| ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition D Jha, L Ward, A Paul, W Liao, A Choudhary, C Wolverton, A Agrawal Scientific Reports, 2018 | 470 | 2018 |
| Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning (vol 10, 5316, 2019) D Jha, K Choudhary, F Tavazza, W Liao, A Choudhary, C Campbell, ... NATURE COMMUNICATIONS 11 (1), 2020 | 304* | 2020 |
| Establishing structure-property localization linkages for elastic deformation of three-dimensional high contrast composites using deep learning approaches Z Yang, YC Yabansu, D Jha, W Liao, AN Choudhary, SR Kalidindi, ... Acta Materialia 166, 335-345, 2019 | 177 | 2019 |
| Extracting Grain Orientations from EBSD Patterns of Polycrystalline Materials Using Convolutional Neural Networks D Jha, S Singh, R Al-Bahrani, W Liao, A Choudhary, M De Graef, ... Microscopy and Microanalysis 24, 497-502, 2018 | 75 | 2018 |
| IRNet: A general purpose deep residual regression framework for materials discovery D Jha, L Ward, Z Yang, C Wolverton, I Foster, W Liao, A Choudhary, ... Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 65 | 2019 |
| CheMixNet: Mixed DNN architectures for predicting chemical properties using multiple molecular representations A Paul, D Jha, R Al-Bahrani, W Liao, A Choudhary, A Agrawal arXiv preprint arXiv:1811.08283, 2018 | 61 | 2018 |
| Enabling deeper learning on big data for materials informatics applications D Jha, V Gupta, L Ward, Z Yang, C Wolverton, I Foster, W Liao, ... Scientific reports 11 (1), 4244, 2021 | 59 | 2021 |
| Parallel deep convolutional neural network training by exploiting the overlapping of computation and communication S Lee, D Jha, A Agrawal, A Choudhary, W Liao 2017 IEEE 24th international conference on high performance computing (HiPC …, 2017 | 47 | 2017 |
| Transfer learning using ensemble neural networks for organic solar cell screening A Paul, D Jha, R Al-Bahrani, W Liao, A Choudhary, A Agrawal 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 34 | 2019 |
| Moving closer to experimental level materials property prediction using AI D Jha, V Gupta, W Liao, A Choudhary, A Agrawal Scientific reports 12 (1), 11953, 2022 | 29 | 2022 |
| Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns D Jha, AG Kusne, R Al-Bahrani, N Nguyen, A Liao, Wei-keng, Choudhary, ... International Joint Conference on Neural Networks, 2019 | 19 | 2019 |
| Generative adversarial networks and mixture density networks-based inverse modeling for microstructural materials design Y Mao, Z Yang, D Jha, A Paul, W Liao, A Choudhary, A Agrawal Integrating Materials and Manufacturing Innovation 11 (4), 637-647, 2022 | 14 | 2022 |
| A general framework combining generative adversarial networks and mixture density networks for inverse modeling in microstructural materials design Z Yang, D Jha, A Paul, W Liao, A Choudhary, A Agrawal arXiv preprint arXiv:2101.10553, 2021 | 11 | 2021 |
| Designing an efficient end-to-end machine learning pipeline for real-time empty-shelf detection D Jha, A Mahjoubfar, A Joshi arXiv preprint arXiv:2205.13060, 2022 | 7 | 2022 |
| SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network R Al-Bahrani, D Jha, Q Kang, S Lee, Z Yang, WK Liao, A Agrawal, ... 2021 International Conference on Pattern Recognition Applications and …, 2021 | 4 | 2021 |
| exploring xfinity: A first look at provider-enabled community networks DK Jha, JP Rula, FE Bustamante Passive and Active Measurement: 17th International Conference, PAM 2016 …, 2016 | 4 | 2016 |
| PinterNet: A thematic label curation tool for large image datasets R Liu, D Palsetia, A Paul, R Al-Bahrani, D Jha, W Liao, A Agrawal, ... 2016 IEEE International Conference on Big Data (Big Data), 2353-2362, 2016 | 3 | 2016 |
| Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering D Jha, K Narayanachari, R Zhang, D Keane, W Liao, A Choudhary, ... 2021 International Conference on Pattern Recognition Applications and …, 2021 | 2 | 2021 |
| An Incremental Phase Mapping Approach for X-ray Diffraction Patterns using Binary Peak Representations D Jha, K Narayanachari, R Zhang, J Liao, DT Keane, W Liao, ... arXiv preprint arXiv:2211.04011, 2022 | 1 | 2022 |
| Model design and execution for empty shelf detection D Jha, A Mahjoubfar, A Joshi US Patent App. 18/166,918, 2023 | | 2023 |
Ankit AgrawalResearch Professor, Northwestern UniversityVerificeret mail på eecs.northwestern.edu
