Benjamin D. Bowes

Benjamin D. Bowes

University of Virginia

H-index: 8

North America-United States

About Benjamin D. Bowes

Benjamin D. Bowes, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of Virginia, specializes in the field of Hydrology, Water Resources Engineering, Machine Learning, Urban Flooding, Real-time Control.

His recent articles reflect a diverse array of research interests and contributions to the field:

A geographic information system approach for estimating state‐wide water quality credit need: Application for planned transportation projects in Virginia

pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms

Data-Driven Model Predictive Control For Real-Time Stormwater Management

Reinforcement learning-based real-time control of coastal urban stormwater systems to mitigate flooding and improve water quality

Reinforcement Learning for Flooding Mitigation in Complex Stormwater Systems during Large Storms

Enhancing Efficacy of Water Quality Trading with Automation: A Case Study in Virginia’s Nutrient Trading Program

Flood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learning

Deep reinforcement learning with uncertain data for real-time stormwater system control and flood mitigation

Benjamin D. Bowes Information

University

Position

Graduate Research Assistant

Citations(all)

377

Citations(since 2020)

375

Cited By

79

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

University of Virginia

Google Scholar

View Google Scholar Profile

Benjamin D. Bowes Skills & Research Interests

Hydrology

Water Resources Engineering

Machine Learning

Urban Flooding

Real-time Control

Top articles of Benjamin D. Bowes

Title

Journal

Author(s)

Publication Date

A geographic information system approach for estimating state‐wide water quality credit need: Application for planned transportation projects in Virginia

JAWRA Journal of the American Water Resources Association

Jacob D Nelson

Benjamin D Bowes

Linnea Saby

Majid Shafiee‐Jood

Jonathan L Goodall

2024

pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms

Environmental Modelling & Software

Sara P Rimer

Abhiram Mullapudi

Sara C Troutman

Gregory Ewing

Benjamin D Bowes

...

2023/4/1

Data-Driven Model Predictive Control For Real-Time Stormwater Management

Jingyun Ning

Benjamin D Bowes

Jonathan L Goodall

Madhur Behl

2022/6/8

Reinforcement learning-based real-time control of coastal urban stormwater systems to mitigate flooding and improve water quality

Environmental Science: Water Research & Technology

Benjamin D Bowes

Cheng Wang

Mehmet B Ercan

Teresa B Culver

Peter A Beling

...

2022

Reinforcement Learning for Flooding Mitigation in Complex Stormwater Systems during Large Storms

Cheng Wang

Benjamin D Bowes

Peter A Beling

Jonathan L Goodall

2021/7/6

Enhancing Efficacy of Water Quality Trading with Automation: A Case Study in Virginia’s Nutrient Trading Program

JAWRA Journal of the American Water Resources Association

Linnea Saby

Jonathan L Goodall

Lawrence E Band

Benjamin D Bowes

Michelle Fults

2021/6

Flood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learning

Journal of Hydroinformatics

Benjamin D Bowes

Arash Tavakoli

Cheng Wang

Arsalan Heydarian

Madhur Behl

...

2021/5/1

Deep reinforcement learning with uncertain data for real-time stormwater system control and flood mitigation

Water

Sami M Saliba

Benjamin D Bowes

Stephen Adams

Peter A Beling

Jonathan L Goodall

2020/11/17

Flood Mitigation in Coastal Urban Communities using Real-time Stormwater Infrastructure Control and Reinforcement Learning

Benjamin Bowes

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

Jonathan Goodall

2020/10/20

Smart Stormwater Control Systems: A Reinforcement Learning Approach

ISCRAM 2020 Conference Proceedings-17th International Conference on Information Systems for Crisis Response and Management

Cheng Wang

Benjamin Bowes

Arash Tavakoli

Stephen Adams

Jonathan Goodall

...

2020

Nuisance Flooding in Coastal Communities: Real-time Modeling and Decision Support to Improve Transportation Infrastructure Resilience

EGU General Assembly Conference Abstracts

Jonathan L Goodall

Madhur Behl

Benjamin Bowes

Brad Campbell

Alex Chen

...

2020/5

Exploring real-time control of stormwater systems for mitigating flood risk due to sea level rise

Journal of Hydrology

Jeffrey M Sadler

Jonathan L Goodall

Madhur Behl

Benjamin D Bowes

Mohamed M Morsy

2020/4/1

Estimating potential climate change effects on the upper neuse watershed water balance using the SWAT model

JAWRA Journal of the American Water Resources Association

Mehmet B Ercan

Iman Maghami

Benjamin D Bowes

Mohamed M Morsy

Jonathan L Goodall

2020/2

See List of Professors in Benjamin D. Bowes University(University of Virginia)

Co-Authors

H-index: 40
Michael E. Gorman

Michael E. Gorman

University of Virginia

H-index: 35
Jonathan L. Goodall

Jonathan L. Goodall

University of Virginia

H-index: 31
Peter A Beling

Peter A Beling

University of Virginia

H-index: 22
Teresa Culver

Teresa Culver

University of Virginia

H-index: 21
Madhur Behl

Madhur Behl

University of Virginia

H-index: 20
Stephen Adams

Stephen Adams

University of Virginia

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