Sat 22 Jun 2019 10:30 - 11:00 at 106C - Session 2 Chair(s): Jeremy Gibbons

The widespread use of tensor operations in describing electronic structure calculations has motivated the design of software frameworks for productive development of scalable optimized tensor-based electronic structure methods. Whereas prior work focused on Cartesian abstractions for dense tensors, we present an algebra to specify and perform tensor operations on a larger class of block-sparse tensors. We illustrate the use of this framework in expressing real-world computational chemistry calculations beyond the reach of existing frameworks.

Conference Day
Sat 22 Jun

Displayed time zone: Tijuana, Baja California change

10:00 - 11:00
Session 2ARRAY at 106C
Chair(s): Jeremy GibbonsDepartment of Computer Science, University of Oxford
Convolutional Neural Networks in APL
A: Artjoms Ĺ inkarovsHeriot-Watt University, UK, A: Robert BerneckySnake Island Research, A: Sven-Bodo ScholzHeriot-Watt University
Toward Generalized Tensor Algebra for ab initio Quantum Chemistry Methods
A: Erdal MutluPacific Northwest National Laboratory, A: Karol KowalskiPacific Northwest National Laboratory, A: Sriram KrishnamoorthyPacific Northwest National Laboratories