Results 261 to 270 of about 40,499 (317)

Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery

open access: yesMaterials Genome Engineering Advances, EarlyView.
ElementBERT extracts semantic embeddings of chemical elements from 1.29 million alloy‐related abstracts, providing robust descriptors that improve prediction accuracy by up to 23% across titanium, high‐entropy, and shape memory alloys, with demonstrated generalization on alloy compositions reported in 2025.
Yunze Jia   +7 more
wiley   +1 more source

Localized statistics decoding for quantum low-density parity-check codes. [PDF]

open access: yesNat Commun
Hillmann T   +5 more
europepmc   +1 more source

A Synergistic Strategy for Data‐Constrained Deep Learning in Materials Science

open access: yesMaterials Genome Engineering Advances, EarlyView.
This work develops a three‐stage machine learning framework for materials property prediction, integrating data preparation, graph‐based model training, and final property inference. By synergistically integrating attention pooling, multi‐task learning, auxiliary tasks, and classification‐corrected regression, this hybrid framework provide a ...
Chun Ting Shao   +6 more
wiley   +1 more source

Precision bounds for characterising quantum measurements. [PDF]

open access: yesNat Commun
Das A   +8 more
europepmc   +1 more source

Efficient Stepwise Screening of Inorganic Crystal Structure Databases for Novel Potassium‐Ion Conducting Chalcogenides

open access: yesMaterials Genome Engineering Advances, EarlyView.
A high‐throughput screening of the ICSD, combining of crystal‐chemical, Monte Carlo, and quantum‐chemical methods, was performed to identify novel potassium‐conducting chalcogenides. From 853 objects, the search was narrowed down to nine promising conductors exhibiting low cationic migration barriers (<1 eV) and high room‐temperatured ionic ...
Yawen Li   +9 more
wiley   +1 more source

Update on Ouratea cidiana Sastre (Ochnaceae), a microendemic species from the Amazon: enlightening the identity and conservation status

open access: yesNordic Journal of Botany, EarlyView.
Ouratea cidiana (Ochnaceae) is a microendemic shrub species from the Brazilian Amazonia, occurring along the banks of the Trombetas River and restricted to the Cachoeira Porteira region, in western Pará State. Since the original collection nearly forty years ago, no additional records have been made, which is concerning given the continuous decline in ...
Clebiana de Sá Nunes   +4 more
wiley   +1 more source

Optimization by decoded quantum interferometry. [PDF]

open access: yesNature
Jordan SP   +8 more
europepmc   +1 more source

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