Publications

@article{sim_chemos_2023b,

title = {ChemOS 2.0: an orchestration architecture for chemical self-driving laboratories},

author = {Malcolm Sim and Mohammad Ghazi Vakili and Felix Strieth-Kalthoff and Han Hao and Riley Hickman and Santiago Miret and Sergio Pablo-García and Alán Aspuru-Guzik},

url = {https://chemrxiv.org/engage/chemrxiv/article-details/64cbe80adfabaf06ffa61204},

doi = {10.26434/chemrxiv-2023-v2khf},

year  = {2023},

date = {2023-08-01},

urldate = {2023-08-08},

publisher = {ChemRxiv},

abstract = {Self-driving laboratories (SDLs), which combine automated experimental hardware with computational experiment planning, have emerged as powerful tools for accelerating materials discovery. The intrinsic complexity created by their multitude of components requires an effective orchestration platform to ensure the correct operation of diverse experimental setups. Existing orchestration frameworks, however, are either tailored to specific setups or have not been implemented for real-world synthesis. To address these issues, we introduce ChemOS 2.0, an orchestration architecture that efficiently coordinates communication, data exchange, and instruction management among modular laboratory components. By treating the laboratory as an "operating system" ChemOS 2.0 combines ab-initio calculations, experimental orchestration and statistical algorithms to guide closed-loop operations. To demonstrate its capabilities, we showcase ChemOS 2.0 in a case study focused on discovering organic laser molecules. The results confirm the ChemOS 2.0's prowess in accelerating materials research and demonstrate its potential as a valuable design for future SDL platforms.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{cena2023assessing,

title = {Assessing the Effectiveness of Channel Hopping in IEEE 802.15. 4 TSCH Networks},

author = {Gianluca Cena and Stefano Scanzio and Mohammad Ghazi Vakili and Claudio Giovanni Demartini and Adriano Valenzano},

doi = {10.1109/OJIES.2023.3287943},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {IEEE Open Journal of the Industrial Electronics Society},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{marceddu2022air,

title = {Air-To-Ground Transmission and Near Real-Time Visualization of FBG Sensor Data Via Cloud Database},

author = {AC Marceddu and G Quattrocchi and A Aimasso and E Giusto and L Baldo and MG Vakili and MDL Dalla Vedova and B Montrucchio and P Maggiore},

url = {https://ieeexplore.ieee.org/document/9982645},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {IEEE Sensors Journal},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{alcazar2021geo,

title = {GEO: Enhancing Combinatorial Optimization with Classical and Quantum Generative Models},

author = {Javier Alcazar and Mohammad Ghazi Vakili and Can B Kalayci and Alejandro Perdomo-Ortiz},

url = {https://arxiv.org/abs/2101.06250},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {arXiv preprint arXiv:2101.06250},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{collotta2021fuzzy,

title = {A fuzzy control system for energy-efficient wireless devices in the Internet of vehicles},

author = {Mario Collotta and Renato Ferrero and Edoardo Giusto and Mohammad Ghazi Vakili and Jacopo Grecuccio and Xiangjie Kong and Ilsun You},

url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/int.22353},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

journal = {International Journal of Intelligent Systems},

volume = {36},

number = {4},

pages = {1595--1618},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{scanzio2020wireless,

title = {Wireless sensor networks and TSCH: A compromise between reliability, power consumption, and latency},

author = {Stefano Scanzio and Mohammad Ghazi Vakili and Gianluca Cena and Claudio Giovanni Demartini and Bartolomeo Montrucchio and Adriano Valenzano and Claudio Zunino},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Access},

volume = {8},

pages = {167042--167058},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{montrucchio2020densely,

title = {A densely-deployed, high sampling rate, open-source air pollution monitoring WSN},

author = {Bartolomeo Montrucchio and Edoardo Giusto and Mohammad Ghazi Vakili and Stefano Quer and Renato Ferrero and Claudio Fornaro},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Transactions on Vehicular Technology},

volume = {69},

number = {12},

pages = {15786--15799},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{giusto2020quantum,

title = {Quantum Pliers Cutting the Blockchain},

author = {Edoardo Giusto and Mohammad Ghazi Vakili and Filippo Gandino and Claudio Demartini and Bartolomeo Montrucchio},

year  = {2020},

date = {2020-01-01},

journal = {IT Professional},

volume = {22},

number = {6},

pages = {90--96},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{cena2020evaluating,

title = {Evaluating and modeling IEEE 802.15. 4 TSCH resilience against Wi-Fi interference in new-generation highly-dependable wireless sensor networks},

author = {Gianluca Cena and Claudio G Demartini and Mohammad Ghazi Vakili and Stefano Scanzio and Adriano Valenzano and Claudio Zunino},

url = {https://www.sciencedirect.com/science/article/abs/pii/S1570870519310509},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

journal = {Ad Hoc Networks},

volume = {106},

pages = {102199},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{khalilinezhad2013fuzzy,

title = {A Fuzzy Expert System for Assessing the InternetStores Based on Web Site Attributes},

author = {Mahdieh Khalilinezhad and Ahmad Nadali and Mohammad Ghazivakili NiloufarDehghani},

year  = {2013},

date = {2013-01-01},

keywords = {},

pubstate = {published},

tppubtype = {article}

}