Giuseppe Romano

According to our database, Giuseppe Romano authored at least 8 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Differentiating through binarized topology changes: Second-order subpixel-smoothed projection.

Giuseppe Romano, Rodrigo Arrieta, Steven G. Johnson

CoRR, January, 2026

A machine learning-based tool for enhancing position accuracy in industrial robots with a reduced dataset.

Giuseppe Romano, Pietro Bilancia, Alberto Locatelli, Mirko Mucciarini, Manuel Iori, Marcello Pellicciari

Robotics Comput. Integr. Manuf., 2026

2025

Physics Enhanced Deep Surrogates for the Phonon Boltzmann Transport Equation.

Antonio Varagnolo, Giuseppe Romano, Raphaël Pestourie

CoRR, December, 2025

2022

∂<i>PV</i>: An end-to-end differentiable solar-cell simulator.

Sean Mann, Eric Fadel, Samuel S. Schoenholz, Ekin D. Cubuk, Steven G. Johnson, Giuseppe Romano

Comput. Phys. Commun., 2022

Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of nanoscale heat transport.

Lu Lu, Raphaël Pestourie, Steven G. Johnson, Giuseppe Romano

CoRR, 2022

2019

Bayesim: A tool for adaptive grid model fitting with Bayesian inference.

Rachel C. Kurchin, Giuseppe Romano, Tonio Buonassisi

Comput. Phys. Commun., 2019

2018

Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networks.

Felipe Oviedo, Zekun Ren, Shijing Sun, Charlie Settens, Zhe Liu, Noor Titan Putri Hartono, Ramasamy Savitha, Brian L. DeCost, Siyu I. P. Tian, Giuseppe Romano, Aaron Gilad Kusne, Tonio Buonassisi

CoRR, 2018

2016

Potential for Automated Systems to Monitor Drying of Agricultural Products Using Optical Scattering.

Marcus Nagle, Giuseppe Romano, Patchimaporn Udomkun, Dimitrios Argyropoulos, Joachim Müller

Proceedings of the Intelligent Robotics and Applications - 9th International Conference, 2016