3 citations · 4 across the 3 of their papers we have counts for
5 papers
Autonomous Experiments for Neutron Three-Axis Spectrometers (TAS) with Log-Gaussian Processes
Mario Teixeira Parente, Georg Brandl, Christian Franz +2
Autonomous experiments are excellent tools to increase the efficiency of material discovery. Indeed, AI and ML methods can help optimizing valuable experimental resources as, for e…
Generalized bounds for active subspaces
Mario Teixeira Parente, Jonas Wallin, Barbara Wohlmuth
In this article, we consider scenarios in which traditional estimates for the active subspace method based on probabilistic Poincaré inequalities are not valid due to unbounded Poi…
A note on alternating direction method of multipliers with generalized augmented terms for constrained sparse least absolute deviation
Yuki Itoh, Mario Parente
This technical note is an ancillary material for our research paper (Itoh and Parente, 2019). We discuss an alternating direction method of multipliers with generalized augmented t…
Learning Radiative Transfer Models for Climate Change Applications in Imaging Spectroscopy
Shubhankar Deshpande, Brian D. Bue, David R. Thompson +2
According to a recent investigation, an estimated 33-50% of the world's coral reefs have undergone degradation, believed to be as a result of climate change. A strong driver of cli…
On the relation between parameters and discharge data for a lumped karst aquifer model
Daniel Bittner, Mario Teixeira Parente, Steven Mattis +2
Hydrological models of karst aquifers are often semi-distributed, and physical processes such as infiltration and spring discharge generation are described in a lumped way. Several…