Giuseppe Romano

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 5

Top Topics

Efficient Learning

Bayesian Inference

Top Venues

Comput. Phys. Commun.

Publications

Sean Mann, Eric Fadel, Samuel S. Schoenholz, Ekin D. Cubuk, Steven G. Johnson, Giuseppe Romano
: An end-to-end differentiable solar-cell simulator. Comput. Phys. Commun. 272 (2022)
Lu Lu, Raphaël Pestourie, Steven G. Johnson, Giuseppe Romano
Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of nanoscale heat transport. CoRR (2022)
Rachel Kurchin, Giuseppe Romano, Tonio Buonassisi
Bayesim: A tool for adaptive grid model fitting with Bayesian inference. Comput. Phys. Commun. 239 (2019)
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
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networks. CoRR (2018)
Marcus Nagle, Giuseppe Romano, Patchimaporn Udomkun, Dimitrios Argyropoulos, Joachim Müller
Potential for Automated Systems to Monitor Drying of Agricultural Products Using Optical Scattering. ICIRA (2) (2016)