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Large Language Model in Materials Science: Roles, Challenges, and Strategic Outlook

Advanced Intelligent Discovery, EarlyView.
Large language models (LLMs) are reshaping materials science. Acting as Oracle, Surrogate, Quant, and Arbiter, they now extract knowledge, predict properties, gauge risk, and steer decisions within a traceable loop. Overcoming data heterogeneity, hallucinations, and poor interpretability demands domain‐adapted models, cross‐modal data standards, and ...
Jinglan Zhang, Xinyi Chen, Xu Ye, Yulin Yang, Bin Ai   +4 more
wiley   +1 more source

Occupational exposure to toxic particles and risk of pulmonary sarcoidosis: a systematic review and meta-analysis. [PDF]

BMJ Open Respir Res
Kotti N, Kchaou A, Feki W, Daoud A, Dhouib F, Rmadi N, Feki W, Snoussi M, Kammoun R, Omrane F, Charfi S, Moussa N, Sahnoun R, Hajjaji M, Hammami KJ.   +14 more
europepmc   +1 more source

A Review of the Most Frequent Compounds, Metals, and Compound and Metal Mixtures Found at U.S. Superfund Sites and Their Carcinogenic Potential. [PDF]

Chem Res Toxicol
Dunnick JK, Schmitt CP, Dixon D.
europepmc   +1 more source

Association of exposure to PM_2.5-bound metals with premature rupture of membranes: a prospective cohort study. [PDF]

Front Public Health
Liang M, Qiu L, Lin B, Chen Z, Jiang X, Xie M, Xie X, Chen H, He X, Huang X, Lu L, Zhang L, Qiu H, Chen Y, Wu J, Xie X.   +15 more
europepmc   +1 more source

Combination of Ambient and High-Temperature Beryllium Nitride Motifs in W₂Be₄N₅ and W₄Be₈N₉. [PDF]

Angew Chem Int Ed Engl
Krach G, Werhahn D, Witthaut K, Johrendt D, Schnick W.   +4 more
europepmc   +1 more source

Stabilization and Solidification of Beryllium Waste: Influence of the Cement Composition on the Corrosion of Be Metal. [PDF]

Materials (Basel)
Laflotte R, Cau Dit Coumes C, Haas J, Rodrigues D, Cannes C, Delpech S, Rivenet M.   +6 more
europepmc   +1 more source

Coherence evaluation and first demonstration of multi-contrast X-ray computed tomography on NanoTerasu BL09W with an X-ray Talbot interferometer. [PDF]

J Synchrotron Radiat
Ueda R, Liang X, Kamezawa C, Sumiishi H, Bishago Y, Nishio T, Yoshida J, Daimon M, Hiramoto S, Voegeli W, Shirasawa T, Vagovič P, Yamane H, Nakamura T, Yashiro W.   +14 more
europepmc   +1 more source

Beryllium

, 2019
openaire   +1 more source

Inducing Nucleophilic Reactivity at Beryllium with an Aluminyl Ligand

Journal of the American Chemical Society, 2023
The reactions of anionic aluminium or gallium nucleophiles {K[E(NON)]}2 (E = Al, 1; Ga, 2; NON = 4,5-bis(2,6-diisopropylanilido)-2,7-ditert-butyl-9,9-dimethylxanthene) with beryllocene (BeCp2) led to the displacement of one cyclopentadienyl ligand at ...
Josef T Boronski, Lewis R Thomas-Hargreaves, M sc Mathias A Ellwanger   +2 more
exaly   +2 more sources

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Beryllium and Copper‐Beryllium Alloys

ChemBioEng Reviews, 2017
AbstractThe light metal beryllium is a comparatively rare element, which nowadays is primarily derived from bertrandite. It is mainly used as pure metal or in the form of copper‐beryllium alloys, e.g., in automotive industry, aerospace, and electrical components. The wide range of applications is mainly attributed to the extremely high rigidity/density
N. Nagel
openaire   +2 more sources