Ankit Agrawal

Researcher, ECE, Northwestern University

Joined

June 2019

Names

Ankit Agrawal

Emails

****@eecs.northwestern.edu (Confirmed)

****@northwestern.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Career & Education History

Researcher

ECE, Northwestern University (northwestern.edu)

2009 – Present

Advisors, Relations & Conflicts

PhD Advisor

Xiaoqiu Huang

Present

Postdoc Advisor

Alok Choudhary

Present

Expertise

Present

Publications

MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction
Vishu Gupta, Kamal Choudhary, Yuwei Mao, Kewei Wang, Francesca Tavazza, Carelyn Campbell, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- J. Chem. Inf. Model. 2023
- Readers: Everyone
A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows
Claire Songhyun Lee, V. Hewes, Giuseppe Cerati, Jim Kowalkowski, Adam Aurisano, Ankit Agrawal, Alok N. Choudhary, Wei-Keng Liao
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CCGrid 2023
- Readers: Everyone
Physics-based Data-Augmented Deep Learning for Enhanced Autogenous Shrinkage Prediction on Experimental Dataset
Vishu Gupta, Yuhui Lyu, Derick Suarez, Yuwei Mao, Wei-Keng Liao, Alok N. Choudhary, Wing Kam Liu, Gianluca Cusatis, Ankit Agrawal
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- IC3 2023
- Readers: Everyone
AI for Learning Deformation Behavior of a Material: Predicting Stress-Strain Curves 4000x Faster Than Simulations
Yuwei Mao, Shahriyar Keshavarz, Vishu Gupta, Andrew C. E. Reid, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- IJCNN 2023
- Readers: Everyone
I/O in WRF: A Case Study in Modern Parallel I/O Techniques
Zanhua Huang, Kaiyuan Hou, Ankit Agrawal, Alok N. Choudhary, Robert B. Ross, Wei-Keng Liao
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- SC 2023
- Readers: Everyone
Pre-Activation based Representation Learning to Enhance Predictive Analytics on Small Materials Data
Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- IJCNN 2023
- Readers: Everyone
A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures
Yuwei Mao, Hui Lin, Christina Xuan Yu, Roger Frye, Darren Beckett, Kevin Anderson, Lars Jacquemetton, Fred Carter, Zhangyuan Gao, Wei-keng Liao, Alok N. Choudhary, Kornel F. Ehmann, Ankit Agrawal
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- J. Intell. Manuf. 2023
- Readers: Everyone
Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency
Sunwoo Lee, Qiao Kang, Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- J. Parallel Distributed Comput. 2022
- Readers: Everyone
An Incremental Phase Mapping Approach for X-ray Diffraction Patterns using Binary Peak Representations
Dipendra Jha, K. V. L. V. Narayanachari, Ruifeng Zhang, Justin Liao, Denis T. Keane, Wei-keng Liao, Alok N. Choudhary, Yip-Wah Chung, Michael J. Bedzyk, Ankit Agrawal
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- CoRR 2022
- Readers: Everyone
A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis
Sunwoo Lee, Kaiyuan Hou, Kewei Wang, Saba Sehrish, Marc F. Paterno, James Kowalkowski, Quincey Koziol, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- CoRR 2022
- Readers: Everyone

View all 140 publications

Co-Authors

View all 150 co-authors