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Sayak Mukherjee

Pacific Northwest National Laboratory

Richland, WA

United States

  • Pacific Northwest National Laboratory

SCHOLARLY PAPERS

2

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49

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Physics-Informed Learning of Proprietary Inverter Models for Grid Dynamic Studies

Number of pages: 28 Posted: 10 Mar 2026
Kyung-bin Kwon, Sayak Mukherjee, Ramij R. Hossain and Marcelo Elizondo
Pacific Northwest National Laboratory, Pacific Northwest National Laboratory, Pacific Northwest National Laboratory and Pacific Northwest National Laboratory
Downloads 27 (1,372,601)

Abstract:

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inverter-based resources, grid-forming inverters, Physics-informed machine learning, Latent ordinary differential equations

2.

Experimental evaluation of multi-agent reinforcement learning for corridor-level traffic signal control

Downloads 22 (1,541,665)

Experimental evaluation of multi-agent reinforcement learning for corridor-level traffic signal control

Number of pages: 32 Posted: 22 May 2026
Roshan L. Kini, Alex Vlachokostas, Salman Shuvo, Sayak Mukherjee, Samrat Chaterjee, Nawaf Nazir and Sonja Glavaski
Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Pacific Northwest National Laboratory, Pacific Northwest National Laboratory, Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory and Pacific Northwest National Laboratory
Downloads 13 (1,640,921)

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HiL, digital twin, traffic signal controller, multi-agent, reinforcement learning

Experimental evaluation of multi-agent reinforcement learning for corridor-level traffic signal control

Number of pages: 32 Posted: 29 May 2026
Roshan L. Kini, Alex Vlachokostas, Salman Shuvo, Sayak Mukherjee, Samrat Chaterjee, Nawaf Nazir, Sonja Glavaski, Andrew Valdez, Sakshat Katyarmal, Ning Yang, Dave Miller, Geline Canayon, Matthew Juckes and Raimundo Rodulfo
Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Pacific Northwest National Laboratory, Pacific Northwest National Laboratory, Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Pacific Northwest National Laboratory, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 9 (1,640,921)

Abstract:

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hardware-in-the-loop, roadside unit, traffic signal controller, digital twin, traffic delay