Awaiting Allocation: Recent submissions
Now showing items 81-100 of 247
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Correction to: Atypical pathogens in hospitalized patients with community-acquired pneumonia: a worldwide perspective.
(2020-10-13)An amendment to this paper has been published and can be accessed via the original article. -
Polygenic Risk and the Course of Attention-Deficit/Hyperactivity Disorder From Childhood to Young Adulthood: Findings From a Nationally Representative Cohort
(Elsevier, 2021-01-10)Objective To understand whether genetic risk for attention-deficit/hyperactivity disorder (ADHD) is associated with the course of the disorder across childhood and into young adulthood. Method Participants were from ... -
Hagfish genome elucidates vertebrate whole-genome duplication events and their evolutionary consequences.
(2024-03)Polyploidy or whole-genome duplication (WGD) is a major event that drastically reshapes genome architecture and is often assumed to be causally associated with organismal innovations and radiations. The 2R hypothesis ... -
Oncogenic c-Myc induces replication stress by increasing cohesins chromatin occupancy in a CTCF-dependent manner.
(2024-02-21)Oncogene-induced replication stress is a crucial driver of genomic instability and one of the key events contributing to the onset and evolution of cancer. Despite its critical role in cancer, the mechanisms that generate ... -
Transcriptomic responses to location learning by honeybee dancers are partly mirrored in the brains of dance-followers.
(The Royal Society, 2023-12-20)The waggle dances of honeybees are a strikingly complex form of animal communication that underlie the collective foraging behaviour of colonies. The mechanisms by which bees assess the locations of forage sites that they ... -
Machine learning Sasakian and G<inf>2</inf> topology on contact Calabi-Yau 7-manifolds
(2024-03-01)We propose a machine learning approach to study topological quantities related to the Sasakian and G2-geometries of contact Calabi-Yau 7-manifolds. Specifically, we compute datasets for certain Sasakian Hodge numbers and ... -
Cluster algebras: Network science and machine learning
(Elsevier, 2023-12) -
Polytopes and machine learning
(World Scientific Publishing, 2023-12) -
Quiver mutations, Seiberg duality, and machine learning
(2020-10-15)We initiate the study of applications of machine learning to Seiberg duality, focusing on the case of quiver gauge theories, a problem also of interest in mathematics in the context of cluster algebras. Within the general ... -
Dessins d’enfants, Seiberg-Witten curves and conformal blocks
(2021-05-01)We show how to map Grothendieck’s dessins d’enfants to algebraic curves as Seiberg-Witten curves, then use the mirror map and the AGT map to obtain the corresponding 4d N = 2 supersymmetric instanton partition functions ... -
Neurons on amoebae
(2023-05-01)We apply methods of machine-learning, such as neural networks, manifold learning and image processing, in order to study 2-dimensional amoebae in algebraic geometry and string theory. With the help of embedding manifold ... -
Some Open Questions in Quiver Gauge Theory
(2022-04-01)Quivers, gauge theories and singular geometries are of great interest in both mathematics and physics. In this note, we collect a few open questions which have arisen in various recent works at the intersection between ... -
Hilbert series, machine learning, and applications to physics
(2022-04-10)We describe how simple machine learning methods successfully predict geometric properties from Hilbert series (HS). Regressors predict embedding weights in projective space to ∼1 mean absolute error, whilst classifiers ... -
Brain webs for brane webs
(2022-10-10)We propose a new technique for classifying 5d Superconformal Field Theories arising from brane webs in Type IIB String Theory, using technology from Machine Learning to identify different webs giving rise to the same theory. ... -
Stepwise-edited, human melanoma models reveal mutations' effect on tumor and microenvironment.
(2022-04-29)Establishing causal relationships between genetic alterations of human cancers and specific phenotypes of malignancy remains a challenge. We sequentially introduced mutations into healthy human melanocytes in up to five ... -
Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics.
(2021-03)Angiotensin-converting enzyme 2 (ACE2) and accessory proteases (TMPRSS2 and CTSL) are needed for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) cellular entry, and their expression may shed light on viral ... -
Skin-resident innate lymphoid cells converge on a pathogenic effector state.
(2021-04)Tissue-resident innate lymphoid cells (ILCs) help sustain barrier function and respond to local signals. ILCs are traditionally classified as ILC1, ILC2 or ILC3 on the basis of their expression of specific transcription ... -
Cell-type specialization is encoded by specific chromatin topologies.
(2021-11)The three-dimensional (3D) structure of chromatin is intrinsically associated with gene regulation and cell function1-3. Methods based on chromatin conformation capture have mapped chromatin structures in neuronal systems ...