[HTML][HTML] Scientific machine learning through physics–informed neural networks: Where we are and what's next

S Cuomo, VS Di Cola, F Giampaolo, G Rozza… - Journal of Scientific …, 2022 - Springer
Physics-Informed Neural Networks (PINN) are neural networks (NNs) that encode model
equations, like Partial Differential Equations (PDE), as a component of the neural network itself. …

Systemic sclerosis: demographic, clinical, and serologic features and survival in 1,012 Italian patients

…, M Cazzato, E Tirri, F Storino, D Giuggioli, G Cuomo… - Medicine, 2002 - journals.lww.com
Systemic sclerosis (SSc) is a connective tissue disease clinically characterized by different
degrees of skin fibrosis and visceral organ involvement (17, 19, 22). The etiology of SSc …

Computational principles and challenges in single-cell data integration

R Argelaguet, ASE Cuomo, O Stegle… - Nature biotechnology, 2021 - nature.com
The development of single-cell multimodal assays provides a powerful tool for investigating
multiple dimensions of cellular heterogeneity, enabling new insights into development, …

[HTML][HTML] Pilon: an integrated tool for comprehensive microbial variant detection and genome assembly improvement

…, M Priest, A Abouelliel, S Sakthikumar, CA Cuomo… - PloS one, 2014 - journals.plos.org
Advances in modern sequencing technologies allow us to generate sufficient data to analyze
hundreds of bacterial genomes from a single machine in a single day. This potential for …

[HTML][HTML] Estimates of the severity of coronavirus disease 2019: a model-based analysis

…, C Whittaker, N Imai, G Cuomo-Dannenburg… - The Lancet infectious …, 2020 - thelancet.com
Background In the face of rapidly changing data, a range of case fatality ratio estimates for
coronavirus disease 2019 (COVID-19) have been produced that differ substantially in …

[BOOK][B] Report 9: Impact of non-pharmaceutical interventions (NPIs) to reduce COVID19 mortality and healthcare demand

…, A Boonyasiri, Z Cucunubá, G Cuomo-Dannenburg… - 2020 - scholar.harvard.edu
The global impact of COVID-19 has been profound, and the public health threat it represents
is the most serious seen in a respiratory virus since the 1918 H1N1 influenza pandemic. …

Infrared and Raman spectra of the silicon-hydrogen bonds in amorphous silicon prepared by glow discharge and sputtering

MH Brodsky, M Cardona, JJ Cuomo - Physical Review B, 1977 - APS
We have studied the number and nature of the silicon-hydrogen bonds in amorphous silicon
films prepared in plasmas either of silane or of hydrogen and argon. The films from silane …

Tocilizumab in patients with severe COVID-19: a retrospective cohort study

…, M Menozzi, E Franceschini, G Cuomo… - The Lancet …, 2020 - thelancet.com
Background No therapy is approved for COVID-19 pneumonia. The aim of this study was to
assess the role of tocilizumab in reducing the risk of invasive mechanical ventilation and …

Circuit implementation of synchronized chaos with applications to communications

KM Cuomo, AV Oppenheim - Physical review letters, 1993 - APS
Cuomo and Alan V. Oppenheim Research Laboratory ofElectronics, Massachusetts
Institute of Technology, Cambridge, Massachusetts 02139 (Received 21 January 1993) …

Modulation of anxiety through blockade of anandamide hydrolysis

…, A Giustino, M Tattoli, M Palmery, V Cuomo… - Nature medicine, 2003 - nature.com
The psychoactive constituent of cannabis, Δ 9 -tetrahydrocannabinol, produces in humans
subjective responses mediated by CB1 cannabinoid receptors, indicating that endogenous …