Search Results for author: Shashi Gowda

Found 2 papers, 1 papers with code

High-performance symbolic-numerics via multiple dispatch

4 code implementations9 May 2021 Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwozdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas

We showcase how this can be used to optimize term construction and give a 113x acceleration on general symbolic transformations.

Vocal Bursts Intensity Prediction

Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks

no code implementations7 Oct 2020 Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral Shah, Alan Edelman, Chris Rackauckas

Modern design, control, and optimization often requires simulation of highly nonlinear models, leading to prohibitive computational costs.

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