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 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
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
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
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 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
Nanostructured composites based on liquid-crystalline elastomers
V Cresta, G Romano, A Kolpak, B Zalar, V Domenici
Polymers 10 (7), 773, 2018
Phonon bottleneck identification in disordered nanoporous materials
G Romano, JC Grossman
Physical Review B 96 (11), 115425, 2017
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