Vol. 1 No. 1 (2026)

Published April 2, 2026
Regular Issue 2026 01 01

Regular Issue on Optical Measurement and Instrument Science

Articles

Samuel Parker (Author)
Uncertainty Quantification and Explainable AI for Aneurysm Rupture Risk Prediction: A Bayesian Deep Learning Approach to Hemodynamic Analysis
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Klaus Weber (Author)
Test-Time Adaptation and Rapid Deployment for Deep Learning in Optical Surface Inspection: Zero-Label Model Adaptation to New Product Variants and Measurement Conditions
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Maleb Gebi (Author)
Explainability and Interpretability for Deep Learning in Optical Surface Inspection: Attribution-Based Analysis of Thermal Imaging and Defect Detection Decisions
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Hajimi Bao (Author)
Sentiment-Enhanced Temporal Graph Neural Network for Stock Trend Prediction
Tang Bao (Author)
Explainable AI in Financial Prediction: Bridging Interpretability and Accuracy through Graph-based Neural Networks and Regularization Techniques
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Klaus Weber (Author)
Knowledge Distillation for Optical Surface Inspection: Compressing Large Inspection Networks into Efficient Deployable Models
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Maleb Gebi (Author)
Adversarial Robustness for Deep Learning in Optical Surface Inspection: Attacks, Defenses, and Certified Perturbation Analysis
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James Carter (Author)
Knowledge Distillation and Model Compression for Financial Prediction: Adapting Graph-Based State Space Models for Resource-Constrained Environments
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Klaus Weber (Author)
Toward Trusted Autonomous Optical Surface Inspection: An Integrated Framework for Robustness, Uncertainty, Explainability, and Open-Set Recognition
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Maleb Gebi (Author)
Generative Models for Optical Surface Inspection: Synthetic Training Data Augmentation via Conditional GANs and Diffusion Models
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William Brooks (Author)
Causal Inference and Counterfactual Reasoning for Stock Market Prediction: A Graph-Based State Space Approach
Yi Bao (Author)
Patient-Reported Outcomes and Health-Related Quality of Life as Determinants of First-Line Treatment Selection in Advanced Hepatocellular Carcinoma: A Synthesis of Evidence and Proposal of a PRO-Inclusive Framework
Maleb Gebi (Author)
Out-of-Distribution Detection and Open-Set Recognition for Deep Learning in Optical Surface Inspection: Identifying Unknown Defects and Novel Product Variants
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Claire Peterson (Author)
MarkovFormer: Market Regime-Aware Hierarchical State Space Architecture for Stock Movement Prediction
Amelia Reynolds (Author)
Uncertainty-Aware Artificial Intelligence: From Epistemic Quantification to Trustworthy Cross-Domain Decision Support
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Klaus Weber (Author)
Automated Machine Learning for Optical Surface Inspection: Neural Architecture Search and Hyperparameter Optimization for Self-Designing Inspection Networks
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Hajimi Bao (Author)
Federated Learning for Privacy-Preserving Collaborative Optical Surface Inspection Across Manufacturing Facilities
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Emily Richardson (Author)
TransNAS-Stock: Transfer Learning and Neural Architecture Search for Cross-Market Stock Movement Prediction