Machine Learning Emulation of Interactive Atmospheric Composition for NASA GISS Earth System Model
Authors: Erfani, Mohammad; Lamb, Kara; Bauer, Susanne; Tsigaridis, Kostas; van Lier-Walqui, Marcus; Schmidt, Gavin
Journal: Journal of Geophysical Research: Machine Learning and Computation
Publisher: Wiley Online Library
Status: Under Review
Bankfull and mean-flow channel geometry estimation through machine learning algorithms across the contiguous United States (CONUS)
Authors: Zarrabi, Reihaneh; McDermott, Riley; Erfani, Mohammad; Cohen, Sagy
Journal: Water Resources Research, Volume 61, Issue 2, 2025
Publisher: Wiley Online Library
DOI: 10.1029/2024WR037997
The geometry of flow: advancing predictions of river geometry with multi-model machine learning
Authors: Chang, Shuyu Y; Ghahremani, Zahra; Manuel, Laura; Erfani, Mohammad; Shen, Chaopeng; Cohen, Sagy; Van Meter, Kimberly J; Pierce, Jennifer L; Meselhe, Ehab A; Goharian, Erfan
Journal: Water Resources Research, Volume 60, Issue 10, 2024
Publisher: Wiley Online Library
DOI: 10.1029/2023WR036733
Efficient semi-supervised surface crack segmentation with small datasets based on consistency regularisation and pseudo-labelling
Authors: Shamsabadi, Elyas Asadi; Erfani, Mohammad; Xu, Chang; Dias-da-Costa, Daniel
Journal: Automation in Construction, Volume 158, pages 105181, 2024
Publisher: Elsevier
A large dataset of fluvial hydraulic and geometry attributes derived from USGS field measurement records
Authors: Erfani, Mohammad; Erfani, Mahdi; Cohen, Sagy; Downey, Austin RJ; Goharian, Erfan
Journal: Environmental Modelling & Software, Volume 180, pages 106136, 2024
Publisher: Elsevier
Eye of Horus: a vision-based framework for real-time water level measurement
Authors: Erfani, Mohammad; Smith, Corinne; Wu, Zhenyao; Shamsabadi, Elyas Asadi; Khatami, Farboud; Downey, Austin RJ; Imran, Jasim; Goharian, Erfan
Journal: Hydrology and Earth System Sciences, Volume 27, Number 22, pages 4135-4149, 2023
Vision-based texture and color analysis of waterbody images using computer vision and deep learning techniques
Authors: Erfani, Mohammad; Goharian, Erfan
Journal: Journal of Hydroinformatics, 2023
ATeX: a benchmark for image classification of water in different waterbodies using deep learning approaches
Authors: Erfani, Mohammad; Goharian, Erfan
Journal: Journal of Water Resources Planning and Management, Volume 148, Number 11, pages 04022063, 2022
Publisher: American Society of Civil Engineers
ATLANTIS: a benchmark for semantic segmentation of waterbody images
Authors: Erfani, Mohammad; Wu, Zhenyao; Wu, Xinyi; Wang, Song; Goharian, Erfan
Journal: Environmental Modelling & Software, Volume 149, pages 105333, 2022
Publisher: Elsevier
Statistical analysis of effective variables on the performance of waste storage service using geographical information system and response surface methodology
Authors: Erfani, Mohammad; Danesh, Shahnaz; Karrabi, Seyed Mohsen; Gheibi, Mohammad; Nemati, Samaneh
Journal: Journal of environmental management, Volume 235, pages 453-462, 2019
Publisher: Elsevier
Using applied operations research and geographical information systems to evaluate effective factors in storage service of municipal solid waste management systems
Authors: Erfani, Mohammad; Danesh, Shahnaz; Karrabi, Seyed Mohsen; Shad, Rouzbeh; Nemati, Samaneh
Journal: Waste Management, Volume 79, pages 346-355, 2018
Publisher: Elsevier
A novel approach to find and optimize bin locations and collection routes using a geographic information system
Authors: Erfani, Mohammad; Danesh, Shahnaz; Karrabi, Seyed Mohsen; Shad, Rouzbeh
Journal: Waste Management & Research, Volume 35, Number 7, pages 776-785, 2017
Publisher: SAGE Publications Sage UK: London, England