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Direct Prediction of Phonon Density of States With Euclidean Neural Networks
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Correlating Raman peak shifts with phase transformation and defect densities: a comprehensive TEM and Raman study on silicon
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Energy landscape of silicon tetra-interstitials using an optimized classical potential
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Correlation of silica glass properties with the infrared spectra
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Medium-range order in amorphous silicon investigated by constrained structural relaxation of two-body and four-body electron diffraction data
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Development of bond-order potentials that can reproduce the elastic constants and melting point of silicon for classical molecular dynamics simulation
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FoamExplorer: Automated measurement of ligaments and voids for atomistic systems
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Global transition path search for dislocation formation in Ge on Si(001)
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Lattice dynamics of high-pressure hydrides studied by inelastic neutron scattering
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Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Learning Diagnosis
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Lattice dynamics and Raman spectrum of rutile TiO2: The role of soft phonon modes in pressure induced phase transition
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Microscopic and spectroscopic investigation of phase evolution within static and dynamic indentations in single-crystal silicon
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Elucidating Structural Transformations in Li x V 2 O 5 Electrochromic Thin Films by Multimodal Spectroscopies
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Physically Informed Machine Learning Prediction of Electronic Density of States
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Understanding the Interactions between Vibrational Modes and Excited State Relaxation in Y 3– x Ce x Al 5 O 12 : Design Principles for Phosphors Based on 5 d –4 f Transitions
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Performance and Cost Assessment of Machine Learning Interatomic Potentials
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Speciation of Adsorbed Phosphate at Gold Electrodes: A Combined Surface-Enhanced Infrared Absorption Spectroscopy and DFT Study
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Polyamorphic Amorphous Silicon at High Pressure: Raman and Spatially Resolved X-ray Scattering and Molecular Dynamics Studies
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Size and Shape Dependence of the Vibrational Spectrum and Low-Temperature Specific Heat of Au Nanoparticles
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A deep-learning technique for phase identification in multiphase inorganic compounds using synthetic XRD powder patterns
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Density of states prediction for materials discovery via contrastive learning from probabilistic embeddings
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Decoding defect statistics from diffractograms via machine learning
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Fingerprinting shock-induced deformations via diffraction
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Raman spectra and phonon structures of BaGa4Se7 crystal
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On-the-fly machine-learning for high-throughput experiments: search for rare-earth-free permanent magnets
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Vibrational density of states and thermodynamics at the nanoscale: the 3D-2D transition in gold nanostructures
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Revealing inconsistencies in X-ray width methods for nanomaterials
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Pitfalls in the characterization of nanoporous and nanosized materials
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Structure and physical properties of paracrystalline atomistic models of amorphous silicon
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General formulation of pressure and stress tensor for arbitrary many-body interaction potentials under periodic boundary conditions
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“Smart” silicon: Switching between p‐ and n‐conduction under compression
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Early stages of irradiation induced dislocations in urania
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Characterizing single isolated radiation-damage events from molecular dynamics via virtual diffraction methods
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High-pressure deformation and amorphization in boron carbide
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First-principles calculations of Raman and infrared spectroscopy for phase identification and strain calibration of hafnia
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Visualization and analysis of atomistic simulation data with OVITO–the Open Visualization Tool
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Structural phase transition and phonon instability in Cu 12 Sb 4 S 13
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Molecular Dynamic Simulation of Disorder Induced Amorphization in Pyrochlore
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Crystal symmetry determination in electron diffraction using machine learning
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Extracting and composing robust features with denoising autoencoders
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