Ankit Agrawal

Ankit Agrawal

Northwestern University - Evanston / United States
Engineering & Technology / Electrical & Electronic Engineering
AD Scientific Index ID: 833110
person_outline Ankit Agrawal's MOST POPULAR ARTICLES
1-) A general-purpose machine learning framework for predicting properties of inorganic materialsL Ward, A Agrawal, A Choudhary, C Wolvertonnpj Computational Materials 2 (1), 1-7, 20167932016
2-) Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials scienceA Agrawal, A ChoudharyApl Materials 4 (5), 053208, 20166912016
3-) Deep convolutional neural networks with transfer learning for computer vision-based data-driven pavement distress detectionK Gopalakrishnan, SK Khaitan, A Choudhary, A AgrawalConstruction and building materials 157, 322-330, 20176712017
4-) Combinatorial screening for new materials in unconstrained composition space with machine learningB Meredig, A Agrawal, S Kirklin, JE Saal, JW Doak, A Thompson, K Zhang, ...Physical Review B 89 (9), 094104, 20147592014
5-) Recent advances and applications of deep learning methods in materials scienceK Choudhary, B DeCost, C Chen, A Jain, F Tavazza, R Cohn, CW Park, ...npj Computational Materials 8 (1), 59, 20224822022