Automatic Determination of Quasicrystalline Patterns from Microscopy Images
This work introduces a user‐friendly machine learning tool to automatically extract and visualize quasicrystalline tiling patterns from atomically resolved microscopy images. It uses feature clustering, nearest‐neighbor analysis, and support vector machines. The method is broadly applicable to various quasicrystalline systems and is released as part of
Tano Kim Kender +2 more
wiley +1 more source
Developmental stage modulates the prognostic impact of RAS pathway mutations in AML patients undergoing Allo-HSCT. [PDF]
Yuan X +19 more
europepmc +1 more source
9. Unusual Primitive Meteorites: Chondritic Inclusions from Group IAB Iron Meteorites [PDF]
R. W. Bild
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A Comprehensive Assessment and Benchmark Study of Large Atomistic Foundation Models for Phonons
We benchmark six large atomistic foundation models on 2429 crystalline materials for phonon transport properties. The rapid development of universal machine learning potentials (uMLPs) has enabled efficient, accurate predictions of diverse material properties across broad chemical spaces.
Md Zaibul Anam +5 more
wiley +1 more source
Hematopoietic Stem Cell Hierarchies as Novel Biomarkers of Drug Response in Myelodysplastic Syndromes and Acute Myeloid Leukemia. [PDF]
Ezponda T +3 more
europepmc +1 more source
Review of Memristors for In‐Memory Computing and Spiking Neural Networks
Memristors uniquely enable energy‐efficient, brain‐inspired computing by acting as both memory and synaptic elements. This review highlights their physical mechanisms, integration in crossbar arrays, and role in spiking neural networks. Key challenges, including variability, relaxation, and stochastic switching, are discussed, alongside emerging ...
Mostafa Shooshtari +2 more
wiley +1 more source
Live imaging and functional characterization of the avian hypoblast redefine the mechanisms of primitive streak induction. [PDF]
Villedieu A +5 more
europepmc +1 more source
Identity and Wilderness. Ethnography and the History of an Imaginary Primitive Group
Roger Bartra
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