Bridging Nature and Technology: A Perspective on Role of Machine Learning in Bioinspired Ceramics
Machine learning (ML) is revolutionizing the development of bioinspired ceramics. This article investigates how ML can be used to design new ceramic materials with exceptional performance, inspired by the structures found in nature. The research highlights how ML can predict material properties, optimize designs, and create advanced models to unlock a ...
Hamidreza Yazdani Sarvestani+2 more
wiley +1 more source
Scott: Erwin Schrödinger/Waerden: Erwachende Wissenschaft/Gossick: Hamilton's Principle and Physical Systems/Destouches: Qu'est‐ce que la physique mathématique?/Donovan: The Internat. Encyclopedia of Physical Chemistry and Chemical Physics/Pohl: Elektrizitätslehre/Cremer: Körperschall/Christian: The Theory of Transformations in Metals and Alloys/Davies: The Theory of the Electric and Magnetic Properties of Molecules/Theissing: Spectroscopic Calculations for a Multielectron Ion/Ingram: … [PDF]
F. Hund+12 more
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ErB4 and NdB4 nanostructured powders are produced by mechanochemical synthesis. 5 h mechanical alloying and 4 M HCl acid leaching are used in the production. ErB4 and NdB4 powders exhibit maximum magnetization of 0.4726 emu g−1 accompanied with an antiferromagnetic‐to‐paramagnetic phase transition at about TN = 18 K and 0.132 emu g−1 with a maximum at ...
Burçak Boztemur+5 more
wiley +1 more source
Computation of host-guest binding free energies with a new quantum mechanics based mining minima algorithm. [PDF]
Xu P+7 more
europepmc +1 more source
Announcement: Election of Officers of the Division of Chemical Physics of the APS [PDF]
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Temporal power modulation increases weld depth in high‐power laser beam welding of dissimilar round bars by nearly 20% compared to same average continuously welded welding power. The mechanism of action also applies to sheet welding and depends on the inertia of keyhole depth for the modulated laser beam power.
Jan Grajczak+7 more
wiley +1 more source
Announcement: The result of the election of new officers, Division of Chemical Physics, APS [PDF]
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Incorporating nanosized silver into titanium for antimicrobial materials exploits the metastable miscibility gap between silver and titanium. Silver nanoparticles are synthesized via pulsed laser ablation in liquid. Silver addition refines the microstructure, increases hardness by 30%, and reduces Staphylococcus capitis microbial adhesion by 70%, with ...
Hamed Shokri+4 more
wiley +1 more source
Chemical physics of solids and their surfaces. Vol. 7edited by M. W. Roberts and J. M. Thomas [PDF]
Vincenzo Massarotti
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A hybrid system for de‐icing made of gradient polymer coatings, deposited on aluminum coupled with an electromechanical system, is demonstrated as an effective and durable strategy for reducing drastically ice adhesion. The system is capable of detaching ice blocks over the coating in less than 1 s, regardless of the ice type and covered area ...
Gabriel Hernández Rodríguez+8 more
wiley +1 more source