The microscopic structures and properties of materials are intimately linked, and customizing them is a challenge. Rice University engineers are determined to simplify the process through machine learning.
Materials Science
Apr 30, 2021
0
142
The fabrication of shape-memory hydrogel scaffolds not only requires biocompatibility, micrometer resolution, high mechanical strength, but also requires a low polymerisation threshold in high-water content environment to ...
Optics & Photonics
Jan 21, 2021
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12
Topological materials are characterized by unique electronic and physical properties that are determined by the underlying topology of their electronic systems. Scientists from the Max Planck Institutes for Microstructure ...
General Physics
Jan 11, 2021
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67
NIMS and Tohoku Gakuin University have developed a boron-doped anisotropic Sm(Fe0.8Co0.2)12 thin film containing only small amount of rare earth elements. The compound exhibited 1.2 tesla coercivity, sufficient for use in ...
Materials Science
Aug 26, 2020
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5
Superman can squeeze a lump of coal and turn it into a sparkling diamond—in comic books, anyway. There is some scientific validity to this fictional feat. Coal and diamonds are both composed of carbon. The two materials ...
Materials Science
Jul 02, 2020
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36
Dr. Philipp Kürnsteiner, Prof. Eric Jägle and their team at the Max-Planck-Institut für Eisenforschung (MPIE) designed, together with colleagues from the Fraunhofer Institute for Laser Technology, a new strong and ductile ...
Materials Science
Jun 25, 2020
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22
Materials scientists in Japan are developing a technique that recognizes and labels detailed microscopic structures inside welded steel, much like some applications tag friends in your photos. The approach could help accelerate ...
Materials Science
Jan 23, 2020
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13
Japanese researchers were able to rapidly and accurately predict the microstructure of Nickel-Aluminum (Ni-Al) alloys that are commonly used in the design of jet engine turbine parts. Predictions of the microstructure of ...
Materials Science
Aug 01, 2019
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396
Achieving a good signal-to-background ratio in neutron scattering experiments is a crucial factor in instrument and sample environment design. However, in current Monte Carlo simulation software, not all neutron interactions ...
Software
Jun 26, 2019
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1
Infrared (IR) microspectroscopy at the Australian Synchrotron provided insights into the molecular orientation inside the microstructure of a particular form of paracetamol (form II), which contributed to better water solubility ...
Analytical Chemistry
Jun 26, 2019
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0
Microstructure is defined as the structure of a prepared surface or thin foil of material as revealed by a microscope above 25× magnification. The microstructure of a material (which can be broadly classified into metallic, polymeric, ceramic and composite) can strongly influence physical properties such as strength, toughness, ductility, hardness, corrosion resistance, high/low temperature behavior, wear resistance, and so on, which in turn govern the application of these materials in industrial practice.
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