1.5k citations
- Virginia TechUS15 papers
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- Earth Resources Technology (United States)US1 paper
- Emory UniversityUS1 paper
- Engineering Systems (United States)US1 paper
- Georgia Institute of TechnologyUS1 paper
- German Research Centre for Artificial IntelligenceDE1 paper
- Johns Hopkins University Applied Physics LaboratoryUS1 paper
- Khalifa University of Science and TechnologyAE1 paper
- Laboratoire des signaux et systèmesFR1 paper
- Michigan State UniversityUS1 paper
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Showing 2018Show all
3 papers · 1 filter
physics.comp-ph2018★ 13 cited
Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles
Xiaowei Jia, Jared Willard, Anuj Karpatne +4
This paper proposes a physics-guided recurrent neural network model (PGRNN) that combines RNNs and physics-based models to leverage their complementary strengths and improve the mo…
cs.AI2018★ 16 cited
An Approximation Algorithm for Risk-averse Submodular Optimization
Lifeng Zhou, Pratap Tokekar
We study the problem of incorporating risk while making combinatorial decisions under uncertainty. We formulate a discrete submodular maximization problem for selecting a set using…
stat.OT2018
A shiny update to an old experiment game
Robert B. Gramacy
Games can be a powerful tool for learning about statistical methodology. Effective game design involves a fine balance between caricature and realism, to simultaneously illustrate…