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Aggrey Muhebwa
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Year
Assigning a grade: Accurate measurement of road quality using satellite imagery
G Cadamuro, A Muhebwa, J Taneja
arXiv preprint arXiv:1812.01699, 2018
302018
Street smarts: measuring intercity road quality using deep learning on satellite imagery
G Cadamuro, A Muhebwa, J Taneja
Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable …, 2019
232019
A framework for estimating global river discharge from the Surface Water and Ocean Topography satellite mission
M Durand, CJ Gleason, TM Pavelsky, R Prata de Moraes Frasson, ...
Water Resources Research 59 (4), e2021WR031614, 2023
132023
Fish and chips: converting fishing boats for electric mobility to serve as minigrid anchor loads
J Lukuyu, A Muhebwa, J Taneja
Proceedings of the Eleventh ACM International Conference on Future Energy …, 2020
112020
A framework for estimating global river discharge from the Surface Water and Ocean Topography satellite mission
M Durand, CJ Gleason, TM Pavelsky, RP de Moraes Frasson, MJ Turmon, ...
Authorea Preprints, 2022
32022
Pixel Perfect: Using Vision Transformers to Improve Road Quality Predictions from Medium Resolution and Heterogeneous Satellite Imagery
A Muhebwa, G Cadamuro, J Taneja
ACM Journal on Computing and Sustainable Societies 1 (1), 1-17, 2023
12023
Towards improved global river discharge prediction in ungauged basins using machine learning and satellite observations
A Muhebwa, S Wi, CJ Gleason, J Taneja
NeurIPS, 2021
12021
Improving Discharge Predictions in Ungauged Basins: Harnessing the Power of Disaggregated Data Modeling and Machine Learning
A Muhebwa, CJ Gleason, D Feng, J Taneja
Authorea Preprints, 2024
2024
Incorporating Machine Learning with Satellite Data to Support Critical Infrastructure Measurement and Sustainable Development
A Muhebwa
2024
Leveraging Large Language Models to Create Translatable Water Reports from Publicly Available Data Sources
A Muhebwa, K Osman
AGU23, 2023
2023
Powering Sustainable Industrial Development in Sub-Saharan Africa: Examining the Role of Location in Fostering Electricity-Driven Manufacturing Productivity
O Obinegbo, K Osman, A Muhebwa
AGU23, 2023
2023
One Model to Rule Them All: A Ubiquitous Data Modeling Approach to Improved Temporal-Spatial Learning of Physics Guided Machine Learning Models in Hydrology
A Muhebwa, CJ Gleason, D Feng, J Taneja
AGU Fall Meeting Abstracts 2022, H36C-06, 2022
2022
A global framework for SWOT discharge with examples from the Ohio River
MT Durand, CJ Gleason, T Pavelsky, RPM Frasson, M Turmon, CH David, ...
AGU Fall Meeting Abstracts 2022, OS25C-02, 2022
2022
Towards Fair and Explainable Machine Learning Models in Hydrology
A Muhebwa, D Feng, CJ Gleason, S Wi, J Taneja
Frontiers in Hydrology 2022, 234-124, 2022
2022
Towards Remote River Discharge Prediction Using Machine Learning and Satellite Observations under Data Scarcity
A Muhebwa, S Wi, C Gleason, J Taneja
AGU Fall Meeting Abstracts 2021, H33F-01, 2021
2021
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