Search Results for author: Adi Suresh

Found 2 papers, 1 papers with code

Scaffolding Simulations with Deep Learning for High-dimensional Deconvolution

no code implementations10 May 2021 Anders Andreassen, Patrick T. Komiske, Eric M. Metodiev, Benjamin Nachman, Adi Suresh, Jesse Thaler

A common setting for scientific inference is the ability to sample from a high-fidelity forward model (simulation) without having an explicit probability density of the data.

Vocal Bursts Intensity Prediction

Parameter Estimation using Neural Networks in the Presence of Detector Effects

1 code implementation7 Oct 2020 Anders Andreassen, Shih-Chieh Hsu, Benjamin Nachman, Natchanon Suaysom, Adi Suresh

Histogram-based template fits are the main technique used for estimating parameters of high energy physics Monte Carlo generators.

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