11 citations · 13 across the 10 of their papers we have counts for
10 papers
Machine learning models for Si nanoparticle growth in nonthermal plasma
Matt Raymond, Paolo Elvati, Jacob C. Saldinger +3
Nanoparticles (NPs) formed in nonthermal plasmas (NTPs) can have unique properties and applications. However, modeling their growth in these environments presents significant chall…
Joint Optimization of Piecewise Linear Ensembles
Matt Raymond, Angela Violi, Clayton Scott
Tree ensembles achieve state-of-the-art performance on numerous prediction tasks. We propose oint ptimization of iecewise inear $\te…
Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets
Matt Raymond, Jacob Charles Saldinger, Paolo Elvati +2
Extracting meaningful features from complex, high-dimensional datasets across scientific domains remains challenging. Current methods often struggle with scalability, limiting thei…
On sparse identification of complex dynamical systems: A study on discovering influential reactions in chemical reaction networks
Farshad Harirchi, Doohyun Kim, Omar Khalil +5
A wide variety of real life complex networks are prohibitively large for modeling, analysis and control. Understanding the structure and dynamics of such networks entails creating…
Antiviral Drug-Membrane Permeability: the Viral Envelope and Cellular Organelles
Changjiang Liu, Paolo Elvati, Angela Violi
To shorten the time required to find effective new drugs, like antivirals, a key parameter to consider is membrane permeability, as a compound intended for an intracellular target…
Spatial Dependence of Polycyclic Aromatic Compounds Growth in Counterflow Flames
Qi Wang, Paolo Elvati, Doohyun Kim +5
The formation mechanisms of aromatic compounds in flame are strongly influenced by the chemical and thermal history that leads to their formation. Indeed, the complex environments…