Zobrazeno 1 - 10
of 102
pro vyhledávání: '"Srikrishnan, Vivek"'
Autor:
Koch, James, Chowdhury, Pranab Roy, Wan, Heng, Bhaduri, Parin, Yoon, Jim, Srikrishnan, Vivek, Daniel, W. Brent
We present a data-driven machine-learning approach for modeling space-time socioeconomic dynamics. Through coarse-graining fine-scale observations, our modeling framework simplifies these complex systems to a set of tractable mechanistic relationship
Externí odkaz:
http://arxiv.org/abs/2407.18108
Autor:
Kabir, Elnaz, Srikrishnan, Vivek, Liu, M. Vivienne, Steinschneider, Scott, Anderson, C. Lindsay
The variability and intermittency of renewable energy sources pose several challenges for power systems operations, including energy curtailment and price volatility. In power systems with considerable renewable sources, co-variability in renewable e
Externí odkaz:
http://arxiv.org/abs/2307.11076
Autor:
Liu, M. Vivienne, Srikrishnan, Vivek, Doering, Kenji, Kabir, Elnaz, Steinschneider, Scott, Anderson, C. Lindsay
The transition to decarbonized energy systems has become a priority globally to mitigate carbon emissions and, therefore, climate change. However, the vulnerabilities of zero-carbon power grids under climatic and technological changes have not been t
Externí odkaz:
http://arxiv.org/abs/2307.15079
Models with high-dimensional parameter spaces are common in many applications. Global sensitivity analyses can provide insights on how uncertain inputs and interactions influence the outputs. Many sensitivity analysis methods face nontrivial challeng
Externí odkaz:
http://arxiv.org/abs/2302.12738
Autor:
Hosseini-Shakib, Iman, Alipour, Atieh, Seiyon Lee, Benjamin, Srikrishnan, Vivek, Nicholas, Robert E., Keller, Klaus, Sharma, Sanjib
Publikováno v:
In Journal of Hydrology May 2024 634
Autor:
Kabir, Elnaz, Srikrishnan, Vivek, Liu, M. Vivienne, Steinschneider, Scott, Anderson, C. Lindsay
Publikováno v:
In Renewable Energy March 2024 223
Homeowners around the world elevate houses to manage flood risks. Deciding how high to elevate a house poses a nontrivial decision problem. The U.S. Federal Emergency Management Agency (FEMA) recommends elevating existing houses to the Base Flood Ele
Externí odkaz:
http://arxiv.org/abs/2001.06457
Autor:
Lucash, Melissa S., Williams, Neil G., Srikrishnan, Vivek, Keller, Klaus, Scheller, Robert M., Hegelson, Casey, Nicholas, Robert E., Smithwick, Erica A.H.
Publikováno v:
In Trees, Forests and People December 2023 14
Probabilistic projections of baseline (with no additional mitigation policies) future carbon emissions are important for sound climate risk assessments. Deep uncertainty surrounds many drivers of projected emissions. Here we use a simple integrated a
Externí odkaz:
http://arxiv.org/abs/1908.01923
Publikováno v:
In Computers, Environment and Urban Systems July 2023 103