Deep physical neural networks trained with backpropagation LG Wright, T Onodera, MM Stein, T Wang, DT Schachter, Z Hu, ... Nature 601 (7894), 549-555, 2022 | 439 | 2022 |
Image sensing with multilayer nonlinear optical neural networks T Wang, MM Sohoni, LG Wright, MM Stein, SY Ma, T Onodera, ... Nature Photonics 17 (5), 408-415, 2023 | 73 | 2023 |
Direct measurement of the impact of teaching experimentation in physics labs EM Smith, MM Stein, C Walsh, NG Holmes Physical Review X 10 (1), 011029, 2020 | 73 | 2020 |
How expectations of confirmation influence students’ experimentation decisions in introductory labs EM Smith, MM Stein, NG Holmes Physical Review Physics Education Research 16 (1), 010113, 2020 | 26 | 2020 |
Exploring the effects of omitted variable bias in physics education research C Walsh, MM Stein, R Tapping, EM Smith, NG Holmes Physical Review Physics Education Research 17 (1), 010119, 2021 | 19 | 2021 |
Confirming what we know: Understanding questionable research practices in intro physics labs MM Stein, EM Smith, NG Holmes arXiv preprint arXiv:1807.04716, 2018 | 16 | 2018 |
Student interpretations of uncertainty in classical and quantum mechanics experiments MM Stein, C White, G Passante, NG Holmes 2019 Physics Education Research Conference Proceedings, 2020 | 10 | 2020 |
Surprise! Shifting students away from model-verifying frames in physics labs EM Smith, MM Stein, NG Holmes arXiv preprint arXiv:1807.04710, 2018 | 8 | 2018 |
Sense of agency, gender, and students' perception in open-ended physics labs ZY Kalender, M Stein, NG Holmes arXiv preprint arXiv:2007.07427, 2020 | 7 | 2020 |
Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems (2021) LG Wright, T Onodera, MM Stein, T Wang, DT Schachter, Z Hu, ... arXiv preprint arXiv:2104.13386, 0 | 5 | |
Scaling on-chip photonic neural processors using arbitrarily programmable wave propagation T Onodera, MM Stein, BA Ash, MM Sohoni, M Bosch, R Yanagimoto, ... arXiv preprint arXiv:2402.17750, 2024 | 2 | 2024 |
Deep nonlinear optical neural networks using physics-aware training LG Wright, T Onodera, MM Stein, T Wang, DT Schachter, Z Hu, ... CLEO: QELS_Fundamental Science, FF1A. 4, 2021 | 2 | 2021 |
Questionable research practices in introductory physics labs MM Stein, EM Smith, NG Holmes Bulletin of the American Physical Society 65, 2020 | 1 | 2020 |
Arbitrarily programmable wave propagation on a photonic chip MM Stein, T Onodera, BA Ash, MM Sohoni, M Bosch, R Yanagimoto, ... Machine Learning in Photonics 13017, 96-99, 2024 | | 2024 |
PHYSICS AWARE TRAINING FOR DEEP PHYSICAL NEURAL NETWORKS LG Wright, T Onodera, PL Mcmahon, M Stein US Patent App. 18/287,808, 2024 | | 2024 |
A fully programmable on-chip planar waveguide for machine learning M Stein, T Onodera, BA Ash, MM Sohoni, M Bosch, R Yanagimoto, ... AI and Optical Data Sciences V, PC1290311, 2024 | | 2024 |
Machine learning with complex wave propagation in inverse-designed photonic device T Onodera, M Stein, B Ash, L Wright, P McMahon AI and Optical Data Sciences V, PC1290303, 2024 | | 2024 |
Multi-purpose Image Sensors with Nonlinear Optical Neural Networks T Wang, MM Sohoni, LG Wright, MM Stein, SY Ma, T Onodera, ... Laser Science, FW5A. 2, 2023 | | 2023 |
Image Sensors Based on Nonlinear Optical Neural Networks MM Sohoni, T Wang, LG Wright, MM Stein, SY Ma, T Onodera, ... CLEO: Science and Innovations, STu4F. 3, 2023 | | 2023 |
Applications of digital micromirror devices in photonic neural networks T Wang, MM Sohoni, SY Ma, LG Wright, T Onodera, MM Stein, ... Emerging Digital Micromirror Device Based Systems and Applications XV, PC1243501, 2023 | | 2023 |