Vol. 1 No. 1 (2026)

Published July 2, 2026
Regular Issue 2026 07

Regular Issue 2026 07

Articles

Victor Harrison, William Brooks, Xavier Coleman (Author)
Regenerative Bioinformatics with Governed Curriculum Learning
Alexander Pierce, Benjamin Hayes (Author)
Evidence Chains for Biomedical Materials, Food Safety, and Health Recommendations
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George Anderson, Henry Foster (Author)
Adaptive Multimodal Embeddings for Microstructure and Interface Analytics
York Spencer, Benjamin Carter (Author)
Latent Graph Reasoning for Molecular and Financial Evidence
Oliver J. Bennett, Amelia R. Clarke (Author)
Session-Level Threat Scoring for Privileged Operations in Elastic Infrastructure
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Alexander Pierce, Olivia Taylor, Charlotte Evans (Author)
Accounting Supervision as a Model for Auditable Intelligent Oversight
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Simon Davidson, Adrian Fletcher, Colin Morrison (Author)
Clinical Flow Analytics for Genomic Diagnostic Services
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Sofie Nielsen, Xavier Coleman, Victor Harrison (Author)
Convergent Optimization for Reflective Visual Materials Reasoning
Simon Davidson, Adrian Fletcher, Colin Morrison (Author)
Lifecycle Monitoring and Revalidation for Computational Evidence Integration Across Clinical, Molecular, And Population-Health Systems: From Laboratory Validation To Field Operation in Operational Assurance
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Christopher Wilson, Edward Collins, Frederick Harris (Author)
Probabilistic Co-Control and Structural Reasoning under Information Bottlenecks
Claire Peterson, Samuel Parker (Author)
Privacy-Aware Data Governance for Continually Learning Platforms
Douglas Owens, Harold Reynolds, Raymond Fisher (Author)
Data Provenance and Reproducibility for Thermowettability in Graphene Channels: From Laboratory Evidence to Operational Control
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Andrew Miller, Samuel Richardson, Zachary Peterson (Author)
Scale-Aware Fault Intelligence for Electrochemical Energy Systems
Patrick Turner, Quentin Foster, Robert Campbell (Author)
Explainable Engineering Monitoring and Low-Altitude Safety
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Sofie Nielsen, Frederick Harris, York Spencer (Author)
Strategic Protection and Fast Uncertainty Models for Catalyst Manufacturing
Samuel Richardson, Thomas Edwards, Ulysses Grant (Author)
Curriculum Reasoning for Environmental Mixtures and Material Graphs
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Xavier Coleman, Hannah Kelly, Henry Walker (Author)
Popularity Bias, Molecular Conformation, and Responsible Nanomaterial Discovery
Lukas Meier, Anna Keller (Author)
Residual Data Leakage Detection Across Object Storage Lifecycle Transitions
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Dominic Larson, Julian Palmer, Marcus Wheeler (Author)
Gradient Boosted Forecasting for Specialty Care Capacity
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Dominic Larson, Julian Palmer, Marcus Wheeler (Author)
Evidence Boundaries and Benchmark Design for Data- And Knowledge-Aware Monitoring Of Atomically Dispersed Fuel-Cell Catalysts: With Interpretable Escalation And Recovery in Operational Assurance
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Walter Ellis, Arthur Harrison, Lawrence Gibson (Author)
Adaptive Monitoring and Control for Carbon-Nanotube Desalination Membranes: From Laboratory Evidence to Operational Control
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Nathaniel Bishop, Theodore Chapman, Harrison Bradley (Author)
Robust Hospital Demand Forecasting under Sparse Evidence
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Nathaniel Bishop, Theodore Chapman, Harrison Bradley (Author)
Reliability under Shift and Sparse Failure for Knowledge-Graph-Guided Drug-Target Affinity Modelling: Across Biomedical, Industrial, And Materials Systems in Operational Assurance
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Carl McDonald, Roger Cruz, Albert Marshall (Author)
Cross-Scale Modelling and Validation for Photo-Fenton Hydrogen and Remediation Systems: From Laboratory Evidence to Operational Control
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Henry Ortiz, Victor Gomez, Philip Murray (Author)
Responsible Automation and Governance for Lithium-Sulfur Separator Engineering: From Laboratory Evidence to Operational Control
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Maxwell Crawford, Cameron Sullivan, Garrett Mitchell (Author)
Rare Disease Demand Signals in Hospital Operations
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Maxwell Crawford, Cameron Sullivan, Garrett Mitchell (Author)
Provenance, Governance, and Human Review for Multimodal Zero-Shot Anomaly Detection: For Reproducible Human-Ai Collaboration in Operational Assurance
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Wesley Harrison, Vincent Parker, Frederick Reynolds (Author)
Hospital Demand Forecasting for Molecular and Cellular Care
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Wesley Harrison, Vincent Parker, Frederick Reynolds (Author)
Lifecycle Monitoring and Revalidation for Computational Evidence Integration Across Clinical, Molecular, And Population-Health Systems: With Uncertainty-Aware Translation Controls in Operational Assurance
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Eugene Freeman, Ralph Wells, Bruce Webb (Author)
Uncertainty-Aware Decision Support for Tapered Graphene Desalination: From Laboratory Evidence to Operational Control
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Louis Simpson, Martin Stevens, Philip Tucker (Author)
Lifecycle Reliability and Translation for Bernoulli-Driven Water Separation: From Laboratory Evidence to Operational Control
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Dennis Porter, Jerry Hunter, Wayne Hicks (Author)
Multimodal Measurement and Diagnosis for Thermowettability in Graphene Channels: From Laboratory Evidence to Operational Control
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Billy Crawford, Joe Henry, Terry Boyd (Author)
Operational Resilience and Revalidation for Carbon-Nanotube Desalination Membranes: From Laboratory Evidence to Operational Control
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Sean Mason, Aaron Snyder, Charles Lane (Author)
Knowledge Extraction and Traceability for Photo-Fenton Hydrogen and Remediation Systems: From Laboratory Evidence to Operational Control
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Adam Riley, Austin Johnston, Cameron Ford (Author)
Evidence Boundaries and Scale-Up for Lithium-Sulfur Separator Engineering: Validity Domains and Revalidation Triggers
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Evan Wagner, Gavin Larson, Dylan Carlson (Author)
Failure-Aware Evaluation for Forward-Osmosis Hydrogel Systems: Validity Domains and Revalidation Triggers
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Logan Harper, Mason Burke, Owen Chapman (Author)
Data Provenance and Reproducibility for Tapered Graphene Desalination: Validity Domains and Revalidation Triggers
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Caleb Robertson, Luke Mills, Ryan Palmer (Author)
Adaptive Monitoring and Control for Bernoulli-Driven Water Separation: Validity Domains and Revalidation Triggers
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Tyler Warren, Connor Spencer, Blake Patterson (Author)
Cross-Scale Modelling and Validation for Thermowettability in Graphene Channels: Validity Domains and Revalidation Triggers
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Jack Matthews, Noah Chapman, Ethan Kelley (Author)
Responsible Automation and Governance for Carbon-Nanotube Desalination Membranes: Validity Domains and Revalidation Triggers
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