Giuseppe Romano
Giuseppe Romano
Research Scientist, MIT
Verified email at - Homepage
Cited by
Cited by
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks
F Oviedo, Z Ren, S Sun, C Settens, Z Liu, NTP Hartono, S Ramasamy, ...
npj Computational Materials 5 (1), 60, 2019
Piezoelectric potential in vertically aligned nanowires for high output nanogenerators
G Romano, G Mantini, A Di Carlo, A D’Amico, C Falconi, ZL Wang
Nanotechnology 22 (46), 465401, 2011
Resonant Electron Heating and Molecular Phonon Cooling in Single C_ {60} Junctions
G Schulze, KJ Franke, A Gagliardi, G Romano, CS Lin, AL Rosa, ...
Physical Review Letters 100 (13), 136801, 2008
The Multiscale Paradigm in Electronic Device Simulation
M Auf der Maur, G Penazzi, G Romano, F Sacconi, A Pecchia, A Di Carlo
IEEE Transactions on Electron Devices, 1-8, 2011
Theory of heat dissipation in molecular electronics
A Pecchia, G Romano, A Di Carlo
Physical Review B—Condensed Matter and Materials Physics 75 (3), 035401, 2007
Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of nanoscale heat transport
L Lu, R Pestourie, SG Johnson, G Romano
Physical Review Research, 2022
Temperature-dependent thermal conductivity in silicon nanostructured materials studied by the Boltzmann transport equation
G Romano, K Esfarjani, DA Strubbe, D Broido, AM Kolpak
Physical Review B 93 (3), 035408, 2016
Toward phonon-boundary engineering in nanoporous materials
G Romano, JC Grossman
Applied Physics Letters 105 (3), 2014
Heat conduction in nanostructured materials predicted by phonon bulk mean free path distribution
G Romano, JC Grossman
Journal of Heat Transfer 137 (7), 071302, 2015
Mesoscale modeling of phononic thermal conductivity of porous Si: interplay between porosity, morphology and surface roughness
G Romano, A Di Carlo, JC Grossman
Journal of Computational Electronics 11, 8-13, 2012
Heating and cooling mechanisms in single-molecule junctions
G Romano, A Gagliardi, A Pecchia, A Di Carlo
Physical Review B—Condensed Matter and Materials Physics 81 (11), 115438, 2010
TiberCAD: Towards multiscale simulation of optoelectronic devices
M Auf der Maur, M Povolotskyi, F Sacconi, A Pecchia, G Romano, ...
Optical and quantum electronics 40, 1077-1083, 2008
Phonon conduction in silicon nanobeam labyrinths
W Park, G Romano, EC Ahn, T Kodama, J Park, MT Barako, J Sohn, ...
Scientific reports 7 (1), 6233, 2017
Impact of thermally dead volume on phonon conduction along silicon nanoladders
W Park, J Sohn, G Romano, T Kodama, A Sood, JS Katz, BSY Kim, H So, ...
Nanoscale 10 (23), 11117-11122, 2018
Phonon bottleneck identification in disordered nanoporous materials
G Romano, JC Grossman
Physical Review B 96 (11), 115425, 2017
Nanostructured composites based on liquid-crystalline elastomers
V Cresta, G Romano, A Kolpak, B Zalar, V Domenici
Polymers 10 (7), 773, 2018
Electron–phonon scattering in molecular electronics: from inelastic electron tunnelling spectroscopy to heating effects
A Gagliardi, G Romano, A Pecchia, A Di Carlo, T Frauenheim, ...
New Journal of Physics 10 (6), 065020, 2008
Coupling of molecular vibrons with contact phonon reservoirs
G Romano, A Pecchia, A Di Carlo
Journal of Physics: Condensed Matter 19 (21), 215207, 2007
Openbte: a solver for ab-initio phonon transport in multidimensional structures
G Romano
arXiv preprint arXiv:2106.02764, 2021
Multiscale electro-thermal modeling of nanostructured devices
G Romano, A Di Carlo
IEEE Transactions on Nanotechnology, (online), 2011
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Articles 1–20