| Forecasting groundwater table in a flood prone coastal city with long short-term memory and recurrent neural networks BD Bowes, JM Sadler, MM Morsy, M Behl, JL Goodall Water 11 (5), 1098, 2019 | 146 | 2019 |
| Leveraging open source software and parallel computing for model predictive control of urban drainage systems using EPA-SWMM5 JM Sadler, JL Goodall, M Behl, MM Morsy, TB Culver, BD Bowes Environmental Modelling & Software 120, 104484, 2019 | 80 | 2019 |
| Exploring real-time control of stormwater systems for mitigating flood risk due to sea level rise JM Sadler, JL Goodall, M Behl, BD Bowes, MM Morsy Journal of Hydrology 583, 124571, 2020 | 69 | 2020 |
| Flood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learning BD Bowes, A Tavakoli, C Wang, A Heydarian, M Behl, PA Beling, ... Journal of Hydroinformatics 23 (3), 529-547, 2021 | 61 | 2021 |
| Deep reinforcement learning with uncertain data for real-time stormwater system control and flood mitigation SM Saliba, BD Bowes, S Adams, PA Beling, JL Goodall Water 12 (11), 3222, 2020 | 39 | 2020 |
| Estimating potential climate change effects on the upper neuse watershed water balance using the SWAT model MB Ercan, I Maghami, BD Bowes, MM Morsy, JL Goodall JAWRA Journal of the American Water Resources Association 56 (1), 53-67, 2020 | 33 | 2020 |
| Reinforcement learning-based real-time control of coastal urban stormwater systems to mitigate flooding and improve water quality BD Bowes, C Wang, MB Ercan, TB Culver, PA Beling, JL Goodall Environmental Science: Water Research & Technology 8 (10), 2065-2086, 2022 | 29 | 2022 |
| The impact of projected climate change scenarios on nitrogen yield at a regional scale for the contiguous United States MJ Alam, JL Goodall, BD Bowes, EH Girvetz JAWRA Journal of the American Water Resources Association 53 (4), 854-870, 2017 | 22 | 2017 |
| pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms SP Rimer, A Mullapudi, SC Troutman, G Ewing, BD Bowes, AA Akin, ... Environmental Modelling & Software 162, 105635, 2023 | 15 | 2023 |
| Enhancing Efficacy of Water Quality Trading with Automation: A Case Study in Virginia’s Nutrient Trading Program L Saby, JL Goodall, LE Band, BD Bowes, M Fults JAWRA Journal of the American Water Resources Association 57 (3), 374-390, 2021 | 10 | 2021 |
| Forecasting Groundwater Table in a Flood Prone Coastal City with Long Short-Term Memory and Recurrent Neural Networks, Water, 11, 1098 BD Bowes, JM Sadler, MM Morsy, M Behl, JL Goodall | 10 | 2019 |
| Smart Stormwater Control Systems: A Reinforcement Learning Approach C Wang, B Bowes, A Tavakoli, S Adams, J Goodall, P Beling Proceedings of the 17th ISCRAM Conference – Blacksburg, VA, USA May 2020, 2020 | 9 | 2020 |
| Forecasting groundwater table in a flood prone coastal city with long short-term memory and recurrent neural networks. Water, 11 (5), 1098 BD Bowes, JM Sadler, MM Morsy, M Behl, JL Goodall | 7 | 2019 |
| Deep Reinforcement Learning with Uncertain Data for Real-Time Stormwater System Control and Flood Mitigation. Water 12 (11), 3222 SM Saliba, BD Bowes, S Adams, PA Beling, JL Goodall | 5 | 2020 |
| Reinforcement Learning for Flooding Mitigation in Complex Stormwater Systems during Large Storms C Wang, BD Bowes, PA Beling, JL Goodall IEEE EUROCON 2021-19th International Conference on Smart Technologies, 274-279, 2021 | 4 | 2021 |
| Toward Forecasting Groundwater Table in Flood Prone Coastal Cities Using Long Short-term Memory and Recurrent Neural Networks BD Bowes, JL Goodall, JM Sadler, MM Morsy, M Behl AGU Fall Meeting Abstracts 2018, H21J-1776, 2018 | 3 | 2018 |
| Collaboration Among Apparently Incommensurable Expertises: A Case Study of Combining Expertises and Perspectives to Manage Climate Change in Coastal Virginia ME Gorman, Z Zhang, KD Fauss, BD Bowes The Third Wave in Science and Technology Studies: Future Research Directions …, 2019 | 2 | 2019 |
| A geographic information system approach for estimating state‐wide water quality credit need: Application for planned transportation projects in Virginia JD Nelson, BD Bowes, L Saby, M Shafiee‐Jood, JL Goodall JAWRA Journal of the American Water Resources Association 60 (2), 652-666, 2024 | | 2024 |
| Data-Driven Model Predictive Control For Real-Time Stormwater Management J Ning, BD Bowes, JL Goodall, M Behl 2022 American Control Conference (ACC), 1438-1443, 2022 | | 2022 |
| Mitigation of Flooding in Stormwater Systems Utilizing Imperfect Forecasting and Sensor Data with Deep Deterministic Policy Gradient Reinforcement Learning S Saliba, B Bowes, S Adams, P Beling, J Goodall Preprints, 2020 | | 2020 |
Jonathan L. GoodallUniversity of VirginiaZweryfikowany adres z virginia.edu