| Neural network-based classification of string-level IV curves from physically-induced failures of photovoltaic modules MW Hopwood, T Gunda, H Seigneur, J Walters IEEE Access 8, 161480-161487, 2020 | 18 | 2020 |
| The impact of cracked solar cells on solar panel energy delivery AM Gabor, EJ Schneller, H Seigneur, MW Rowell, D Colvin, M Hopwood, ... 2020 47th IEEE photovoltaic specialists conference (PVSC), 0810-0813, 2020 | 14 | 2020 |
| Classification of photovoltaic failures with hidden markov modeling, an unsupervised statistical approach MW Hopwood, L Patel, T Gunda Energies 15 (14), 5104, 2022 | 6 | 2022 |
| Physics-based method for generating fully synthetic iv curve training datasets for machine learning classification of pv failures MW Hopwood, JS Stein, JL Braid, HP Seigneur Energies 15 (14), 5085, 2022 | 6 | 2022 |
| An assessment of the value of principal component analysis for photovoltaic IV trace classification of physically-induced failures M Hopwood, T Gunda, H Seigneur, J Walters 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 0798-0802, 2020 | 6 | 2020 |
| pvOps: Improving operational assessments through data fusion H Mendoza, M Hopwood, T Gunda 2021 IEEE 48th Photovoltaic Specialists Conference (PVSC), 0112-0119, 2021 | 5 | 2021 |
| Generation of data-driven expected energy models for photovoltaic systems MW Hopwood, T Gunda Applied Sciences 12 (4), 1872, 2022 | 4 | 2022 |
| Exploring the value of nodes with multicommunity membership for classification with graph convolutional neural networks M Hopwood, P Pho, AV Mantzaris Information 12 (4), 170, 2021 | 4 | 2021 |
| Experimental methods to replicate power loss of pv modules in the field for the purpose of fault detection algorithm development J Walters, H Seigneur, E Schneller, M Matam, M Hopwood 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC), 1410-1413, 2019 | 3 | 2019 |
| Tagasaurus, a tool to assist manual image tagging and the creation of image collections AV Mantzaris, R Pandohie, M Hopwood, P Pho, D Ehling Software Impacts 10, 100157, 2021 | 2 | 2021 |
| Introducing tagasaurus, an approach to reduce cognitive fatigue from long-term interface usage when storing descriptions and impressions from photographs AV Mantzaris, R Pandohie, M Hopwood, P Pho, D Ehling, TG Walker Technologies 9 (3), 45, 2021 | 2 | 2021 |
| Exploring a link between network topology and active learning M Hopwood, P Pho, AV Mantzaris 2021 Twelfth International Conference on Ubiquitous and Future Networks …, 2021 | 1 | 2021 |
| pvOps: a Python package for empirical analysis of photovoltaic field data KL Bonney, T Gunda, MW Hopwood, H Mendoza, ND Jackson Journal of Open Source Software 8 (SAND-2023-13746J), 2023 | | 2023 |
| pvOps: a Python package for empirical analysis of photovoltaic field data KL Bonney, T Gunda, MW Hopwood, H Mendoza, ND Jackson Journal of Open Source Software 8 (91), 5755, 2023 | | 2023 |
| One-class systems seamlessly fit in the forward-forward algorithm M Hopwood arXiv preprint arXiv:2306.15188, 2023 | | 2023 |
| Probabilistic detection of high-dimension failures in complex systems: A case study of photovoltaics. M Hopwood, L Patel, T Gunda Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2021 | | 2021 |
| Exploring the strength of weak ties to direct active learning for community label prediction. MW Hopwood, P Pho, A Mantzaris Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2021 | | 2021 |
| Introducing Tagasaurus, an Approach to Reduce Cognitive Fatigue from Long-Term Interface Usage When Storing Descriptions and Impressions from Photographs. Technologies 2021, 9, 45 AV Mantzaris, R Pandohie, M Hopwood, P Pho, D Ehling, TG Walker s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2021 | | 2021 |
| Generating actionable information through the fusion of text and timeseries data: A case study of extreme weather effects at Photovoltaic plants. M Hopwood, H Mendoza, T Gunda Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020 | | 2020 |
