2 papers
physics.chem-ph2026
Polymer-Linked Nanoparticle Networks Running on Heat Can Act as Computing Devices
Xingfei Wei, Manuel Palma Banos, Rigoberto Hernandez
Developing physical neural network (PNN) hardwares is important to next generation artificial intelligence systems. Phononic devices-using heat current to encode and process inform…
physics.chem-ph2025
Stoichiometrically-informed symbolic regression for extracting chemical reaction mechanisms from data
Manuel Palma Banos, Joel D. Kress, Rigoberto Hernandez +1
A data-driven computational method is introduced to extract chemical reaction mechanisms from time series chemical concentration data. It is realized through the use of dynamic sym…