2 citations · 3 across the 5 of their papers we have counts for
5 papers
Physics-Informed Basis Functions for Nonlinear Response Curve Decomposition: A Parsimonious Alternative to Splines
M. Ross Kunz, Jieun Lee, Jaden Palmer
Curve fitting for physical, biological, and engineering data typically forces a choice between interpretable but rigid parametric forms and flexible but physically opaque smoothers…
Statistical Distributions for Transient Transport
M. Ross Kunz, Debtanu Maiti, Gregory Yablonsky +1
This paper introduces the use of statistical distributions based on transport differential equations for clear distinction of transport modes within transient kinetic experiments.…
A Priori Calibration of Transient Kinetics Data via Machine Learning
M. Ross Kunz, Adam Yonge, Rakesh Batchu +5
The temporal analysis of products reactor provides a vast amount of transient kinetic information that may be used to describe a variety of chemical features including the residenc…
Data Driven Reaction Mechanism Estimation via Transient Kinetics and Machine Learning
M. Ross Kunz, Adam Yonge, Zongtang Fang +4
Understanding the set of elementary steps and kinetics in each reaction is extremely valuable to make informed decisions about creating the next generation of catalytic materials.…
TAPsolver: A Python package for the simulation and analysis of TAP reactor experiments
Adam Yonge, M. Ross Kunz, Rakesh Batchu +4
An open-source, Python-based Temporal Analysis of Products (TAP) reactor simulation and processing program is introduced. TAPsolver utilizes algorithmic differentiation for the cal…