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  • Bayesian Network Model
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Articles published on Bayesian Network

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26832 Search results
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  • New
  • Research Article
  • 10.1016/j.nucengdes.2025.114558
Multi-hazard probabilistic safety assessments using Bayesian networks – A framework and demonstration for integrating technical and human risk
  • Jan 1, 2026
  • Nuclear Engineering and Design
  • Varenya Kumar D Mohan + 4 more

Multi-hazard probabilistic safety assessments using Bayesian networks – A framework and demonstration for integrating technical and human risk

  • New
  • Research Article
  • 10.1016/j.watres.2025.124715
Validating a Bayesian network model to characterise faecal indicator organism loss from septic tank systems in rural catchments.
  • Jan 1, 2026
  • Water research
  • Chisha Chongo Mzyece + 7 more

Validating a Bayesian network model to characterise faecal indicator organism loss from septic tank systems in rural catchments.

  • New
  • Research Article
  • 10.1016/j.enbuild.2025.116658
A label-free hybrid fault detection and diagnosis approach for HVAC systems using bayesian networks
  • Jan 1, 2026
  • Energy and Buildings
  • Marco Paolini + 2 more

A label-free hybrid fault detection and diagnosis approach for HVAC systems using bayesian networks

  • New
  • Research Article
  • 10.1016/j.critrevonc.2025.105050
The relationship between circulating tumor biomarkers and prognosis of appendix cancer: A systematic review and meta-analysis.
  • Jan 1, 2026
  • Critical reviews in oncology/hematology
  • Yiyi Zhou + 5 more

The relationship between circulating tumor biomarkers and prognosis of appendix cancer: A systematic review and meta-analysis.

  • New
  • Research Article
  • 10.1016/j.intimp.2025.115751
Evaluation of the post-marketing safety of eculizumab from 2007 to 2025: A real-world pharmacovigilance study and signal analysis based on the FAERS database.
  • Jan 1, 2026
  • International immunopharmacology
  • Chengze Liang + 4 more

Evaluation of the post-marketing safety of eculizumab from 2007 to 2025: A real-world pharmacovigilance study and signal analysis based on the FAERS database.

  • New
  • Research Article
  • Cite Count Icon 2
  • 10.1016/j.aei.2025.103907
Bayesian physics-informed neural networks with iterative ensemble Kalman inversion for RUL prediction and uncertainty quantification
  • Jan 1, 2026
  • Advanced Engineering Informatics
  • Shushuai Xie + 7 more

Bayesian physics-informed neural networks with iterative ensemble Kalman inversion for RUL prediction and uncertainty quantification

  • New
  • Research Article
  • Cite Count Icon 1
  • 10.1016/j.ress.2025.111557
Life-cycle performance prediction and interpretation for coastal and marine prestressed concrete beams using active learning-enhanced Bayesian neural networks
  • Jan 1, 2026
  • Reliability Engineering & System Safety
  • Xiaoming Lei + 3 more

Life-cycle performance prediction and interpretation for coastal and marine prestressed concrete beams using active learning-enhanced Bayesian neural networks

  • New
  • Research Article
  • 10.1016/j.oceaneng.2025.123453
Process HAZOP integrated improved Z-numbers Bayesian belief network approach for quantitative risk analysis of cargo tank inspection in chemical tanker ships
  • Jan 1, 2026
  • Ocean Engineering
  • Batuhan Inanc Erkan + 5 more

Process HAZOP integrated improved Z-numbers Bayesian belief network approach for quantitative risk analysis of cargo tank inspection in chemical tanker ships

  • New
  • Research Article
  • 10.1016/j.apenergy.2025.127013
Real-time knowledge- and data-driven reliability analysis for lithium-ion battery energy storage system by Bayesian fault propagation network
  • Jan 1, 2026
  • Applied Energy
  • Yijie Wang + 7 more

Real-time knowledge- and data-driven reliability analysis for lithium-ion battery energy storage system by Bayesian fault propagation network

  • New
  • Research Article
  • 10.1016/j.matlet.2025.139496
Surface roughness prediction of carbon steel gears using a novel method combining causal inference and physics-guided neural networks (CI-PGNNs)
  • Jan 1, 2026
  • Materials Letters
  • Qi Zhang + 4 more

Surface roughness prediction of carbon steel gears using a novel method combining causal inference and physics-guided neural networks (CI-PGNNs)

  • New
  • Research Article
  • 10.1016/j.oceaneng.2025.123574
From fault trees to Bayesian networks: A hybrid model for fishing vessel compliance risk assessment
  • Jan 1, 2026
  • Ocean Engineering
  • Chao Lyu + 2 more

From fault trees to Bayesian networks: A hybrid model for fishing vessel compliance risk assessment

  • New
  • Research Article
  • 10.1016/j.cognition.2025.106301
The chicken and the egg: unraveling aspects of semantic change and how they relate to lexical acquisition.
  • Jan 1, 2026
  • Cognition
  • Andreas Baumann + 1 more

The chicken and the egg: unraveling aspects of semantic change and how they relate to lexical acquisition.

  • New
  • Research Article
  • 10.1016/j.oceaneng.2025.123593
Dynamic evolutionary Bayesian network model for offshore risk assessment
  • Jan 1, 2026
  • Ocean Engineering
  • Jiajie Dong + 2 more

Dynamic evolutionary Bayesian network model for offshore risk assessment

  • New
  • Research Article
  • 10.1016/j.jlp.2025.105789
Event and fault tree-based Bayesian network for probabilistic safety assessment of earthquake-induced fire and explosion hazard
  • Jan 1, 2026
  • Journal of Loss Prevention in the Process Industries
  • Se-Hyeok Lee + 3 more

Event and fault tree-based Bayesian network for probabilistic safety assessment of earthquake-induced fire and explosion hazard

  • New
  • Research Article
  • 10.1016/j.aei.2025.103951
Root cause analysis and prediction of quality issues in the complex aviation products assembly process using object oriented Bayesian networks
  • Jan 1, 2026
  • Advanced Engineering Informatics
  • Kai Guo + 4 more

Root cause analysis and prediction of quality issues in the complex aviation products assembly process using object oriented Bayesian networks

  • New
  • Research Article
  • 10.1016/j.coastaleng.2025.104895
A multi-tiered Bayesian network coastal compound flood analysis framework
  • Jan 1, 2026
  • Coastal Engineering
  • Ziyue Liu + 5 more

A multi-tiered Bayesian network coastal compound flood analysis framework

  • New
  • Research Article
  • 10.1016/j.scitotenv.2025.180972
Integrating laboratory and field data to evaluate the effects of experimental microplastic exposure on Acanthogobius flavimaus.
  • Jan 1, 2026
  • The Science of the total environment
  • Hideaki Shima + 2 more

Integrating laboratory and field data to evaluate the effects of experimental microplastic exposure on Acanthogobius flavimaus.

  • New
  • Research Article
  • 10.1016/j.artmed.2025.103312
Do machine learning methods make better predictions than conventional ones in pharmacoepidemiology? A systematic review, meta-analysis, and network meta-analysis.
  • Jan 1, 2026
  • Artificial intelligence in medicine
  • Ana Paula Bruno Pena-Gralle + 7 more

Do machine learning methods make better predictions than conventional ones in pharmacoepidemiology? A systematic review, meta-analysis, and network meta-analysis.

  • New
  • Research Article
  • 10.1016/j.eswa.2025.129184
A Bayesian network based framework for ripple effect analysis in cross-tier shipbuilding supply chains
  • Jan 1, 2026
  • Expert Systems with Applications
  • Yiqi Zhang + 4 more

A Bayesian network based framework for ripple effect analysis in cross-tier shipbuilding supply chains

  • New
  • Research Article
  • 10.1016/j.jdiacomp.2025.109234
Dipeptidyl peptidase-4 inhibitors and diabetic retinopathy in type 2 diabetes: A network meta-analysis of randomized clinical trials.
  • Jan 1, 2026
  • Journal of diabetes and its complications
  • Amparo Ortiz-Seller + 3 more

Dipeptidyl peptidase-4 inhibitors and diabetic retinopathy in type 2 diabetes: A network meta-analysis of randomized clinical trials.

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