Our Publications

Publications

Thermal and microstructural simulations of photonic sintering of oxide ceramics: A two-scale scheme

Junlong Ma, Yangyiwei Yang, Julian N. Ebert, Wolfgang Rheinheimer, Bai-Xiang Xu (2026)

A defect-chemistry-informed phase-field model of grain growth in oxide ceramics: application to Fe-doped SrTiO3

Kai Wang, Roger A. De Souza, Xiang-Long Peng, Rotraut Merkle, Wolfgang Rheinheimer, Karsten Albe, Bai-Xiang Xu (2026)

Determining the grain orientations of battery materials from electron diffraction patterns using convolutional neural networks

Jonas Scheunert, Shamail Ahmed, Thomas Demuth, Andreas Beyer, Sebastian Wissel, Bai-Xiang Xu, Kerstin Volz (2026)

Preliminary Works

ML-extendable framework for multiphysics-multiscale simulation workflow and data management using Kadi4Mat

Somnath Bharech, Yangyiwei Yang, Michael Selzer, Britta Nestler, Bai-Xiang Xu (2025)

STEM diffraction pattern analysis with deep learning networks

Sebastian Wissel, Jonas Scheunert, Aaron Dextre, Shamail Ahmed, Andreas Beyer b, Kerstin Volz, Bai-Xiang Xu (2025)

Kadi4Mat: A Research Data Infrastructure for Materials Science

Nico Brandt, Lars Griem, Christoph Herrmann, Ephraim Schoof, Giovanna Tosato, Yinghan Zhao, Philipp Zschumme, Michael Selzer (2021)

Quantitative Characterization of Nanometer-Scale Electric Fields via Momentum-Resolved STEM

Andreas Beyer, Manveer Singh Munde, Saleh Firoozabadi, Damien Heimes, Tim Grieb, Andreas Rosenauer, Knut Müller-Caspary, Kerstin Volz (2021)

And Yet It Moves: LiNiO2, a Dynamic Jahn–Teller System

Sabrina Sicolo, Markus Mock, Matteo Bianchini, Karsten Albe (2020)

Ion conduction and redistribution at grain boundaries in oxide systems

Giuliano Gregori, Rotraut Merkle, Joachim Maier (2017)