Abstract: Domain specific languages (DSL) have been used in a variety of fields to express complex scientific problems in a concise manner and provide automated performance optimization for a range of ...

Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and with out-of-the-box uncertainty quantification.

The development of a new design code specific to modern methods of construction (MMC) would help ensure more environmentally friendly homes are built in the UK, experts in residential real estate have ...

For most investors, the proper way to account for your investing profits and losses is with the cost method of accounting. This method is not the only choice, however. For investments where the ...

Picture this: you’re out hiking through a misty rainforest. After brushing aside some foliage, your heart leaps when a huge, powerful constrictor slithers by. Since the world’s most heavily-built ...

The code was tested with Python 2.7.12, Tensorflow 1.3.0 and Keras 1.2.2. To train Models A through D on the MNIST dataset, create a models directory and run train.py as follows: python train.py ...