473 citations · 2.8k across the 34 of their papers we have counts for
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Physically Intuitive Anisotropic Model of Hardness
Faridun N. Jalolov, Alexander G. Kvashnin
The hardness of materials plays an important role in material design. There are numerous experimental methods to measure the hardness of materials, but theoretical prediction of ha…
Mechanical properties of single and polycrystalline solids from machine learning
Faridun N. Jalolov, Evgeny V. Podryabinkin, Artem R. Oganov +2
Calculations of elastic and mechanical characteristics of non-crystalline solids are challenging due to high computation cost of methods and low accuracy of empirical…
Generating and grading 34 Optimized Norm-Conserving Vanderbilt Pseudopotentials for Actinides and Super Heavy Elements in the PseudoDojo
Christian Tantardini, Miroslav Iliaš, Matteo Giantomassi +3
In the last decades, material discovery has been a very active research field driven by the need to find new materials for many different applications. This has also included mater…
Material Hardness Descriptor Derived by Symbolic Regression
Christian Tantardini, Hayk A. Zakaryan, Zhong-Kang Han +4
Hardness is a materials' property with implications in several industrial fields, including oil and gas, manufacturing, and others. However, the relationship between this macroscal…
Machine-learning Driven Synthesis of TiZrNbHfTaC5 High-Entropy Carbide
Alexander Ya. Pak, Vadim Sotskov, Arina A. Gumovskaya +6
Synthesis of high-entropy carbides (HEC) requires high temperatures that can be provided by electric arc plasma method. However, the formation temperature of a single-phase sample…
Sr-Doped Molecular Hydrogen: Synthesis and Properties of SrH
Dmitrii V. Semenok, Wuhao Chen, Xiaoli Huang +9
Recently, several research groups announced reaching the point of metallization of hydrogen above 400 GPa. Following the mainstream of extensive investigations of compressed polyhy…