| 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, https://www.nature.com/articles/s41598-0, 2018 | 377 | 2018 |
| Data-driven prediction of the high-dimensional thermal history in directed energy deposition processes via recurrent neural networks M Mozaffar, A Paul, R Al-Bahrani, S Wolff, A Choudhary, A Agrawal, ... Manufacturing letters 18, 35-39, 2018 | 169 | 2018 |
| " Is it Weird to Still Be a Virgin" Anonymous, Locally Targeted Questions on Facebook Confession Boards J Birnholtz, NAR Merola, A Paul Proceedings of the 33rd annual ACM conference on human factors in computing …, 2015 | 78 | 2015 |
| A real-time iterative machine learning approach for temperature profile prediction in additive manufacturing processes A Paul, M Mozaffar, Z Yang, W Liao, A Choudhary, J Cao, A Agrawal 2019 IEEE 6th International Conference on Data Science and Advanced …, 2019 | 76 | 2019 |
| Integrated software quality evaluation: a fuzzy multi-criteria approach JS Challa, A Paul, Y Dada, V Nerella, PR Srivastava, AP Singh Journal of Information Processing Systems 7 (3), 473-518, 2011 | 75 | 2011 |
| Microstructure Optimization with Constrained Design Objectives using Machine Learning-Based Feedback-Aware Data-Generation A Paul, P Acar, W Liao, A Choudhary, V Sundararaghavan, A Agrawal Computational Materials Science 160, 334-351, 2019 | 58 | 2019 |
| CheMixNet: Mixed DNN Architectures for Predicting Chemical Properties using Multiple Molecular Representations A Paul, D Jha, R Al-Bahrani, A Liao, Wei-keng, Choudhary, A Agrawal 2018 NeurIPS Workshop on Machine Learning for Molecules and Materials (MLMM), 2018 | 55 | 2018 |
| Towards a generic physics-based machine learning model for geometry invariant thermal history prediction in additive manufacturing KL Ness, A Paul, L Sun, Z Zhang Journal of Materials Processing Technology 302, 117472, 2022 | 33 | 2022 |
| Property Prediction of Organic Donor Molecules for Photovoltaic Applications using Extremely Randomized Trees A Paul, A Furmanchuk, W Liao, A Choudhary, A Agrawal Journal of Molecular Informatics 38, 2019 | 32 | 2019 |
| Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening A Paul, D Jha, R Al-Bahrani, W Liao, A Choudhary, A Agrawal International Joint Conference on Neural Networks, 2019 | 32 | 2019 |
| HADCLEAN: A hybrid approach to data cleaning in data warehouses A Paul, V Ganesan, JS Challa, Y Sharma 2012 International Conference on Information Retrieval & Knowledge …, 2012 | 25 | 2012 |
| Quantification of software quality parameters using fuzzy multi criteria approach JS Challa, A Paul, Y Dada, V Nerella, PR Srivastava 2011 International Conference on Process Automation, Control and Computing, 1-6, 2011 | 21 | 2011 |
| Data Sampling Schemes for Microstructure Design with Vibrational Tuning Constraints A Paul, P Acar, R Liu, W Liao, A Choudhary, V Sundararaghavan, ... AIAA Journal, 2018 | 18 | 2018 |
| A Multi-input Multi-label Claims Channeling System Using Insurance-Based Language Models A Dimri, A Paul, D Girish, P Lee, S Afra, A Jakubowski Expert Systems with Applications, 2022 | 9 | 2022 |
| An Attention-driven Long Short-Term Memory Network for High Throughput Virtual Screening of Organic Photovoltaic Candidate Molecules R Richards, A Paul Solar Energy 224 (August 2021), 43-50, 2021 | 9 | 2021 |
| 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 2020 NeurIPS workshop on Machine Learning for Engineering Modeling …, 2020 | 9 | 2020 |
| 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, 2022 | 8 | 2022 |
| AnonyMine: Mining anonymous social media posts using psycho-lingual and crowd-sourced dictionaries A Paul, A Agrawal, W Liao, A Choudhary Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM) at SIG …, 2016 | 6 | 2016 |
| Detecting Sybils in peer-to-peer overlays using psychometric analysis methods K Haribabu, A Paul, C Hota 2011 IEEE Workshops of International Conference on Advanced Information …, 2011 | 6* | 2011 |
| An AI-Driven Microstructure Optimization Framework for Elastic Properties of Titanium Beyond Cubic Crystal Systems Y Mao, M Hasan, A Paul, V Gupta, K Choudhary, F Tavazza, W Liao, ... npj Computational Materials 9 (111), 2023 | 5 | 2023 |
Ankit AgrawalResearch Professor, Northwestern UniversityVerified email at eecs.northwestern.edu
