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Dynamic lattice distortions driven by surface trapping in semiconductor nanocrystals
Investigation of the excitation energy dependence shows that hot carriers created by a photon energy considerably larger than the bandgap induce structural distortions at nanocrystal surfaces on few picosecond timescales associated with the localization of trapped holes.
Mesoscale and Nanoscale Physics
Dynamic Control of Explore/Exploit Trade-Off In Bayesian Optimization
Bayesian optimization offers the possibility of optimizing black-box operations not accessible through traditional techniques.
Space-Filling Curves as a Novel Crystal Structure Representation for Machine Learning Models
While the structure representations based on atom connectivities are prevalent for molecules, two-dimensional descriptors are not suitable for describing molecular crystals.
