Mohammadhossein Modirrousta - Publications, H-index & Citations

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Mohammadhossein Modirrousta

university of alberta

2H-index

5Paper Count

13Citation Count

Published Papers 6

Publication Date

Structure-aware LSTM–GATv2: Causal discovery and fault diagnosis via adversarial learning

Journal of Process Control

IF3.9

2026-06-24

OAAI

Mohammadhossein Modir Rousta; Alireza Memarian; Biao Huang

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Oscillation analysis using Retrieval-Augmented Generation

Computers & Chemical Engineering

IF3.9

2025-11-22

OAAI

Abhijeet Singh; Mohammadhossein Modir Rousta; Biao Huang

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Causal discovery in industrial systems via physics-guided variational attention and probabilistic interventions

Computers & Chemical Engineering

IF3.9

2025-09-30

OAAI

Mohammadhossein Modirrousta; Alireza Memarian; Biao Huang

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Entropy-enhanced batch sampling and conformal learning in VGAE for physics-informed causal discovery and fault diagnosis

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2025-06-01

OAAI

Modirrousta, Mohammadhossein; Memarian, Alireza; Huang, Biao

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Analysis of anomalous behaviour in network systems using deep reinforcement learning with convolutional neural network architecture

CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY

IF7.3

2024-06-27

OAAI

Modirrousta, Mohammad Hossein; Forghani Arani, Parisa; Kazemi, Reza; Aliyari-Shoorehdeli, Mahdi

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GAN-LSTM-3D: An efficient method for lung tumour 3D reconstruction enhanced by attention-based LSTM

CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY

IF7.3

2023-05-10

OAAI

Hong, Lu; Modirrousta, Mohammad Hossein; Nasirpour, Mohammad Hossein; Chargari, Mohammadreza Mirshekari; Mohammadi, Fardin; Moravvej, Seyed Vahid; Rezvanishad, Leila; Rezvanishad, Mohammadreza; Bakhshayeshi, Ivan; Alizadehsani, Roohallah; Razzak, Imran; Alinejad-Rokny, Hamid; Nahavandi, Saeid

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Research Directions