Publications | Ming-Chiang Chang

2023

JMCA

High throughput identification of complex rutile alloys for the acidic oxygen evolution reaction

Zhou, Lan, Shinde, Aniketa, Chang, Ming-Chiang, Dover, R Bruce and 2 more authors

Journal of Materials Chemistry A 2023

@article{zhou2023high,
  title = {High throughput identification of complex rutile alloys for the acidic oxygen evolution reaction},
  author = {Zhou, Lan and Shinde, Aniketa and Chang, Ming-Chiang and van Dover, R Bruce and Thompson, Michael O and Gregoire, John M},
  journal = {Journal of Materials Chemistry A},
  volume = {11},
  number = {46},
  pages = {25262--25267},
  year = {2023},
  publisher = {Royal Society of Chemistry},
}

ARXIV

Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research

Chang, Ming-Chiang, Ament, Sebastian, Amsler, Maximilian, Sutherland, Duncan R and 5 more authors

arXiv preprint arXiv:2308.07897 2023

Bib

@article{chang2023probabilistic,
  title = {Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research},
  author = {Chang, Ming-Chiang and Ament, Sebastian and Amsler, Maximilian and Sutherland, Duncan R and Zhou, Lan and Gregoire, John M and Gomes, Carla P and van Dover, R Bruce and Thompson, Michael O},
  journal = {arXiv preprint arXiv:2308.07897},
  year = {2023},
}

ICMLA

Physically Informed Graph-based Deep Reasoning Net for Efficient Combinatorial Phase Mapping

Min, Yimeng, Chang, Ming-Chiang, Kong, Shufeng, Gregoire, John M and 3 more authors

In 2023 22st IEEE International Conference on Machine Learning and Applications (ICMLA) 2023

Bib

@inproceedings{min2023physically,
  author = {Min, Yimeng and Chang, Ming-Chiang and Kong, Shufeng and Gregoire, John M and van Dover, R Bruce and Thompson, Michael O and Gomes, Carla P},
  booktitle = {2023 22st IEEE International Conference on Machine Learning and Applications (ICMLA)},
  title = {Physically Informed Graph-based Deep Reasoning
  Net for Efficient Combinatorial Phase Mapping},
  year = {2023},
  volume = {},
  number = {},
  pages = {},
  keywords = {},
  doi = {},
  selecte = {true},
}

2022

APL
Initial nucleation of metastable γ-Ga2O3 during sub-millisecond thermal anneals of amorphous Ga2O3

Gann, Katie R., Chang, Celesta S., Chang, Ming-Chiang, Sutherland, Duncan R. and 4 more authors

Applied Physics Letters Aug 2022

Abs Bib

Beta-phase gallium oxide (β-Ga2O3) is a promising semiconductor for high frequency, high temperature, and high voltage applications. In addition to the β-phase, numerous other polymorphs exist and understanding the competition between phases is critical to control practical devices. The phase formation sequence of Ga2O3, starting from amorphous thin films, was determined using lateral-gradient laser spike annealing at peak temperatures of 500–1400 °C on 400 μs to 10 ms timescales, with transformations characterized by optical microscopy, x-ray diffraction, and transmission electron microscopy (TEM). The resulting phase processing map showed the γ-phase, a defect-spinel structure, first nucleating under all annealing times for temperatures from 650 to 800 °C. The cross-sectional TEM at the onset of the γ-phase formation showed nucleation near the film center with no evidence of heterogeneous nucleation at the interfaces. For temperatures above 850 °C, the thermodynamically stable β-phase was observed. For anneals of 1–4 ms and temperatures below 1200 °C, small randomly oriented grains were observed. Large grains were observed for anneals below 1 ms and above 1200 °C, with anneals above 4 ms and 1200 °C resulting in textured films. The formation of the γ-phase prior to β-phase, coupled with the observed grain structure, suggests that the γ-phase is kinetically preferred during thermal annealing of amorphous films, with β-phase subsequently forming by nucleation at higher temperatures. The low surface energy of the γ-phase implied by these results suggests an explanation for the widely observed γ-phase inclusions in β-phase Ga2O3 films grown by a variety of synthesis methods.
@article{10.1063/5.0087093, author = {Gann, Katie R. and Chang, Celesta S. and Chang, Ming-Chiang and Sutherland, Duncan R. and Connolly, Aine B. and Muller, David A. and van Dover, Robert B. and Thompson, Michael O.}, title = {{Initial nucleation of metastable γ-Ga2O3 during sub-millisecond thermal anneals of amorphous Ga2O3}}, journal = {Applied Physics Letters}, volume = {121}, number = {6}, pages = {062102}, year = {2022}, month = aug, issn = {0003-6951}, doi = {10.1063/5.0087093}, url = {https://doi.org/10.1063/5.0087093}, }

2021

SCI ADV

Autonomous materials synthesis via hierarchical active learning of nonequilibrium phase diagrams

Ament, Sebastian, Amsler, Maximilian, Sutherland, Duncan R, Chang, Ming-Chiang and 6 more authors

Science Advances Aug 2021

Bib

@article{ament2021autonomous,
  title = {Autonomous materials synthesis via hierarchical active learning of nonequilibrium phase diagrams},
  author = {Ament, Sebastian and Amsler, Maximilian and Sutherland, Duncan R and Chang, Ming-Chiang and Guevarra, Dan and Connolly, Aine B and Gregoire, John M and Thompson, Michael O and Gomes, Carla P and van Dover, R Bruce},
  journal = {Science Advances},
  volume = {7},
  number = {51},
  pages = {eabg4930},
  year = {2021},
  publisher = {American Association for the Advancement of Science},
}

2020

NAT COMM

Fast growth of large-grain and continuous MoS2 films through a self-capping vapor-liquid-solid method

Chang, Ming-Chiang, Ho, Po-Hsun, Tseng, Mao-Feng, Lin, Fang-Yuan and 7 more authors

Nature communications Aug 2020

Bib

@article{chang2020fast,
  title = {Fast growth of large-grain and continuous MoS2 films through a self-capping vapor-liquid-solid method},
  author = {Chang, Ming-Chiang and Ho, Po-Hsun and Tseng, Mao-Feng and Lin, Fang-Yuan and Hou, Cheng-Hung and Lin, I and Wang, Hsin and Huang, Pin-Pin and Chiang, Chun-Hao and Yang, Yueh-Chiang and others},
  journal = {Nature communications},
  volume = {11},
  number = {1},
  pages = {1--9},
  year = {2020},
  publisher = {Nature Publishing Group},
}

ACS COMBI

Optical identification of materials transformations in oxide thin films

Sutherland, Duncan R, Connolly, Aine Boyer, Amsler, Maximilian, Chang, Ming-Chiang and 7 more authors

ACS Combinatorial Science Aug 2020

Bib

@article{sutherland2020optical,
  title = {Optical identification of materials transformations in oxide thin films},
  author = {Sutherland, Duncan R and Connolly, Aine Boyer and Amsler, Maximilian and Chang, Ming-Chiang and Gann, Katie Rose and Gupta, Vidit and Ament, Sebastian and Guevarra, Dan and Gregoire, John M and Gomes, Carla P and others},
  journal = {ACS Combinatorial Science},
  volume = {22},
  number = {12},
  pages = {887--894},
  year = {2020},
  publisher = {ACS Publications},
}

2019

NAT COMM

3D extruded composite thermoelectric threads for flexible energy harvesting

Peng, J, Witting, I, Geisendorfer, N, Wang, M and 7 more authors

Nature communications Aug 2019

Bib

@article{peng20193d,
  title = {3D extruded composite thermoelectric threads for flexible energy harvesting},
  author = {Peng, J and Witting, I and Geisendorfer, N and Wang, M and Chang, M and Jakus, A and Kenel, C and Yan, X and Shah, R and Snyder, GJ and others},
  journal = {Nature communications},
  volume = {10},
  number = {1},
  pages = {1--8},
  year = {2019},
  publisher = {Nature Publishing Group},
}

2018

ACTA MAT

Compressive creep behavior of hot-pressed GeTe based TAGS-85 and effect of creep on thermoelectric properties

Chang, MC, Agne, MT, Michi, RA, Dunand, David C and 1 more author

Acta Materialia Aug 2018

Bib

@article{chang2018compressive,
  title = {Compressive creep behavior of hot-pressed GeTe based TAGS-85 and effect of creep on thermoelectric properties},
  author = {Chang, MC and Agne, MT and Michi, RA and Dunand, David C and Snyder, Gerald Jeffrey},
  journal = {Acta Materialia},
  volume = {158},
  pages = {239--246},
  year = {2018},
  publisher = {Elsevier},
}