| Automated pipeline for photovoltaic module electroluminescence image processing and degradation feature classification AM Karimi, JS Fada, MA Hossain, S Yang, TJ Peshek, JL Braid, ... IEEE Journal of Photovoltaics 9 (5), 1324-1335, 2019 | 118 | 2019 |
| Generalized and mechanistic PV module performance prediction from computer vision and machine learning on electroluminescence images AM Karimi, JS Fada, NA Parrilla, BG Pierce, M Koyutürk, RH French, ... IEEE Journal of Photovoltaics 10 (3), 878-887, 2020 | 73 | 2020 |
| Spatiotemporal graph neural network for performance prediction of photovoltaic power systems AM Karimi, Y Wu, M Koyuturk, RH French Proceedings of the AAAI conference on artificial intelligence 35 (17), 15323 …, 2021 | 70 | 2021 |
| Distributed network traffic feature extraction for a real-time IDS AM Karimi, Q Niyaz, W Sun, AY Javaid, VK Devabhaktuni 2016 IEEE international conference on electro information technology (EIT …, 2016 | 40 | 2016 |
| Revealing power, energy and thermal dynamics of a 200pf pre-exascale supercomputer W Shin, V Oles, AM Karimi, JA Ellis, F Wang Proceedings of the International Conference for High Performance Computing …, 2021 | 38 | 2021 |
| Feature extraction, supervised and unsupervised machine learning classification of PV cell electroluminescence images AM Karimi, JS Fada, JQ Liu, JL Braid, M Koyutürk, RH French 2018 IEEE 7th world conference on photovoltaic energy conversion (WCPEC)(a …, 2018 | 36 | 2018 |
| Automated pipeline framework for processing of large-scale building energy time series data A Khalilnejad, AM Karimi, S Kamath, R Haddadian, RH French, ... PloS one 15 (12), e0240461, 2020 | 33 | 2020 |
| Access patterns and performance behaviors of multi-layer supercomputer i/o subsystems under production load JL Bez, AM Karimi, AK Paul, B Xie, S Byna, P Carns, S Oral, F Wang, ... Proceedings of the 31st International Symposium on High-Performance Parallel …, 2022 | 22 | 2022 |
| Characterizing machine learning I/O workloads on leadership scale HPC systems AK Paul, AM Karimi, F Wang 2021 29th International Symposium on Modeling, Analysis, and Simulation of …, 2021 | 20 | 2021 |
| Real-world PV Module Degradation across Climate Zones Determined from Suns-Voc, Loss Factors and I-V Steps Analysis of Eight Years of I-V, Pmp Time-series … J Liu, M Wang, AJ Curran, AM Karimi, W Huang, E Schnabel, M Köhl, ... 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC), 0680-0686, 2019 | 14 | 2019 |
| PV cell cracks and impacts on electrical performance CM Whitaker, BG Pierce, AM Karimi, RH French, JL Braid 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 1417-1422, 2020 | 12 | 2020 |
| Toward findable, accessible, interoperable and reusable (fair) photovoltaic system time series data A Nihar, AJ Curran, AM Karimi, JL Braid, LS Bruckman, M Koyutürk, Y Wu, ... 2021 IEEE 48th Photovoltaic Specialists Conference (PVSC), 1701-1706, 2021 | 10 | 2021 |
| Machine learning assisted HPC workload trace generation for leadership scale storage systems AK Paul, JY Choi, AM Karimi, F Wang Proceedings of the 31st International Symposium on High-Performance Parallel …, 2022 | 9 | 2022 |
| Identifying degradation modes of photovoltaic modules using unsupervised machine learning on electroluminescense images BG Pierce, AM Karimi, JQ Liu, RH French, JL Braid 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 1850-1855, 2020 | 8 | 2020 |
| PVimage: Package for PV image analysis and machine learning modeling AM Karimi, BG Pierce, JS Fada, NA Parrilla, RH French, JL Braid Version 0.0. 4, 2020 | 7 | 2020 |
| Electroluminescent (EL) image dataset of PV module under step-wise damp heat exposures RH French, AM Karimi, JL Braid 2023-06-11, 2019 | 6 | 2019 |
| I/O performance analysis of machine learning workloads on leadership scale supercomputer AM Karimi, AK Paul, F Wang Performance Evaluation 157, 102318, 2022 | 5 | 2022 |
| Profiling and modeling of power characteristics of leadership-scale hpc system workloads AM Karimi, NS Sattar, W Shin, F Wang arXiv preprint arXiv:2402.00729, 2024 | 3 | 2024 |
| The Challenge of Disproportionate Importance of Temporal Features in Predicting HPC Power Consumption C Li, AM Karimi, W Shin, H Qi, F Wang 2021 IEEE International Conference on Cluster Computing (CLUSTER), 632-636, 2021 | 3 | 2021 |
| Power profile monitoring and tracking evolution of system-wide hpc workloads AM Karimi, NS Sattar, W Shin, F Wang 2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024 | 2 | 2024 |
