Dr. Abubakr Muhammad is an associate professor and chair of electrical engineering, the founding director of the Center for Water Informatics & Technology (WIT), and the lead for NCRA National Agricultural Robotics Lab at LUMS. He received his Ph.D. in Electrical Engineering in 2005 from Georgia Institute of Technology, USA winning an institute-wide best Ph.D. Dissertation Award. He received master's degrees in mathematics and electrical engineering from Georgia Tech and was a postdoctoral researcher at the University of Pennsylvania and McGill University. Since 2008, his research group at LUMS is doing applied research in robotics, automation and AI with applications to water, agriculture, and environmental issues. He serves on various advisory panels to government agencies and industry in Pakistan on water, climate and agricultural policy, especially on the use of emerging digital technologies for these sectors.
| Title | Publication | Author | Year |
|---|---|---|---|
| A Dynamic Socio-Hydrological Model of the Irrigation Efficiency Paradox | Water Resources Research | 2021 | |
| Demand-based water allocation in irrigation systems using mechanism design: A case study from Pakistan | Agricultural Water Management | 2021 | |
| Transboundary cooperation a potential route to sustainable development in the Indus basin | Nature Sustainability | 2021 | |
| Vehicle specific robust traversability indices using roadmaps on 3D pointclouds | International Journal of Intelligent Robotics and Applications | 2020 | |
| Stability and Sustainability of a Networked Resource Consumption Model | IEEE Transactions on Network Science and Engineering | 2020 | |
| A Simple Framework for Context-Aware Driver Performance | 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020 | 2020 | |
| The NExus Solutions Tool (NEST) v1.0: An open platform for optimizing multi-scale energy-water-land system transformations | Geoscientific Model Development | 2020 | |
| MPC Based Soil Moisture Regulation of a Canal-Connected Crop Field | IFAC-PapersOnLine | 2020 | |
| A VCG Mechanism for Demand Management of Irrigation Systems | IFAC-PapersOnLine | 2020 | |
| State Estimation in 2D Hydrological Models using Lagrangian Sensors and Low Resolution Elevation Maps | IFAC-PapersOnLine | 2020 | |
| Analysis and improvements in apriltag based state estimation | Sensors (Switzerland) | 2019 | |
| Design of Sustainable Resource Consumption Networks | Proceedings of the IEEE Conference on Decision and Control | 2019 | |
| Co-designing Indus Water-Energy-Land Futures | One Earth | 2019 | |
| Towards regulating consumption in a socio-hydrological model for groundwater extraction | IFAC-PapersOnLine | 2019 | |
| Data assimilation of mobile sensors in hydrological models of unsteady flow | IFAC-PapersOnLine | 2019 | |
| Stability of Leaderless Resource Consumption Networks | Proceedings of the IEEE Conference on Decision and Control | 2019 | |
| Autonomous Canal Following by a Micro-Aerial Vehicle Using Deep CNN | IFAC-PapersOnLine | 2019 | |
| Spatially distributed water quality monitoring using floating sensors | Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society | 2018 | |
| Socio-hydrological assessment of water security in canal irrigation systems: A conjoint quantitative analysis of equity and reliability | Water Security | 2018 | |
| Socio-Hydrology of Channel Flows in Complex River Basins: Rivers, Canals, and Distributaries in Punjab, Pakistan | Water Resources Research | 2018 | |
| Learning through fictitious play in a game-theoretic model of natural resource consumption | IEEE Control Systems Letters | 2018 | |
| Performance evaluation of IEEE 802.15.4-compliant smart water meters for automating large-scale waterways | Proceedings of the 2017 IEEE 9th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2017 | 2017 | |
| Structural Effects and Aggregation in a Social-Network Model of Natural Resource Consumption | IFAC-PapersOnLine | 2017 | |
| Compressive sensing on the sphere: Slepian functions for applications in geophysics | Compressive Sensing of Earth Observations | 2017 | |
| Road traversability analysis using network properties of roadmaps | IEEE International Conference on Intelligent Robots and Systems | 2016 |