Real-time monitoring and prediction of water quality parameters and algae concentrations using microbial potentiometric sensor signals and machine learning tools D Saboe, H Ghasemi, MM Gao, M Samardzic, KD Hristovski, D Boscovic, ... Science of the Total Environment 764, 142876, 2021 | 56 | 2021 |
Accurate Prediction of Streamflow Using Long Short-term Memory Network: A Case Study in the Brazos River Basin in Texas H Ghasemi Damavandi, R Shah, D Stampoulis, J Sabo, D Boscovic International Journal of Environmental Science and Development, 2019 | 35 | 2019 |
Interpreting comprehensive two-dimensional gas chromatography using peak topography maps with application to petroleum forensics H Ghasemi Damavandi, A Sen Gupta, RK Nelson, CM Reddy Chemistry Central Journal 10 (1), 75, 2016 | 22 | 2016 |
Using Satellite Remote Sensing and Machine Learning Techniques Towards Precipitation Prediction and Vegetation Classification D Stampoulis, H Ghasemi Damavandi, D Boscovic, J Sabo Journal of Environmental Informatics, 2019 | 19 | 2019 |
Machine learning classifies predictive kinematic features in a mouse model of neurodegeneration R Huang, AA Nikooyan, B Xu, MS Joseph, HG Damavandi, N von Trotha, ... Scientific reports 11 (1), 3950, 2021 | 9 | 2021 |
An active learning based prediction of epidural stimulation outcome in spinal cord injury patients using dynamic sample weighting M Kachuee, LD Moore, T Homsey, HG Damavandi, B Moatamed, ... 2017 IEEE International Conference on Healthcare Informatics (ICHI), 478-483, 2017 | 6 | 2017 |
A learning framework for an accurate prediction of rainfall rates HG Damavandi, R Shah arXiv preprint arXiv:1901.05885, 2019 | 4 | 2019 |
Robust oil-spill forensics and petroleum source differentiation using quantized peak topography maps HG Damavandi, AS Gupta, G Canahuate, CM Reddy, R Nelson arXiv preprint arXiv:1807.07484, 2018 | 3 | 2018 |
Signal variability and data compression considerations for petroleum forensics in two-dimensional gas chromatography HG Damavandi, AS Gupta, RK Nelson, CM Reddy OCEANS 2017-Aberdeen, 1-4, 2017 | 3 | 2017 |
Compressed forensic source image using source pattern map HG Damavandi, AS Gupta, R Nelson, C Reddy 2016 Data Compression Conference (DCC), 596-596, 2016 | 3 | 2016 |
Oil-spill forensics using two-dimensional gas chromatography: differentiating highly correlated petroleum sources using peak manifold clusters H Ghasemi Damavandi, A Sen Gupta, R Nelson, C Reddy Proceedings of the asilomar conference on signals, systems and computers …, 2015 | 3 | 2015 |
Oil-spill forensics using two-dimensional gas chromatography: Differentiating highly correlated petroleum sources using peak manifold clusters HG Damavandi, AS Gupta, C Reddy, R Nelson 2015 49th Asilomar Conference on Signals, Systems and Computers, 1589-1592, 2015 | 3 | 2015 |
Compound-cognizant feature compression of gas chromatographic data to facilitate environmental forensics HG Damavandi, AS Gupta, C Reddy, R Nelson 2015 Data Compression Conference, 443-443, 2015 | 3 | 2015 |
Design principles for engineering wetlands to improve resilience of coupled built and natural water infrastructure R Shah, Y Tsai, D Stampoulis, HG Damavandi, J Sabo Environmental Research Letters 18 (11), 114045, 2023 | 1 | 2023 |
Machine Learning: An Efficient Alternative to the Variable Infiltration Capacity Model for an Accurate Simulation of Runoff Rates H Ghasemi Damavandi, D Stampoulis, R Shah, Y Wei, D Boscovic, ... International Journal of Environmental Science and Development, 2019 | 1 | 2019 |
Artificial intelligence as an efficient alternative to the conventional hydrological modelling for groundwater forecasting S Shah, H Ghasemi Damavandi, L Huang, D Stampoulis, R Shah, Y Tsai, ... AGU Fall Meeting Abstracts 2018, H21J-1782, 2018 | 1 | 2018 |
Data analytics, interpretation and machine learning for environmental forensics using peak mapping methods HG Damavandi The University of Iowa, 2016 | 1 | 2016 |
Designing Portfolio of Wetlands to Improve Flood Resilience in the Brazos Basin of Texas. R Shah, Y Tsai, D Stampoulis, HG Damavandi, JL Sabo AGU23, 2023 | | 2023 |
Designing combination of natural infrastructures to improve flood mitigation in the Brazos basin. R Shah, D Stampoulis, H Ghasemi Damavandi, Y Tsai, T Sinha, ... AGU Fall Meeting Abstracts 2022, H25N-1274, 2022 | | 2022 |
Designing constructed wetlands to improve flood resilience of the Brazos river basin in Texas. R Shah, D Stampoulis, H Ghasemi Damavandi, H Gao, D Yamazaki, ... AGU Fall Meeting Abstracts 2021, H25U-1256, 2021 | | 2021 |