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ORCIDJavad Mohammadi
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2020 – today
- 2024
[j7]Xinran Liu
, Yuzhe Lu, Ali Abbasi, Meiyi Li, Javad Mohammadi, Soheil Kolouri:
Teaching Networks to Solve Optimization Problems. IEEE Access 12: 17102-17113 (2024)- [i25]Kingsley Nweye, Kathryn Kaspar, Giacomo Buscemi, Tiago Fonseca, Giuseppe Pinto, Dipanjan Ghose, Satvik Duddukuru, Pavani Pratapa, Han Li, Javad Mohammadi, Luis Lino Ferreira, Tianzhen Hong, Mohamed Ouf, Alfonso Capozzoli, Zoltán Nagy:
CityLearn v2: Energy-flexible, resilient, occupant-centric, and carbon-aware management of grid-interactive communities. CoRR abs/2405.03848 (2024) - [i24]Meiyi Li, Javad Mohammadi:
Towards Reliable Neural Optimizers: A Permutation Equivariant Neural Approximation for Information Processing Applications. CoRR abs/2407.05499 (2024) - [i23]Nora Agah, Javad Mohammadi, Alex Aved, David Ferris, Erika Ardiles-Cruz, Philip Morrone:
Data Poisoning: An Overlooked Threat to Power Grid Resilience. CoRR abs/2407.14684 (2024) - [i22]Meiyi Li, Javad Mohammadi:
Speeding Ticket: Unveiling the Energy and Emission Burden of AI-Accelerated Distributed and Decentralized Power Dispatch Models. CoRR abs/2408.13968 (2024) - 2023
- [j6]Meiyi Li, Soheil Kolouri, Javad Mohammadi:
Learning to Solve Optimization Problems With Hard Linear Constraints. IEEE Access 11: 59995-60004 (2023) - [c13]Nuno Mendes, Pedro Moura, Jérôme Mendes, Carlos Henggeler Antunes, Javad Mohammadi:
Federated Learning Optimization for Energy Communities in Smart Cities. ISC2 2023: 1-7 - [i21]Kelsey Nelson, Javad Mohammadi, Yu Chen, Erik Blasch, Alex Aved, David Ferris, Erika Ardiles-Cruz, Philip Morrone:
Electric Vehicle Aggregation Review: Benefits and Vulnerabilities of Managing a Growing EV Fleet. CoRR abs/2310.17069 (2023) - [i20]Meiyi Li, Javad Mohammadi:
Machine Learning Infused Distributed Optimization for Coordinating Virtual Power Plant Assets. CoRR abs/2310.17882 (2023) - [i19]Meiyi Li, Javad Mohammadi:
Toward Rapid, Optimal, and Feasible Power Dispatch through Generalized Neural Mapping. CoRR abs/2311.04838 (2023) - [i18]Yuhan Du, Javad Mohammadi:
Equitable Coordination in Multi-agent Power Systems: Impacts of Computation Granularity. CoRR abs/2311.12190 (2023) - [i17]Yuhan Du, Nuno Mendes, Simin Rasouli, Javad Mohammadi, Pedro Moura:
Federated Learning Assisted Distributed Energy Optimization. CoRR abs/2311.13785 (2023) - [i16]Hussein Sharadga, Javad Mohammadi, Constance Crozier, Kyri Baker:
Optimizing Multi-Timestep Security-Constrained Optimal Power Flow for Large Power Grids. CoRR abs/2311.15175 (2023) - 2022
- [c12]Maureen S. Golan, Javad Mohammadi, Erika Ardiles-Cruz, David Ferris, Philip Morrone:
Power Grid Resilience: Data Gaps for Data-Driven Disruption Analysis. DDDAS 2022: 305-314 - [c11]Nuno Mendes, Pedro Moura, Jérôme Mendes, Rodrigo Salles, Javad Mohammadi:
Federated Learning Enabled Prediction of Energy Consumption in Transactive Energy Communities. ISGT-Europe 2022: 1-5 - [i15]Xinran Liu, Yuzhe Lu, Ali Abbasi, Meiyi Li, Javad Mohammadi, Soheil Kolouri:
Teaching Networks to Solve Optimization Problems. CoRR abs/2202.04104 (2022) - [i14]Meiyi Li, Javad Mohammadi, Soummya Kar:
A Fully Decentralized Tuning-free Inexact Projection Method for P2P Energy Trading. CoRR abs/2202.06106 (2022) - [i13]Meiyi Li, Yuhan Du, Javad Mohammadi, Constance Crozier, Kyri Baker, Soummya Kar:
Numerical Comparisons of Linear Power Flow Approximations: Optimality, Feasibility, and Computation Time. CoRR abs/2207.05216 (2022) - [i12]Maureen S. Golan, Javad Mohammadi:
Mapping Disruption Sources in the Power Grid and Implications for Resilience. CoRR abs/2207.08146 (2022) - [i11]Meiyi Li, Soheil Kolouri, Javad Mohammadi:
Learning to Solve Optimization Problems with Hard Linear Constraints. CoRR abs/2208.10611 (2022) - [i10]Kelsey Nelson, Pedro Moura, Javad Mohammadi:
EVs and ERCOT: Future Adoption Scenarios and Grid Implications. CoRR abs/2211.04391 (2022) - 2021
- [c10]Pedro Moura, Greta K. W. Yu, Javad Mohammadi:
Multi-Objective Decision-Making for Transactive Interactions in Vehicle-to-Building Systems. ISGT-Europe 2021: 1-5 - 2020
- [c9]Javad Mohammadi, Jesse Thornburg:
Connecting Distributed Pockets of Energy Flexibility through Federated Computations: Limitations and Possibilities. ICMLA 2020: 1161-1166 - [c8]Pedro Moura, Greta K. W. Yu, Javad Mohammadi:
Management of Electric Vehicles as Flexibility Resource for Optimized Integration of Renewable Energy with Large Buildings. ISGT-Europe 2020: 474-478 - [c7]Juye Kim, Carolyn Goodman, Javad Mohammadi:
CarnegiePLUG: Prosumer-in-the-Loop simUlation Grid. WF-IoT 2020: 1-6 - [i9]Pedro Moura, Greta K. W. Yu, Shubham Sarkar, Javad Mohammadi:
Linking Parking and Electricity Values to Unlock Potentials of Electric Vehicles in Portuguese Buildings. CoRR abs/2005.02804 (2020) - [i8]Pedro Moura, Greta K. W. Yu, Javad Mohammadi:
Management of Electric Vehicles as Flexibility Resource for Optimized Integration of Renewable Energy with Large Buildings. CoRR abs/2005.05760 (2020) - [i7]Juye Kim, Carolyn Goodman, Javad Mohammadi:
CarnegiePLUG: Prosumer-in-the-Loop simUlation Grid. CoRR abs/2005.06597 (2020) - [i6]Fouad Hasan, Amin Kargarian, Javad Mohammadi:
Hybrid Learning Aided Inactive Constraints Filtering Algorithm to Enhance AC OPF Solution Time. CoRR abs/2006.01336 (2020) - [i5]Pedro Moura, Uday Sriram, Javad Mohammadi:
Transactive Community Microgrids to Share Energy Storage Resources in Portugal. CoRR abs/2008.08971 (2020) - [i4]Javad Mohammadi, Jesse Thornburg:
Connecting Distributed Pockets of EnergyFlexibility through Federated Computations: Limitations and Possibilities. CoRR abs/2009.10182 (2020)
2010 – 2019
- 2019
- [j5]M. Hadi Amini, Javad Mohammadi, Soummya Kar:
Distributed Holistic Framework for Smart City Infrastructures: Tale of Interdependent Electrified Transportation Network and Power Grid. IEEE Access 7: 157535-157554 (2019) - [c6]Javad Mohammadi, Soheil Kolouri:
Collaborative Learning Through Shared Collective Knowledge and Local Expertise. MLSP 2019: 1-6 - [c5]M. Hadi Amini, Javad Mohammadi, Soummya Kar:
Distributed Intelligent Algorithm for Interdependent Electrified Transportation and Power Networks. DIVANet 2019: 73-79 - [i3]Ahmed Imteaj, M. Hadi Amini, Javad Mohammadi:
Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks. CoRR abs/1911.07690 (2019) - 2018
- [j4]Javad Mohammadi, Gabriela Hug, Soummya Kar:
Agent-Based Distributed Security Constrained Optimal Power Flow. IEEE Trans. Smart Grid 9(2): 1118-1130 (2018) - [j3]Amin Kargarian, Javad Mohammadi, Junyao Guo, Sambuddha Chakrabarti, Masoud Barati, Gabriela Hug, Soummya Kar, Ross Baldick:
Toward Distributed/Decentralized DC Optimal Power Flow Implementation in Future Electric Power Systems. IEEE Trans. Smart Grid 9(4): 2574-2594 (2018) - [j2]Javad Mohammadi, Gabriela Hug, Soummya Kar:
A Fully Distributed Cooperative Charging Approach for Plug-In Electric Vehicles. IEEE Trans. Smart Grid 9(4): 3507-3518 (2018) - [i2]M. Hadi Amini, Javad Mohammadi, Soummya Kar:
Fully Distributed Cooperative Charging for Plug-in Electric Vehicles in Constrained Power Networks. CoRR abs/1806.11190 (2018) - 2016
- [b1]Javad Mohammadi:
Distributed Computational Methods for Energy Management in Smart Grids. Carnegie Mellon University, USA, 2016 - [c4]Javad Mohammadi, Soummya Kar, Gabriela Hug:
Distributed cooperative charging for plug-in electric vehicles: A consensus+innovations approach. GlobalSIP 2016: 896-900 - [c3]Javad Mohammadi, Marina González Vayá, Soummya Kar, Gabriela Hug:
A fully distributed approach for plug-in electric vehicle charging. PSCC 2016: 1-7 - [i1]Javad Mohammadi, Marina González Vayá, Soummya Kar, Gabriela Hug:
A Fully Distributed Approach for Plug-in Electric Vehicle Charging. CoRR abs/1605.00876 (2016) - 2015
- [c2]Javad Mohammadi, June Zhang, Soummya Kar, Gabriela Hug, José M. F. Moura:
Multilevel distributed approach for DC Optimal Power Flow. GlobalSIP 2015: 1121-1125 - 2014
- [j1]Soummya Kar, Gabriela Hug, Javad Mohammadi, José M. F. Moura:
Distributed State Estimation and Energy Management in Smart Grids: A Consensus+Innovations Approach. IEEE J. Sel. Top. Signal Process. 8(6): 1022-1038 (2014) - [c1]Javad Mohammadi, Gabriela Hug, Soummya Kar:
Role of communication on the convergence rate of fully distributed DC optimal power flow. SmartGridComm 2014: 43-48
Coauthor Index
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