Samuel Richter
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View article: Module-Level Power Electronics under Indoor Performance Tests
Module-Level Power Electronics under Indoor Performance Tests Open
In the last decade, very few papers with outdoor measurement test results were published, which demonstrated a benefit of module-level power electronics (MLPE) higher than the measurement uncertainty. Due to the expected small difference i…
View article: Adverse Event Prediction Using Graph-Augmented Temporal Analysis (Final Report)
Adverse Event Prediction Using Graph-Augmented Temporal Analysis (Final Report) Open
This report summarizes the work performed under the Sandia LDRD project "Adverse Event Prediction Using Graph-Augmented Temporal Analysis." The goal of the project was to develop a method for analyzing multiple time-series data streams to …
View article: Adverse Event Prediction Using Graph-Augmented Temporal Analysis (Final Report)
Adverse Event Prediction Using Graph-Augmented Temporal Analysis (Final Report) Open
This report summarizes the work performed under the Sandia LDRD project "Adverse Event Prediction Using Graph-Augmented Temporal Analysis." The goal of the project was to develop a method for analyzing multiple time-series data streams to …
View article: Efficient Transfer Learning for Neural Network Language Models
Efficient Transfer Learning for Neural Network Language Models Open
We apply transfer learning techniques to create topically and/or stylistically biased natural language models from small data samples, given generic long short-term memory (LSTM) language models trained on larger data sets. Although LSTM l…
View article: Improving performance of CDCL SAT solvers by automated design of variable selection heuristics
Improving performance of CDCL SAT solvers by automated design of variable selection heuristics Open
Many real-world engineering and science problems can be mapped to Boolean satisfiability problems (SAT). CDCL SAT solvers are among the most efficient solvers. Previous work showed that instances derived from a particular problem class exh…