Novella Rutigliano - Publications, H-index & Citations | 科言猫

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Novella Rutigliano

istituto nazionale di fisica nucleare (infn)

2H指数

15论文数

7被引数

收录论文 6

发表时间

Probability density estimation beyond the dichotomy Parametric/ Non-Parametric methods 超越参数/非参数方法二分法的概率密度估计

Information Sciences

IF6.8

2026-09-15

0

OAAI

Murari, Andrea; Rossi, Riccardo; Wyss, Ivan; Puleio, Alessandro; Rutigliano, Novella; Gaudio, Pasquale; Gelfusa, Michela

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Optimisation of physics-informed neural network architecture and training for tokamak equilibrium reconstruction 基于物理信息的神经网络架构和训练优化用于托卡马克平衡重构

Plasma Physics and Controlled Fusion

IF2.3

2026-04-01

0

PREAI

Rutigliano, Novella; Murari, Andrea; Gaudio, Pasquale; Gelfusa, Michela; Rossi, Riccardo

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Multi-diagnostics reconstruction of magnetic equilibrium and kinetic profiles using physics-informed neural networks with applications to JET 基于物理信息神经网络的多诊断重建磁平衡与动力学剖面及其在JET中的应用

IF4

2026-04-01

1

OAAI

Rutigliano, Novella; Murari, Andrea; Gaudio, Pasquale; Gelfusa, Michela; Rossi, Riccardo

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A novel adaptive weighting scheme for physics-informed neural networks with uncertainty prediction in presence of noisy data and outliers 一种新颖的自适应加权方案，用于在存在噪声数据和离群值的情况下，具有不确定性预测的物理信息神经网络

Engineering Research Express

IF1.6

2026-02-01

2

PREAI

Rutigliano, Novella; Rossi, Riccardo; Gaudio, Pasquale

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On the Use of Autoencoders to Study the Dynamics and the Causality Relations of Complex Systems with Applications to Nuclear Fusion 关于使用自编码器研究复杂系统的动态和因果关系及其在核聚变中的应用

Computer Physics Communications

IF3.4

2025-12-04

0

OAAI

R. Rossi; A. Murari; T. Craciunescu; N. Rutigliano; I. Wyss; J. Vega; P. Gaudio; M. Gelfusa

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A novel approach to random and systematic denoising using Gemini AutoEncoder 使用Gemini自动编码器进行随机和系统去噪的新方法

PHYSICA SCRIPTA

IF2.6

2025-12-01

0

PREAI

Rutigliano, Novella; Rossi, Riccardo; Gaudio, Pasquale

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