226 citations · 733 across the 101 of their papers we have counts for
6 papers · 1 filter
Massively parallel-in-space-time, adaptive finite element framework for non-linear parabolic equations
Robert Dyja, Baskar Ganapathysubramanian, Kristoffer G. van der Zee
We present an adaptive methodology for the solution of (linear and) non-linear time dependent problems that is especially tailored for massively parallel computations. The basic co…
A Bayesian Network approach to County-Level Corn Yield Prediction using historical data and expert knowledge
Vikas Chawla, Hsiang Sing Naik, Adedotun Akintayo +4
Crop yield forecasting is the methodology of predicting crop yields prior to harvest. The availability of accurate yield prediction frameworks have enormous implications from multi…
A finite element approach to self-consistent field theory calculations of multiblock polymers
David M. Ackerman, Kris Delaney, Glenn H. Fredrickson +1
Self-consistent field theory (SCFT) has proven to be a powerful tool for modeling equilibrium microstructures of soft materials, particularly for multiblock polymers. A very succes…
Deep Action Sequence Learning for Causal Shape Transformation
Kin Gwn Lore, Daniel Stoecklein, Michael Davies +2
Deep learning became the method of choice in recent year for solving a wide variety of predictive analytics tasks. For sequence prediction, recurrent neural networks (RNN) are ofte…
Constructing low-dimensional stochastic wind models through hierarchical spatial temporal decomposition
Qiang Guo, Daniel Rajewski, Eugene Takle +1
Current wind turbine simulations successfully use turbulence generating tools for modeling behavior. However, they lack the ability to reproduce variabilities in wind dynamics and…
An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection
Adedotun Akintayo, Nigel Lee, Vikas Chawla +7
This paper proposes a novel selective autoencoder approach within the framework of deep convolutional networks. The crux of the idea is to train a deep convolutional autoencoder to…