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Benjamin D. Bowes
Benjamin D. Bowes
Paradigm Environmental, Inc.
Verified email at virginia.edu
Title
Cited by
Cited by
Year
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
1182019
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
652019
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
562020
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
482021
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
292020
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
262020
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
182022
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
162017
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
92021
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
82023
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
82020
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
82019
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
52020
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
52019
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
32021
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
32018
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
22019
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, 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
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Articles 1–20