Ankit Agrawal - Concepedia

Author

Ankit Agrawal

Also Known As

A A Ankit Agrawal, A Agrawal, A. Agrawal, ANKIT AGRAWAL, Aanya Agrawal, Aarnav Agrawal, Aarya Agrawal, Agrawal Ankit, Agrawal, A., Agrawal, Ankit

430

Publications

13.5K

Citations

H-Index

292

Concepts

All Affiliations

Northwestern University National Institute of Standards and Technology Argonne National Laboratory Iowa State University Georgia Institute of Technology

About

Ankit Agrawal is an author at Northwestern University specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	36	77	7.7K
2	Business	9	9	588
3	Language Studies	3	3	137
4	Arts	2	2	410
5	Health Sciences	1	1	12

Ankit Agrawal

124

Publications

12.7K

Citations

H-Index

Page 1

	Year	Citations
A general-purpose machine learning framework for predicting properties of inorganic materials Logan Ward, Ankit Agrawal, Alok Choudhary, npj Computational Materials	2016	1.6K
Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials science Ankit Agrawal, Alok Choudhary APL Materials EngineeringMachine LearningMaterials InformaticsBig Data AnalyticsMining Methods	2016	1.2K
Recent advances and applications of deep learning methods in materials science Kamal Choudhary, Brian DeCost, Chi Chen, npj Computational Materials	2022	961
Deep Convolutional Neural Networks with transfer learning for computer vision-based data-driven pavement distress detection Kasthurirangan Gopalakrishnan, Siddhartha Kumar Khaitan, Alok Choudhary, Construction and Building Materials Convolutional Neural NetworkImage ClassificationMachine VisionMachine LearningData Science	2017	921
Combinatorial screening for new materials in unconstrained composition space with machine learning Bryce Meredig, Ankit Agrawal, Scott Kirklin, Physical Review B EngineeringMachine LearningMaterial SimulationMaterial SelectionUnconstrained Composition Space	2014	728
ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition Dipendra Jha, Logan Ward, Arindam Paul, Scientific Reports	2018	469
Including crystal structure attributes in machine learning models of formation energies via Voronoi tessellations Logan Ward, Ruoqian Liu, Amar Krishna, Physical review. B./Physical review. B Crystal StructureEngineeringMachine LearningMaterial SimulationMachine Learning Models	2017	415
Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets Zijiang Yang, Yuksel C. Yabansu, Reda Al-Bahrani, Computational Materials Science Deep Learning ApproachesGeometric LearningStructure-property LinkagesEngineeringMachine Learning	2018	354
Twitter Trending Topic Classification Kathy Lee, Diana Palsetia, Ramanathan Narayanan, EngineeringSocial Medium MonitoringCommunicationJournalismText Mining	2011	319
Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning Dipendra Jha, Kamal Choudhary, Francesca Tavazza, Nature Communications	2019	298

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