Nicola Demo - Publications, H-index & Citations

Nicola Demo

sissa

16H指数

68论文数

788被引数

收录论文 8

发表时间

Plug-and-play neural compression: A knowledge distillation framework with flexible dimensionality reduction 即插即用神经压缩：一种具有灵活降维的知识蒸馏框架

Journal of Systems Architecture

IF4.1

2026-03-12

PREAI

Laura Meneghetti; Edoardo Bianchi; Nicola Demo; Gianluigi Rozza

Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift augmented manifold transformation 基于神经网络平移增强流形变换的非侵入式模型降阶方法研究（针对以对流为主导的双曲问题）

Computers & Fluids

IF3

2025-07-25

PREAI

Harshith Gowrachari; Nicola Demo; Giovanni Stabile; Gianluigi Rozza

Kinetic data-driven approach to turbulence subgrid modeling

PHYSICAL REVIEW RESEARCH

IF4.2

2025-02-25

OAAI

Ortali, G.; Gabbana, A.; Demo, N.; Rozza, G.; Toschi, F.

Generative adversarial reduced order modelling

SCIENTIFIC REPORTS

IF3.9

2024-02-15

OAAI

Coscia, Dario; Demo, Nicola; Rozza, Gianluigi

A dimensionality reduction approach for convolutional neural networks

APPLIED INTELLIGENCE

IF3.5

2023-07-04

OAAI

Meneghetti, Laura; Demo, Nicola; Rozza, Gianluigi

A continuous convolutional trainable filter for modelling unstructured data

COMPUTATIONAL MECHANICS

IF3.8

2023-03-21

OAAI

Coscia, Dario; Meneghetti, Laura; Demo, Nicola; Stabile, Giovanni; Rozza, Gianluigi

The Neural Network shifted-proper orthogonal decomposition: A machine learning approach for non-linear reduction of hyperbolic equations

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2022-03-01

OAAI

Papapicco, Davide; Demo, Nicola; Girfoglio, Michele; Stabile, Giovanni; Rozza, Gianluigi

A SUPERVISED LEARNING APPROACH INVOLVING ACTIVE SUBSPACES FOR AN EFFICIENT GENETIC ALGORITHM IN HIGH-DIMENSIONAL OPTIMIZATION PROBLEMS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2021-06-29

OAAI

Demo, Nicola; Tezzele, Marco; Rozza, Gianluigi

研究方向