31 citations · 52 across the 12 of their papers we have counts for
Showing 2020Show all
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cond-mat.soft2020★ 2 cited
Stochastic Pore Collapse Models in Granular Materials
Joseph Bakarji, Daniel M. Tartakovsky
Stochastic models for pore collapse in granular materials are developed. First, a general fluctuating stress-strain relation for a plastic flow rule is derived. The fluctuations ac…
stat.ML2020★ 31 cited
Data-Driven Discovery of Coarse-Grained Equations
Joseph Bakarji, Daniel M. Tartakovsky
Statistical (machine learning) tools for equation discovery require large amounts of data that are typically computer generated rather than experimentally observed. Multiscale mode…
cs.HC2020
Machine Learning for a Music Glove Instrument
Joseph Bakarji
A music glove instrument equipped with force sensitive, flex and IMU sensors is trained on an electric piano to learn note sequences based on a time series of sensor inputs. Once t…