Journal Article (21)
2019
Journal Article
5 (2), eaav0693 (2019)
New tolerance factor to predict the stability of perovskite oxides and halides. Science Advances
Journal Article
28 (1), 014001 (2019)
Coupled experimental-computational analysis of primary static recrystallization in low carbon steel. Modelling and Simulation in Materials Science and Engineering
Journal Article
2 (3), 036001 (2019)
The NOMAD Laboratory: From Data Sharing to Artificial Intelligence. JPhys Materials
Journal Article
3 (1), 016002 (2019)
Two-to-three dimensional transition in neutral gold clusters: The crucial role of van der Waals interactions and temperature. Physical Review Materials
Journal Article
163, pp. 24 - 36 (2019)
pyiron: An integrated development environment for computational materials sciences. Computational Materials Science
Journal Article
15 (11), pp. 5845 - 5857 (2019)
Assessment of Approximate Methods for Anharmonic Free Energies. Journal of Chemical Theory and Computation
Journal Article
177, pp. 209 - 221 (2019)
Atomic-scale grain boundary engineering to overcome hot-cracking in additively-manufactured superalloys. Acta Materialia
Journal Article
25 (S2 ), pp. 298 - 299 (2019)
On Strong Scaling Open Source Tools for Mining Atom Probe Tomography Data. Microscopy and Microanalysis
Journal Article
25 (2), pp. 320 - 330 (2019)
Building a Library of Simulated Atom Probe Data for Different Crystal Structures and Tip Orientations Using TAPSim. Microscopy and Microanalysis
Journal Article
5, 123 (2019)
Parametrically constrained geometry relaxations for high-throughput materials science. npj Computational Materials
Journal Article
27 (2), 025007 (2019)
Transferability of interatomic potentials for molybdenum and silicon. Modelling and Simulation in Materials Science and Engineering
Journal Article
2 (2), 024002 (2019)
Simultaneous learning of several materials properties from incomplete databases with multi-task SISSO. JPhys Materials
Journal Article
168, pp. 37 - 51 (2019)
On the effect of Re addition on microstructural evolution of a CoNi-based superalloy. Acta Materialia
Journal Article
25 (2), pp. 389 - 400 (2019)
An Automated Computational Approach for Complete In-Plane Compositional Interface Analysis by Atom Probe Tomography. Microscopy and Microanalysis
Journal Article
10 (3), pp. 581 - 588 (2019)
Unraveling the Metastability of Cn2+ (n = 2-4) Clusters. The Journal of Physical Chemistry Letters
Journal Article
21 (10), 105001 (2019)
Using Gaussian Process Regression to Simulate the Vibrational Raman Spectra of Molecular Crystals. New Journal of Physics
Journal Article
29 (24), 1809112 (2019)
Sequence-Optimized Peptide Nanofibers as Growth Stimulators for Regeneration of Peripheral Neurons. Advanced Functional Materials
Journal Article
7, pp. 165437 - 165447 (2019)
Multidimensional Contrast Limited Adaptive Histogram Equalization. IEEE Access
Journal Article
14 (11), e0225041 (2019)
3D nanostructural characterisation of grain boundaries in atom probe data utilising machine learning methods. PLoS One
Journal Article
202, pp. 133 - 139 (2019)
Symmetry-guided nonrigid registration: The case for distortion correction in multidimensional photoemission spectroscopy. Ultramicroscopy
Journal Article
123 (16), 163202 (2019)
Excitonic Wave Function Reconstruction from Near-Field Spectra Using Machine Learning Techniques. Physical Review Letters Conference Paper (6)
2019
Conference Paper
We Are Not Your Real Parents: Telling Causal from Confounded by MDL. In: Proceedings of the 2019 SIAM International Conference on Data Mining, pp. 199 - 207 (Eds. Berger-Wolf, T.; Chawla, N.). SIAM International Conference on Data Mining, Calgary, Canada, May 02, 2019 - May 04, 2019. SIAM, Philadelphia, PA (2019)
Conference Paper
Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms. In: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, pp. 6206 - 6210 (Ed. Krais, S.). Twenty-Eighth International Joint Conference on Artificial Intelligence, Macao, August 10, 2019 - August 16, 2019. IJCAI (2019)
Conference Paper
Testing Conditional Independence on Discrete Data using Stochastic Complexity. In: Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, pp. 496 - 505 (Eds. Chaudhuri, K.; Sugiyama, M.). 22nd International Conference on Artificial Intelligence and Statistics, Naha, Okinawa, Japan, April 16, 2019 - April 18, 2019. PMLR (2019)
Conference Paper
Identifiability of Cause and Effect using Regularized Regression. In: KDD '19, pp. 852 - 861. 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, Anchorage, AK, USA, August 04, 2019 - August 08, 2019. ACM, New York, NY (2019)