Search Results for author: Majid Nabavi

Found 3 papers, 0 papers with code

Semi-Supervised Health Index Monitoring with Feature Generation and Fusion

no code implementations5 Dec 2023 Gaëtan Frusque, Ismail Nejjar, Majid Nabavi, Olga Fink

The Health Index (HI) is crucial for evaluating system health, aiding tasks like anomaly detection and predicting remaining useful life for systems demanding high safety and reliability.

Semi-supervised Anomaly Detection Supervised Anomaly Detection

Advanced Manufacturing Configuration by Sample-efficient Batch Bayesian Optimization

no code implementations24 May 2022 Xavier Guidetti, Alisa Rupenyan, Lutz Fassl, Majid Nabavi, John Lygeros

We propose a framework for the configuration and operation of expensive-to-evaluate advanced manufacturing methods, based on Bayesian optimization.

Bayesian Optimization Benchmarking

Plasma Spray Process Parameters Configuration using Sample-efficient Batch Bayesian Optimization

no code implementations25 Mar 2021 Xavier Guidetti, Alisa Rupenyan, Lutz Fassl, Majid Nabavi, John Lygeros

Recent work has shown constrained Bayesian optimization to be a powerful technique for the optimization of industrial processes.

Bayesian Optimization

Cannot find the paper you are looking for? You can Submit a new open access paper.