Concepedia

Microstructure optimization with constrained design objectives using machine learning-based feedback-aware data-generation

Arindam Paul, Wei‐keng Liao, Alok Choudhary, Veera Sundararaghavan, Ankit Agrawal

Computational Materials Science · 2019 · 48 citations · 35 references

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References

35

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Machine learning in materials informatics: recent applications and prospects

Rampi Ramprasad, Rohit Batra, Ghanshyam Pilania et al. · npj Computational Materials · 2017 · 1.8K citations · Full text

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A general-purpose machine learning framework for predicting properties of inorganic materials

Logan Ward, Ankit Agrawal, Alok Choudhary et al. · npj Computational Materials · 2016 · 1.7K citations · Full text

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Titanium alloys and their machinability—a review

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Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials science

Ankit Agrawal, Alok Choudhary · APL Materials · 2016 · 1.3K citations · Full text

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