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Luca Laurenti

delft university of technology

H指数:14

被引数:838

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A data-driven approach for safety quantification of non-linear stochastic systems with unknown additive noise distribution

基于数据驱动的方法对具有未知加性噪声分布的非线性随机系统的安全性进行量化

IF5.9

2026-08-010

OAAI

Efficient strategy synthesis for switched stochastic systems with distributional uncertainty

NONLINEAR ANALYSIS-HYBRID SYSTEMS

IF4.1

2025-02-010

OAAI

Probabilistic reach-avoid for Bayesian neural networks

贝叶斯神经网络的概率到达避免

artificial intelligence review

IF4.6

2024-09-011

OAAI

Formal Analysis of the Sampling Behavior of Stochastic Event-Triggered Control

随机事件触发控制抽样行为的形式化分析

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2024-07-010

PRE

On the Robustness of Bayesian Neural Networks to Adversarial Attacks

贝叶斯神经网络对抗攻击的鲁棒性研究

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-010

OA

A Bayesian defect-based physics-guided neural network model for probabilistic fatigue endurance limit evaluation

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-01-0110

OAAI

Physiologically-Informed Gaussian Processes for Interpretable Modelling of Psycho-Physiological States

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-08-013

OA

A defect-based physics-informed machine learning framework for fatigue finite life prediction in additive manufacturing

基于缺陷的物理机器学习框架，用于增材制造中的乏力有限寿命预测

MATERIALS & DESIGN

IF7.9

2022-10-0178

OAAI

PID Control of Biochemical Reaction Networks

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2022-02-0134

OAAI

Formal and Efficient Synthesis for Continuous-Time Linear Stochastic Hybrid Processes

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2021-01-0114

OAAI