Benjamin D. Bowes
机构: Paradigm Environmental, Inc.
每年引用次数
引用次数
引用: 456
H-指数: 9
I10-指数 : 8
出版物: 25
Toward Forecasting Groundwater Table in Flood Prone Coastal Cities Using Long Short-term Memory and Recurrent Neural Networks
M. Behl , M. M. Morsy , J. L. Goodall , B. D. Bowes
AGUFM 2018
2018
Reinforcement learning-based real-time control of coastal urban stormwater systems to mitigate flooding and improve water quality
Benjamin D Bowes , Cheng Wang , Mehmet B Ercan , Teresa B Culver
Environmental Science: Water Research \& Technology 8 ( 10) 2065 -2086
2
2022
pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms
Sara P Rimer , Abhiram Mullapudi , Sara C Troutman , Gregory Ewing
arXiv preprint arXiv:2110.12289
2
2021
Reinforcement Learning for Flooding Mitigation in Complex Stormwater Systems during Large Storms
Cheng Wang , Benjamin D Bowes , Peter A Beling , Jonathan L Goodall
Smpte Journal 274 -279
1
2021
Data-Driven Model Predictive Control For Real-Time Stormwater Management
Jingyun Ning , Benjamin D Bowes , Jonathan L Goodall , Madhur Behl
2022 American Control Conference (ACC) 1438 -1443
2022
A geographic information system approach for estimating state‐wide water quality credit need: Application for planned transportation projects in Virginia
Jacob D Nelson , Benjamin D Bowes , Linnea Saby , Majid Shafiee‐Jood
JAWRA Journal of the American Water Resources Association
2024
Collaboration Among Apparently Incommensurable Expertises: A Case Study of Combining Expertises and Perspectives to Manage Climate Change in Coastal Virginia
Michael E Gorman , Zihao Zhang , Kristina D Fauss , Benjamin D Bowes
The Third Wave in Science and Technology Studies: Future Research Directions on Expertise and Experience 255 -272
2
2019
The Impact of Projected Climate Change Scenarios on Nitrogen Yield at a Regional Scale for the Contiguous United States
Md Jahangir Alam , Jonathan L Goodall , Benjamin D Bowes , Evan H Girvetz
JAWRA Journal of the American Water Resources Association 53 ( 4) 854 -870
14
2017
Water Research & Technology
Ya Chen , Jinshao Ye , Chongshu Li , Pulin Zhou
Corrected Proof
Madhuri Dubey , Ashok Mishra , Rajendra Singh
Enhancing Efficacy of Water Quality Trading with Automation: A Case Study in Virginia’s Nutrient Trading Program
Lawrence E. Band , Jonathan L. Goodall , Benjamin D. Bowes , Linnea Saby
Journal of The American Water Resources Association
2021
Deep Reinforcement Learning with Uncertain Data for Real-Time Stormwater System Control and Flood Mitigation
Sami M. Saliba , Benjamin D. Bowes , Stephen Adams , Peter A. Beling
Water 12 ( 11) 3222
17
2020
Exploring real-time control of stormwater systems for mitigating flood risk due to sea level rise
Jeffrey M. Sadler , Jonathan L. Goodall , Madhur Behl , Benjamin D. Bowes
Journal of Hydrology 583 124571
32
2020
Forecasting Groundwater Table in a Flood Prone Coastal City with Long Short-term Memory and Recurrent Neural Networks
Jonathan L. Goodall , Benjamin D. Bowes , Jeffrey M. Sadler , Mohamed M. Morsy
Water 11 ( 5) 1098
81
2019
Flood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learning
Benjamin D. Bowes , Arash Tavakoli , Cheng Wang , Arsalan Heydarian
Journal of Hydroinformatics 23 ( 3) 529 -547
4
2021
Leveraging open source software and parallel computing for model predictive control of urban drainage systems using EPA-SWMM5
Jeffrey M. Sadler , Jonathan L. Goodall , Madhur Behl , Mohamed M. Morsy
Environmental Modelling and Software 120 104484
10
2019
Estimating Potential Climate Change Effects on the Upper Neuse Watershed Water Balance Using the SWAT Model
Mehmet B. Ercan , Iman Maghami , Benjamin D. Bowes , Mohamed M. Morsy
Journal of The American Water Resources Association 56 ( 1) 53 -67
5
2020
Mitigation of Flooding in Stormwater Systems Utilizing Imperfect Forecasting and Sensor Data with Deep Deterministic Policy Gradient Reinforcement Learning
Sami Saliba , Benjamin Bowes , Stephen Adams , Peter Beling
Preprints
2020
Nuisance Flooding in Coastal Communities: Real-time Modeling and Decision Support to Improve Transportation Infrastructure Resilience
Jonathan L Goodall , Madhur Behl , Benjamin Bowes , Brad Campbell
EGU General Assembly Conference Abstracts 11464 -11464
2020
Smart Stormwater Control Systems: A Reinforcement Learning Approach
Cheng Wang , Benjamin Bowes , Arash Tavakoli , Stephen Adams
ISCRAM 2020 Conference Proceedings-17th International Conference on Information Systems for Crisis Response and Management 2 -13
8
2020