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pro vyhledávání: '"Cutler, Dylan"'
It has been well established that increasing scale in deep transformer networks leads to improved quality and performance. However, this increase in scale often comes with prohibitive increases in compute cost and inference latency. We introduce Alte
Externí odkaz:
http://arxiv.org/abs/2301.13310
One way of introducing sparsity into deep networks is by attaching an external table of parameters that is sparsely looked up at different layers of the network. By storing the bulk of the parameters in the external table, one can increase the capaci
Externí odkaz:
http://arxiv.org/abs/2302.00003
Autor:
Mishra, Sakshi, Pohl, Josiah, Laws, Nick, Cutler, Dylan, Kwasnik, Ted, Becker, William, Zolan, Alex, Anderson, Kate, Olis, Dan, Elgqvist, Emma
The global energy system is undergoing a major transformation. Renewable energy generation is growing and is projected to accelerate further with the global emphasis on decarbonization. Furthermore, distributed generation is projected to play a signi
Externí odkaz:
http://arxiv.org/abs/2008.05873
Autor:
Mishra, Sakshi, Glaws, Andrew, Cutler, Dylan, Frank, Stephen, Azam, Muhammad, Mohammadi, Farzam, Venne, Jean-Simon
This article presents a Unified Architecture for automated point tagging of Building Automation System data, based on a combination of data-driven approaches. Advanced energy analytics applications-including fault detection and diagnostics and superv
Externí odkaz:
http://arxiv.org/abs/2003.07690
Evaluation of Centralized and Distributed Microgrid Topologies Considering Power Quality Constraints
Integration of renewable generation and energy storage technologies with conventional generation supports increased resilience, lower-costs, and clean energy goals. Traditionally, energy supply needs of rural off-grid communities have been addressed
Externí odkaz:
http://arxiv.org/abs/1908.00642
Autor:
Cutler, Dylan, Kwasnik, Ted, Balamurugan, Sivasathya, Elgindy, Tarek, Swaminathan, Siddharth, Maguire, Jeff, Christensen, Dane
Publikováno v:
In International Journal of Electrical Power and Energy Systems June 2021 128
Autor:
Blonsky, Michael, Maguire, Jeff, McKenna, Killian, Cutler, Dylan, Balamurugan, Sivasathya Pradha, Jin, Xin
Publikováno v:
In Applied Energy 15 May 2021 290
Publikováno v:
In Applied Energy 1 April 2021 287
Autor:
Mishra, Sakshi, Glaws, Andrew, Cutler, Dylan, Frank, Stephen, Azam, Muhammad, Mohammadi, Farzam, Venne, Jean-Simon
Publikováno v:
In Automation in Construction December 2020 120
Publikováno v:
In Energy for Sustainable Development June 2020 56:88-97