Comprehensive Validation of Novel Deep Learning Architectures to Forecast Geomagnetic Substorms
Abstract Magnetic substorms are disturbances in the terrestrial magnetosphere that can have significant space weather impacts, although forecasting their onset accurately remains an open problem. In this study, we develop multiple novel machine learning architectures based on convolutional neural networks, long short‐term memory networks, extreme ...
A. Essop, N. Mbatha, J. A. E. Stephenson
wiley +1 more source
Immune landscape characterization of neurofibromas with atypical features in Neurofibromatosis1 reveals PD-1 and the Tim-3/Galectin-9 pathway as potential therapeutic targets. [PDF]
Brunet A +14 more
europepmc +1 more source
Computational methods for automated center determination in electron diffraction patterns
This study evaluates and compares automated methods for center detection in 2D diffractograms. The methods have been implemented in EDIFF, an open‐source user‐friendly Python package for the processing of electron diffraction patterns.Accurate center detection in electron diffraction patterns is critical for all subsequent processing of experimental ...
Pavlina Sikorova +3 more
wiley +1 more source
Accelerating Medicines Partnership® Parkinson's Disease Proteomics: A Comprehensive Resource for Advancing Parkinson's Disease Research. [PDF]
Dardov VJ +21 more
europepmc +1 more source
pylifemap: Mapping data onto the tree of life
Abstract The need to visualize data associated with NCBI Taxonomy Identifiers is growing in various biological fields ranging from comparative genomics to metagenomics and metabarcoding, and even for outreach. No tool today allows visualization of such data while still keeping the full vision of the whole taxonomy, possibly causing a biased view of the
Julien Barnier +5 more
wiley +1 more source
Selector: A General Python Library for Diverse Subset Selection. [PDF]
Meng F +10 more
europepmc +1 more source
Simmering in the Corridors: An Ethnographic Novella
ABSTRACT The ethnographic novella “Simmering in the Corridors” blends fiction and ethnography to reflect on academic life within a Department of Social and Cultural Anthropology. It addresses institutional racism, colonial legacies, and power dynamics in academia.
Mara Belacchi Livi +9 more
wiley +1 more source
PyOrthoANI, PyFastANI, and Pyskani: a suite of Python libraries for computation of average nucleotide identity. [PDF]
Larralde M, Zeller G, Carroll LM.
europepmc +1 more source
Towards Key Principles of Host‐Associated Microbiome Assembly
Symbiotic relationships between microbes and hosts frequently involve the assembly of complex microbial communities (i.e., the microbiome). Microbiome composition and function influence host life‐history traits, ecological trajectories of partners, and are often critical for host health.
Gui Araujo +4 more
wiley +1 more source
Web-based collaborative model development in interdisciplinary consortia: Design principles and practical guidance. [PDF]
van Aalst M +5 more
europepmc +1 more source

