引用次数
引用: 410
H-指数: 7
I10-指数 : 6
出版物: 18
Statistical Learning Approaches For The Control Of Stormwater Systems
Abhiram Mullapudi
2020
Open-Storm Detroit Dynamics
Abhiram Mullapudi , Sara C. Troutman , Branko Kerkez , Wendy Barrott
Open-Storm Detroit Dynamics 31 ( 7) 28 -35
2019
A benchmarking framework for control and optimization of smart stormwater networks: demo abstract
Sara P. Rimer , Abhiram Mullapudi , Sara C. Troutman , Branko Kerkez
international conference on cyber-physical systems 350 -351
1
2019
Emerging investigators series: building a theory for smart stormwater systems
Abhiram Mullapudi , Brandon P. Wong , Branko Kerkez
Environmental Science: Water Research & Technology 3 ( 1) 66 -77
26
2017
Shaping Streamflow Using a Real-Time Stormwater Control Network.
Abhiram Mullapudi , Matthew Bartos , Brandon Wong , Branko Kerkez
Sensors 18 ( 7) 2259
9
2018
Deep reinforcement learning for the real time control of stormwater systems
Abhiram Mullapudi , Matthew J. Lewis , Cyndee L. Gruden , Branko Kerkez
Advances in Water Resources 140 103600
50
2020
rrcf: Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
Matthew Bartos , Abhiram Mullapudi , Sara Troutman
Journal of Open Source Software 4 ( 35) 1336
5
2019
PySWMM: The Python Interface to Stormwater Management Model (SWMM)
Bryant McDonnell , Katherine Ratliff , Michael Tryby , Jennifer Wu
Journal of Open Source Software 5 ( 52) 2292
49
2020
Improvement of phosphorus removal in bioretention cells using real-time control
Brooke E Mason , Abhiram Mullapudi , Cyndee Gruden , Branko Kerkez
Urban Water Journal 19 ( 9) 992 -998
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
StormReactor: An open-source Python package for the integrated modeling of urban water quality and water balance
Brooke E Mason , Abhiram Mullapudi , Branko Kerkez
Environmental Modelling & Software 145 105175 -105175
7
2021
Autonomous control of urban storm water networks using reinforcement learning
Abhiram Mullapudi , Branko Kerkez
EPiC Series in Engineering 3 1465 -1469
7
2018
Identification of stormwater control strategies and their associated uncertainties using Bayesian Optimization
Abhiram Mullapudi , Branko Kerkez
arXiv preprint arXiv:2305.18630
2023
Hydroinformatics Blog-A Case for Open Source-based Digital Water Systems
Abhiram Mullapudi
Using Agent-Based Modeling to Enhance System-Level Real-time Control of Urban Stormwater Systems
A. M. Mullapudi , B. Kerkez , S. Rimer
AGUFM 2017
2017
Toward city-scale water quality control: building a theory for smart stormwater systems
A. M. Mullapudi , B. Kerkez , B. P. Wong
AGU Fall Meeting Abstracts 2016
2016
PySWMM: the python interface to stormwater management model (SWMM). J Open Source Softw 5: 2292
B McDonnell , K Ratliff , M Tryby , J Wu
4
2020
A Benchmarking Library for Making Smart Stormwater Research Accessible
A. Mullapudi , S. Troutman , B. Kerkez , S. Rimer
AGU Fall Meeting Abstracts 2019
2019