no code implementations • 28 Mar 2024 • Pulkit Khandelwal, Michael Tran Duong, Constanza Fuentes, Amanda Denning, Winifred Trotman, Ranjit Ittyerah, Alejandra Bahena, Theresa Schuck, Marianna Gabrielyan, Karthik Prabhakaran, Daniel Ohm, Gabor Mizsei, John Robinson, Monica Munoz, John Detre, Edward Lee, David Irwin, Corey McMillan, M. Dylan Tisdall, Sandhitsu Das, David Wolk, Paul A. Yushkevich
Magnetic resonance imaging (MRI) is the standard modality to understand human brain structure and function in vivo (antemortem).
no code implementations • 27 Oct 2023 • Talha Mehboob, Noman Bashir, Jesus Omana Iglesias, Michael Zink, David Irwin
Federated Learning (FL) distributes machine learning (ML) training across many edge devices to reduce data transfer overhead and protect data privacy.
no code implementations • 30 Jun 2022 • Noman Bashir, David Irwin, Prashant Shenoy, Abel Souza
This growth will translate to exponential growth in computing's energy consumption unless improvements in its energy-efficiency can outpace increases in its demand.
no code implementations • 28 Dec 2021 • Akansha Singh Bansal, Trapit Bansal, David Irwin
Solar energy is now the cheapest form of electricity in history.
2 code implementations • 14 Oct 2021 • Pulkit Khandelwal, Shokufeh Sadaghiani, Michael Tran Duong, Sadhana Ravikumar, Sydney Lim, Sanaz Arezoumandan, Claire Peterson, Eunice Chung, Madigan Bedard, Noah Capp, Ranjit Ittyerah, Elyse Migdal, Grace Choi, Emily Kopp, Bridget Loja, Eusha Hasan, Jiacheng Li, Karthik Prabhakaran, Gabor Mizsei, Marianna Gabrielyan, Theresa Schuck, John Robinson, Daniel Ohm, Edward Lee, John Q. Trojanowski, Corey McMillan, Murray Grossman, David Irwin, M. Dylan Tisdall, Sandhitsu R. Das, Laura E. M. Wisse, David A. Wolk, Paul A. Yushkevich
Ex vivo MRI of the brain provides remarkable advantages over in vivo MRI for visualizing and characterizing detailed neuroanatomy.
no code implementations • 2 Jul 2020 • Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant Shenoy, Benjamin Weil
In this paper, we present \texttt{WattScale}, a data-driven approach to identify the least energy-efficient buildings from a large population of buildings in a city or a region.
no code implementations • 25 May 2020 • Akhil Soman, Amee Trivedi, David Irwin, Beka Kosanovic, Benjamin McDaniel, Prashant Shenoy
Battery-based energy storage has emerged as an enabling technology for a variety of grid energy optimizations, such as peak shaving and cost arbitrage.
no code implementations • 25 May 2020 • Menghong Feng, Noman Bashir, Prashant Shenoy, David Irwin, Beka Kosanovic
There has been significant growth in both utility-scale and residential-scale solar installations in recent years, driven by rapid technology improvements and falling prices.
1 code implementation • 2011 31st International Conference on Distributed Computing Systems Workshops 2011 • Ville Satopaa, Jeannie Albrecht, David Irwin, Barath Raghavan
Computer systems often reach a point at which the relative cost to increase some tunable parameter is no longer worth the corresponding performance benefit.