxide (N 2 O), like carbon dioxide, is a long-lived greenhouse gas that
accumulates in the atmosphere. Over the past 150 years, increasing atmospheric N 2 O�…

Human knowledge provides a formal understanding of the world. Knowledge graphs that
represent structural relations between entities have become an increasingly popular�…

A major assumption in many machine learning and data mining algorithms is that the
training and future data must be in the same feature space and have the same distribution�…

The parent compounds of the copper oxide high-transition-temperature (high-T c)
superconductors are unusual insulators (so-called Mott insulators). Superconductivity arises�…

Domain adaptation allows knowledge from a source domain to be transferred to a different
but related target domain. Intuitively, discovering a good feature representation across�…

The simplest ΛCDM model provides a good fit to a large span of cosmological data but
harbors large areas of phenomenology and ignorance. With the improvement of the number�…