9 citations · 17 across the 4 of their papers we have counts for
4 papers
Measurement of Generative AI Workload Power Profiles for Whole-Facility Data Center Infrastructure Planning
Roberto Vercellino, Jared Willard, Gustavo Campos +4
The rapid growth of generative artificial intelligence (AI) has introduced unprecedented computational demands, driving significant increases in the energy footprint of data center…
Adaptive Computing for Scale-up Problems
Kevin Patrick Griffin, Hilary Egan, Marc T. Henry de Frahan +11
Adaptive Computing is an application-agnostic outer loop framework to strategically deploy simulations and experiments to guide decision making for scale-up analysis. Resources are…
Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks
Jangho Park, Juliane Muller, Bhavna Arora +5
We present an approach that uses a deep learning model, in particular, a MultiLayer Perceptron (MLP), for estimating the missing values of a variable in multivariate time series da…
Surrogate Optimization of Deep Neural Networks for Groundwater Predictions
Juliane Mueller, Jangho Park, Reetik Sahu +4
Sustainable management of groundwater resources under changing climatic conditions require an application of reliable and accurate predictions of groundwater levels. Mechanistic mu…