14 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
3 papers
Multimodal machine learning for 3-dimensional characterization of hidden groundwater and geothermal resources
Michael J. Friedel, Nicole Lautze, Erin Wallin +4
We present a multimodal machine learning (MML) workflow to assimilate and simultaneously predict the 3d distribution of numeric and categorical features along a groundwater-geother…
Multiphysics-decision tree learning for improved variably saturated subsurface parameter estimation and reduced-order simulation
Michael J Friedel, Massimo Buscema
A novel multiphysics-decision tree learning algorithm is presented for (1) estimating transport properties in the variably saturated subsurface governed by explicitly coupled equat…
The Topological Weighted Centroid (TWC): A topological approach to the time-space structure of epidemic and pseudo-epidemic processes
Massimo Buscema, Giulia Massini, Pier Luigi Sacco
This paper offers the first systematic presentation of the topological approach to the analysis of epidemic and pseudo-epidemic spatial processes. We introduce the basic concepts a…