Ankit Agrawal

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

Natural Sciences, Materials Engineering, Materials Science +16

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

Natural Sciences, Materials Engineering, Materials Science +15

Recent advances and applications of deep learning methods in materials science

Kamal Choudhary, Brian DeCost, Chi Chen et al. · npj Computational Materials · 2022 · 1.1K citations · Full text

Natural Sciences, Computer Science, Materials Science +15

Deep Convolutional Neural Networks with transfer learning for computer vision-based data-driven pavement distress detection

Kasthurirangan Gopalakrishnan, Siddhartha Kumar Khaitan, Alok Choudhary et al. · Construction and Building Materials · 2017 · 947 citations · Full text

Computing, Civil Engineering, Computer Science +14

Combinatorial screening for new materials in unconstrained composition space with machine learning

Bryce Meredig, Ankit Agrawal, Scott Kirklin et al. · Physical Review B · 2014 · 753 citations

Natural Sciences, Chemistry, Materials Science +17