Machine-learning based data extraction from APT

Publications of Huan Zhao

Journal Article (26)

1.
Journal Article
Chen, X.; Zhou, X.; De Geuser, F.; Kwiatkowski da Silva, A.; Zhao, H.; Woods, E.; Liu, C.; Ponge, D.; Gault, B.; Raabe, D.: Atom probe tomography-assisted kinetic assessment of spinodal decomposition in an Al-12.5 at.%Zn alloy. Acta Materialia 268, 119757 (2024)
2.
Journal Article
Wang, Y.; Zhao, H.; Chen, X.; Gault, B.; Brechet, Y.; Hutchinson, C.: The effect of shearable clusters and precipitates on dynamic recovery of Al alloys. Acta Materialia 265, 119643 (2024)
3.
Journal Article
Zhao, H.; Yin, Y.; Wu, Y.; Zhang, S.; Mingers, A. M.; Ponge, D.; Gault, B.; Rohwerder, M.; Raabe, D.: How solute atoms control aqueous corrosion of Al-alloys. Nature Communications 15 (1), 561 (2024)
4.
Journal Article
Yin, Y.; Zhao, H.; Prabhakar, J. M.; Rohwerder, M.: Organic composite coatings containing mesoporous silica particles: Degradation of the SiO2 leading to self-healing of the delaminated interface. Corrosion Science 200, 110252 (2022)
5.
Journal Article
Zhou, X.; Wei, Y.; Kühbach, M. T.; Zhao, H.; Vogel, F.; Kamachali, R. D.; Thompson, G. B.; Raabe, D.; Gault, B.: Revealing in-plane grain boundary composition features through machine learning from atom probe tomography data. Acta Materialia 226, 117633 (2022)
6.
Journal Article
Zhao, H.; Chakraborty, P.; Ponge, D.; Hickel, T.; Sun, B.; Wu, C.-H.; Gault, B.; Raabe, D.: Hydrogen trapping and embrittlement in high-strength Al-alloys. Nature 602, pp. 437 - 441 (2022)
7.
Journal Article
Kim, S.-H.; Dong, K.; Zhao, H.; El-Zoka, A.; Zhou, X.; Woods, E.; Giuliani, F.; Manke, I.; Raabe, D.; Gault, B.: Understanding the Degradation of a Model Si Anode in a Li-Ion Battery at the Atomic Scale. The Journal of Physical Chemistry Letters 13 (36), pp. 8416 - 8421 (2022)
8.
Journal Article
López Freixes, M.; Zhou, X.; Zhao, H.; Godin, .; Peguet, .; Warner, T.; Gault, B.: Revisiting stress-corrosion cracking and hydrogen embrittlement in 7xxx-Al alloys at the near-atomic-scale. Nature Communications 13, 4290 (2022)
9.
Journal Article
Kühbach, M. T.; Bajaj, P.; Zhao, H.; Çelik, M. H.; Jägle, E. A.; Gault, B.: On strong-scaling and open-source tools for analyzing atom probe tomography data. npj Computational Materials 7 (1), 21 (2021)
10.
Journal Article
Wu, G.; Liu, C.; Brognara, A.; Ghidelli, M.; Bao, Y.; Liu, S.; Wu, X.; Xia, W.; Zhao, H.; Rao, J. et al.; Ponge, D.; Devulapalli, V.; Lu, W.; Dehm, G.; Raabe, D.; Li, Z.: Symbiotic crystal-glass alloys via dynamic chemical partitioning. Materials Today 51, pp. 6 - 14 (2021)
11.
Journal Article
Liu, C.; Li, Z.; Lu, W.; Bao, Y.; Xia, W.; Wu, X.; Zhao, H.; Gault, B.; Liu, C.; Herbig, M. et al.; Fischer, A.; Dehm, G.; Wu, G.; Raabe, D.: Reactive wear protection through strong and deformable oxide nanocomposite surfaces. Nature Communications 12 (1), 5518 (2021)
12.
Journal Article
Liu, C.; Garner, A.; Zhao, H.; Prangnell, P.; Gault, B.; Raabe, D.; Shanthraj, P.: CALPHAD-informed phase-field modeling of grain boundary microchemistry and precipitation in Al–Zn–Mg–Cu alloys. Acta Materialia 214, 116966 (2021)
13.
Journal Article
Medrano, S.; Zhao, H.; Gault, B.; De Geuser, F.; Sinclair, C. W.: A model to unravel the beneficial contributions of trace Cu in wrought Al–Mg alloys. Acta Materialia 208, 116734 (2021)
14.
Journal Article
Wei, Y.; Varanasi, R. S.; Schwarz, T.; Gomell, L.; Zhao, H.; Larson, D. J.; Sun, B.; Liu, G.; Chen, H.; Raabe, D. et al.; Gault, B.: Machine-learning-enhanced time-of-flight mass spectrometry analysis. Patterns 2 (2), 100192 (2021)
15.
Journal Article
Garner, A.; Euesden, R.; Yao, Y.; Aboura, Y.; Zhao, H.; Donoghue, J.; Curioni, M.; Gault, B.; Shanthraj, P.; Barrett, Z. et al.; Engel, C.; Burnett, T. L.; Prangnell, P.: Multiscale analysis of grain boundary microstructure in high strength 7xxx Al alloys. Acta Materialia 202, pp. 190 - 210 (2021)
16.
Journal Article
Wang, Z.; Lu, W.; Zhao, H.; Liebscher, C.; He, J.; Ponge, D.; Raabe, D.; Li, Z.: Ultrastrong lightweight compositionally complex steels via dual-nanoprecipitation. Science Advances 6 (46), eaba9543 (2020)
17.
Journal Article
Zhao, H.; Gault, B.; Ponge, D.; Raabe, D.: Reversion and re-aging of a peak aged Al–Zn–Mg–Cu alloy. Scripta Materialia 188, pp. 269 - 273 (2020)
18.
Journal Article
Wang, Z.; Lu, W.; Zhao, H.; He, J.; Wang, K.; Zhou, B.; Ponge, D.; Raabe, D.; Li, Z.: Formation mechanism of κ-carbides and deformation behavior in Si-alloyed FeMnAlC lightweight steels. Acta Materialia 198, pp. 258 - 270 (2020)
19.
Journal Article
An, D.; Zhao, H.; Sun, B.; Zaefferer, S.: Direct observations of collinear dislocation interaction in a Fe–17.4 Mn–1.50 Al–0.29 C (wt.%) austenitic steel under cyclic loading by in-situ electron channelling contrast imaging and cross-correlation electron backscatter diffraction. Scripta Materialia 186, pp. 341 - 345 (2020)
20.
Journal Article
Zhao, H.; Chen, Y.; Gault, B.; Makineni, S. K.; Ponge, D.; Raabe, D.: (Al, Zn)3Zr dispersoids assisted η′ precipitation in an Al–Zn–Mg–Cu–Zr alloy. Materialia 10, 100641 (2020)

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