Research paperExperimental CharacterizationComputational MDTheoreticalElectron Ptychography Reveals Correlated Lattice Vibrations at Atomic ResolutionAnton Gladyshev, Benedikt Haas, Thomas C. Pekin, Tara M. Boland et al.arXiv·2025·10.1038/s41467-026-74135-4·arXiv:2309.12017AbstractIn this paper we introduce an electron ptychography reconstruction framework, CAVIAR – Correlated Atomic Vibration Imaging with sub-Ångstrom Resolution – that reveals an entirely new channel of information: spatial correlations in atomic displacements at the atomic scale. We show reconstructions of a symmetric Σ9 grain boundary in silicon from realistically simulated data and experimental data for hexagonal boron nitride. By reconstructing the object as an ensemble of multiple states we are able to observe correlations between movements of atoms in the range of 10-20 pm at room temperature in agreement with the expectation. Moreover, using only the masses of the atomic species and the temperature as input, we obtain average frequencies of 10.8±0.1, 13.6±0.6, 18.0±0.2, 25.5±1.5 THz for the longitudinal and transversal acoustic and optic phonons, respectively, in agreement with inelastic neutron scattering, albeit from just a few nm3 volume.Read more
Simulated symmetric Σ9 grain boundary in silicon used to generate 4D-STEM datasets for ptychographic reconstruction.1 characterization5 properties1 figureSimulated Supercell DftSiStudied MaterialExpand
Experimental hexagonal boron nitride specimen imaged by 4D-STEM electron ptychography.1 characterization2 figuresh-BNStudied MaterialExpand
Research paperExperimental CharacterizationComputational MDTheoreticalElectron Ptychography Reveals Correlated Lattice Vibrations at Atomic ResolutionAnton Gladyshev, Benedikt Haas, Thomas C. Pekin, Tara M. Boland et al.arXiv·2025·10.1038/s41467-026-74135-4·arXiv:2309.12017AbstractIn this paper we introduce an electron ptychography reconstruction framework, CAVIAR – Correlated Atomic Vibration Imaging with sub-Ångstrom Resolution – that reveals an entirely new channel of information: spatial correlations in atomic displacements at the atomic scale. We show reconstructions of a symmetric Σ9 grain boundary in silicon from realistically simulated data and experimental data for hexagonal boron nitride. By reconstructing the object as an ensemble of multiple states we are able to observe correlations between movements of atoms in the range of 10-20 pm at room temperature in agreement with the expectation. Moreover, using only the masses of the atomic species and the temperature as input, we obtain average frequencies of 10.8±0.1, 13.6±0.6, 18.0±0.2, 25.5±1.5 THz for the longitudinal and transversal acoustic and optic phonons, respectively, in agreement with inelastic neutron scattering, albeit from just a few nm3 volume.Read more
Simulated symmetric Σ9 grain boundary in silicon used to generate 4D-STEM datasets for ptychographic reconstruction.1 characterization5 properties1 figureSimulated Supercell DftSiStudied MaterialExpand
Experimental hexagonal boron nitride specimen imaged by 4D-STEM electron ptychography.1 characterization2 figuresh-BNStudied MaterialExpand
Research paperExperimental CharacterizationComputational MDTheoreticalElectron Ptychography Reveals Correlated Lattice Vibrations at Atomic ResolutionAnton Gladyshev, Benedikt Haas, Thomas C. Pekin, Tara M. Boland et al.arXiv·2025·10.1038/s41467-026-74135-4·arXiv:2309.12017AbstractIn this paper we introduce an electron ptychography reconstruction framework, CAVIAR – Correlated Atomic Vibration Imaging with sub-Ångstrom Resolution – that reveals an entirely new channel of information: spatial correlations in atomic displacements at the atomic scale. We show reconstructions of a symmetric Σ9 grain boundary in silicon from realistically simulated data and experimental data for hexagonal boron nitride. By reconstructing the object as an ensemble of multiple states we are able to observe correlations between movements of atoms in the range of 10-20 pm at room temperature in agreement with the expectation. Moreover, using only the masses of the atomic species and the temperature as input, we obtain average frequencies of 10.8±0.1, 13.6±0.6, 18.0±0.2, 25.5±1.5 THz for the longitudinal and transversal acoustic and optic phonons, respectively, in agreement with inelastic neutron scattering, albeit from just a few nm3 volume.Read more
Simulated symmetric Σ9 grain boundary in silicon used to generate 4D-STEM datasets for ptychographic reconstruction.1 characterization5 properties1 figureSimulated Supercell DftSiStudied MaterialExpand
Experimental hexagonal boron nitride specimen imaged by 4D-STEM electron ptychography.1 characterization2 figuresh-BNStudied MaterialExpand
Research paperExperimental CharacterizationComputational MDTheoreticalElectron Ptychography Reveals Correlated Lattice Vibrations at Atomic ResolutionAnton Gladyshev, Benedikt Haas, Thomas C. Pekin, Tara M. Boland et al.arXiv·2025·10.1038/s41467-026-74135-4·arXiv:2309.12017AbstractIn this paper we introduce an electron ptychography reconstruction framework, CAVIAR – Correlated Atomic Vibration Imaging with sub-Ångstrom Resolution – that reveals an entirely new channel of information: spatial correlations in atomic displacements at the atomic scale. We show reconstructions of a symmetric Σ9 grain boundary in silicon from realistically simulated data and experimental data for hexagonal boron nitride. By reconstructing the object as an ensemble of multiple states we are able to observe correlations between movements of atoms in the range of 10-20 pm at room temperature in agreement with the expectation. Moreover, using only the masses of the atomic species and the temperature as input, we obtain average frequencies of 10.8±0.1, 13.6±0.6, 18.0±0.2, 25.5±1.5 THz for the longitudinal and transversal acoustic and optic phonons, respectively, in agreement with inelastic neutron scattering, albeit from just a few nm3 volume.Read more
Simulated symmetric Σ9 grain boundary in silicon used to generate 4D-STEM datasets for ptychographic reconstruction.1 characterization5 properties1 figureSimulated Supercell DftSiStudied MaterialExpand
Experimental hexagonal boron nitride specimen imaged by 4D-STEM electron ptychography.1 characterization2 figuresh-BNStudied MaterialExpand