Sepehr Maleki

According to our database, Sepehr Maleki authored at least 16 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Pi-Transformer: A Physics-informed Attention Mechanism for Time Series Anomaly Detection.

Sepehr Maleki, Negar Pourmoazemi

CoRR, September, 2025

Physics-Informed Neural Networks for Industrial Gas Turbines: Recent Trends, Advancements and Challenges.

Afila Ajithkumar Sophiya, Sepehr Maleki, Giuseppe Bruni, Senthil K. Krishnababu

CoRR, June, 2025

A comprehensive analysis of PINNs: Variants, Applications, and Challenges.

Afila Ajithkumar Sophiya, Akarsh K. Nair, Sepehr Maleki, Senthil K. Krishnababu

CoRR, May, 2025

C(NN)FD - Deep Learning Modelling of Multi-Stage Axial Compressors Aerodynamics.

Giuseppe Bruni, Sepehr Maleki, Senthil K. Krishnababu

CoRR, March, 2025

2024

C(NN)FD - A Deep Learning Framework for Turbomachinery CFD Analysis.

Giuseppe Bruni, Sepehr Maleki, Senthil K. Krishnababu

IEEE Trans. Ind. Informatics, August, 2024

A music recommender system based on compact convolutional transformers.

Negar Pourmoazemi, Sepehr Maleki

Expert Syst. Appl., 2024

2023

Review evolution of dual-resource-constrained scheduling problems in manufacturing systems: modeling and scheduling methods' trends.

Aidin Delgoshaei, Mohd Khairol Anuar bin Mohd Ariffin, Sepehr Maleki, Zulkiflle B. Leman

Soft Comput., December, 2023

Deep learning modelling of tip clearance variations on multi-stage axial compressors aerodynamics.

Giuseppe Bruni, Sepehr Maleki, Senthil K. Krishnababu

CoRR, 2023

2021

Unsupervised anomaly detection with LSTM autoencoders using statistical data-filtering.

Sepehr Maleki, Sasan Maleki, Nicholas R. Jennings

Appl. Soft Comput., 2021

2019

Robust hierarchical clustering for novelty identification in sensor networks: With applications to industrial systems.

Sepehr Maleki, Chris Bingham

Appl. Soft Comput., 2019

2017

Performance analysis of a twin shaft Industrial Gas Turbine at fouling conditions.

Samuel Cruz-Manzo, Sepehr Maleki, Yu Zhang, Vili Panov, Anthony Latimer

Proceedings of the 2017 IEEE International Conference on Prognostics and Health Management, 2017

A one-class Clustering technique for Novelty Detection and Isolation in sensor networks.

Sepehr Maleki, Chris Bingham

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2017

2016

Development and Realization of Changepoint Analysis for the Detection of Emerging Faults on Industrial Systems.

Sepehr Maleki, Chris Bingham, Yu Zhang

IEEE Trans. Ind. Informatics, 2016

2015

Failure identification for linear repetitive processes.

Sepehr Maleki, Paolo Rapisarda, Eric Rogers

Multidimens. Syst. Signal Process., 2015

Failure identification for 3D linear systems.

Sepehr Maleki, Paolo Rapisarda, Lorenzo Ntogramatzidis, Eric Rogers

Multidimens. Syst. Signal Process., 2015

Operational pattern analysis for predictive maintenance scheduling of industrial systems.

Yu Zhang, Chris Bingham, Michael Gallimore, Sepehr Maleki

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2015