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3,933 papers
Derjaguin-corrected Kelvin equation for finite open slits
Alexandr Malijevský
We formulate a Derjaguin-corrected Kelvin equation for phase transitions in finite open slits. In such pores, capillary condensation is modified by the finite wall length because t…
Artificial Neural Networks as Surrogate Models in Black Box Optimization
Md Khadimul Islam Zim, Martin Holeňa
Black-Box Optimization (BBO) is often applied in several engineering fields and can utilize an advancement of numerical measure- ments and simulation technologies. It deals with th…
THz-induced phonomagnetism in diamagnetic quantum paraelectric KTaO
C. Kadlec, F. Kadlec, D. Repček +13
The current efforts striving to develop new ways of data manipulation are aimed at ultrafast control of magnetization in magnetic materials, as well as at inducing magnetic moments…
Quo Vadis? Scientific Discovery in the Age of Artificial Intelligence
Petr O. Jedlicka
This paper examines the growing role of AI in scientific discovery. It first surveys the rapid rise of AI capabilities, especially in reasoning, abstraction, planning, and long-hor…
The study of gamma-radiation induced displacement damage in -in- silicon diodes
M. Mikestikova, P. Federicova, P. Gallus +11
The bulk damage of -type silicon sensors caused by gamma irradiation with high total ionizing doses has been investigated. The study was carried out on different types of -…
k-Means Clustering in Fingerprint-Based Configuration Selection for Fitting Interatomic Potentials
Miroslav Lebeda, Jan Drahokoupil, Ludvík Löbel +1
In this study, we present a method for selecting an arbitrary number of distinct configurations from a larger data set by applying k-means clustering to atomistic configuration fin…