| Structural damage detection using deep learning of ultrasonic guided waves J Melville, KS Alguri, C Deemer, JB Harley AIP conference proceedings 1949 (1), 2018 | 89 | 2018 |
| Baseline-free guided wave damage detection with surrogate data and dictionary learning KS Alguri, J Melville, JB Harley The Journal of the Acoustical Society of America 143 (6), 3807-3818, 2018 | 56 | 2018 |
| A novel physics-regularized interpretable machine learning model for grain growth W Yan, J Melville, V Yadav, K Everett, L Yang, MS Kesler, AR Krause, ... Materials & Design 222, 111032, 2022 | 30* | 2022 |
| Design of housing and mesh spacer supports for salinity gradient hydroelectric power generation using pressure retarded osmosis TTD Tran, C Bianchi, J Melville, KK Park, AD Smith 2015 IEEE Conference on Technologies for Sustainability (SusTech), 141-147, 2015 | 11 | 2015 |
| A triple junction energy study using an inclination-dependent anisotropic Monte Carlo Potts grain growth model L Yang, V Yadav, J Melville, JB Harley, AR Krause, MR Tonks Materials & Design 239, 112763, 2024 | 5 | 2024 |
| A new efficient grain growth model using a random Gaussian-sampled mode filter J Melville, V Yadav, L Yang, AR Krause, MR Tonks, JB Harley Materials & Design 237, 112604, 2024 | 4 | 2024 |
| Anisotropic physics-regularized interpretable machine learning of microstructure evolution J Melville, V Yadav, L Yang, AR Krause, MR Tonks, JB Harley Computational Materials Science 238, 112941, 2024 | 3 | 2024 |
| Methods for data-centric small satellite anomaly detection and fault prediction J Melville, JB Harley, M Lopez, M Crabtree, S Lacy | 3 | 2022 |
| Overcoming complexities: Damage detection using dictionary learning framework KS Alguri, J Melville, C Deemer, JB Harley AIP Conference Proceedings 1949 (1), 2018 | 3 | 2018 |
| Leveraging Machine Learning Frameworks for Efficient, Data Driven Grain Growth Models J Melville University of Florida, 2023 | | 2023 |
| Towards deep convolutional neural network-based transfer learning for structural health monitoring with partial wavefield scans (Conference Presentation) X Tang, P Cao, J Melville, KS Alguri, J Harley, S Mandal Nondestructive Characterization and Monitoring of Advanced Materials …, 2019 | | 2019 |
| Structural Damage Detection Using Dictionary Learning J Melville The University of Utah, 2017 | | 2017 |