Vol. 1 No. 3 (2026)

Published August 1, 2026
Regular Issue 2026 08

Regular Issue 2026 08

Articles

George Anderson, Daniel Morgan, Xavier Coleman (Author)
Reflective Vision-Language Reasoning for Catalyst Interface Diagnosis
Daan de Vries, Marieke van den Berg (Author)
Mechanistic State Transition Inference for Fault Isolation in Chemical Process Operations
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Victor Harrison, Ulysses Grant, Xavier Coleman (Author)
Personalized Graph Recommendation for Electrocatalyst Synthesis Planning
Adrian Chun-Ho Wong, Natalie Hoi-Yan Chan (Author)
Memory-Regularized Stream Clustering for Anomaly Detection in Edge Video Analytics Metrics
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Mark Porter, Peter Freeman, Richard Ellis (Author)
Evidence Boundaries and Benchmark Design for Traceable Graph, Multimodal, And Systems Methods For Interdisciplinary Decision Support: With Interpretable Escalation And Recovery in Model Development
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Robert L Perry, York Spencer, Chen Jiahao (Author)
Multiview Domain Adaptation in Polymer and Electrocatalyst Informatics
Daniel Thompson, Rachel Bennett, Christopher Wilson (Author)
Metric Interaction Learning for Performance Incident Discovery in Non-Stationary Cloud Services
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Lena Hoffmann, Jonas Becker, Matthias Weber (Author)
Predictive Learning Analytics for Participation Risk in Community Education Programs
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Andrew Miller, George Anderson, Xavier Coleman (Author)
Prompt-Efficient Graph Reasoning for Sustainable Materials Design
Anna Keller, Lukas Meier (Author)
Multi-Turbine Dependency Reconstruction for Non-Stationary Wind Farm Operation Anomaly Detection
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Eric Morris, Brian Rogers, Steven Reed (Author)
Responsible Automation and Governance for Carbon-Nanotube Desalination Membranes: Measurement and Comparator Design
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Amelia Reynolds, Frederick Harris, Claire Dubois (Author)
Graph-Informed Discovery of Durable Multisite Oxygen-Reduction Catalysts
Mark Porter, Peter Freeman, Richard Ellis (Author)
Latency Aware Deployment of Road Caption Services
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Weijie Tan, Amanda Li (Author)
Learning Spatiotemporal Representations of Irregular Urban Traffic Flows
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Edward Bryant, Gregory Woods, Jeffrey Mason (Author)
Service Observability for Intelligent Transport Vision
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Edward Bryant, Gregory Woods, Jeffrey Mason (Author)
Reliability under Shift and Sparse Failure for Knowledge-Graph-Guided Drug-Target Affinity Modelling: Across Biomedical, Industrial, And Materials Systems in Model Development
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Timothy Cook, Patrick Morgan, Zachary Bell (Author)
Uncertainty-Aware Decision Support for Photo-Fenton Hydrogen and Remediation Systems: Measurement and Comparator Design
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Tyler Murphy, Adam Bailey, Austin Rivera (Author)
Lifecycle Reliability and Translation for Lithium-Sulfur Separator Engineering: Measurement and Comparator Design
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Douglas Warren, Raymond Butler, Arthur Gibson (Author)
Transport Innovation under Unstable Cloud Workloads
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Douglas Warren, Raymond Butler, Arthur Gibson (Author)
Provenance, Governance, and Human Review for Data- And Knowledge-Aware Monitoring Of Atomically Dispersed Fuel-Cell Catalysts: For Reproducible Human-Ai Collaboration in Model Development
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Kyle Cooper, Ethan Richardson, Noah Cox (Author)
Multimodal Measurement and Diagnosis for Forward-Osmosis Hydrogel Systems: Measurement and Comparator Design
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Lawrence Webb, Carl Patterson, Roger Jenkins (Author)
Scalable Road Scene Modeling for Mobility Platforms
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Lawrence Webb, Carl Patterson, Roger Jenkins (Author)
Lifecycle Monitoring and Revalidation for Traceable Graph, Multimodal, And Systems Methods For Interdisciplinary Decision Support: With Uncertainty-Aware Translation Controls in Model Development
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Albert Matthews, Philip Crawford, Bruce Lawson (Author)
Evidence Boundaries and Benchmark Design for Computational Evidence Integration Across Clinical, Molecular, And Population-Health Systems: From Representation To Accountable Decision in External Validation
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Evan Howard, Connor Ward, Jordan Torres (Author)
Operational Resilience and Revalidation for Tapered Graphene Desalination: Measurement and Comparator Design
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Albert Matthews, Philip Crawford, Bruce Lawson (Author)
Graph Learning for Drug Discovery with Cellular Context
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Martin Johnston, Dennis Gardner, Wayne Hoffman (Author)
Reliability under Shift and Sparse Failure for Knowledge-Graph-Guided Drug-Target Affinity Modelling: Across Heterogeneous Data And Operating Regimes in External Validation
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Cameron Peterson, Luke Gray, Gavin Ramirez (Author)
Knowledge Extraction and Traceability for Bernoulli-Driven Water Separation: Measurement and Comparator Design
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Martin Johnston, Dennis Gardner, Wayne Hoffman (Author)
Evidence Boundaries in Graph Based Drug Discovery
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Terry Schmidt, Craig Larson, Gary Carlson (Author)
From Molecular Signals to Drug Discovery Graphs
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Terry Schmidt, Craig Larson, Gary Carlson (Author)
Provenance, Governance, and Human Review for Multimodal Zero-Shot Anomaly Detection: With Multimodal And Relational Evidence in External Validation
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Blake James, Ian Watson, Dylan Brooks (Author)
Evidence Boundaries and Scale-Up for Thermowettability in Graphene Channels: Failure Modes across the Evidence Chain
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Nathan Kelly, Sean Sanders, Christian Price (Author)
Failure-Aware Evaluation for Carbon-Nanotube Desalination Membranes: Failure Modes across the Evidence Chain
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Bradley Newman, Trevor Morrison, Wesley Franklin (Author)
Clinical Genetics as a Constraint on Drug Discovery AI
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Bradley Newman, Trevor Morrison, Wesley Franklin (Author)
Lifecycle Monitoring and Revalidation for Computational Evidence Integration Across Clinical, Molecular, And Population-Health Systems: For Safety-Critical Scientific Workflows in External Validation
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Hunter Bennett, Jack Wood, Thomas Barnes (Author)
Data Provenance and Reproducibility for Photo-Fenton Hydrogen and Remediation Systems: Failure Modes across the Evidence Chain
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Vincent Lawson, Marcus Pearson, Gavin Barrett (Author)
Functional Networks for Graph Based Therapeutic Hypotheses
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Vincent Lawson, Marcus Pearson, Gavin Barrett (Author)
Evidence Boundaries and Benchmark Design for Data- And Knowledge-Aware Monitoring Of Atomically Dispersed Fuel-Cell Catalysts: Under Incomplete Metadata And Measurement Noise in External Validation
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Ian Fletcher, Owen Burke, Caleb Armstrong (Author)
Reliability under Shift and Sparse Failure for Knowledge-Graph-Guided Drug-Target Affinity Modelling: From Laboratory Validation To Field Operation in External Validation
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Alex Ross, Caleb Henderson, Nicholas Coleman (Author)
Adaptive Monitoring and Control for Lithium-Sulfur Separator Engineering: Failure Modes across the Evidence Chain
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Ian Fletcher, Owen Burke, Caleb Armstrong (Author)
Dental Development Networks in Intelligent Drug Discovery
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Hunter Davidson, Blake Holland, Cole Warren (Author)
Provenance, Governance, and Human Review for Multimodal Zero-Shot Anomaly Detection: With Interpretable Escalation And Recovery in External Validation
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Aaron Jenkins, Adam Perry, Ryan Powell (Author)
Cross-Scale Modelling and Validation for Tapered Graphene Desalination: Failure Modes across the Evidence Chain
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Hunter Davidson, Blake Holland, Cole Warren (Author)
Variant Interpretation in Reinforcement Guided Search
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Garrett Hawkins, Derek Hoffman, Jordan Keller (Author)
Lifecycle Monitoring and Revalidation for Data- And Knowledge-Aware Monitoring Of Atomically Dispersed Fuel-Cell Catalysts: Across Biomedical, Industrial, And Materials Systems in External Validation
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Jason Long, Brandon Patterson, Tyler Hughes (Author)
Responsible Automation and Governance for Bernoulli-Driven Water Separation: Failure Modes across the Evidence Chain
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Garrett Hawkins, Derek Hoffman, Jordan Keller (Author)
Uncertainty Control in Graph Guided Drug Discovery
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Austin Flores, Zachary Washington, William Butler (Author)
Uncertainty-Aware Decision Support for Thermowettability in Graphene Channels: Failure Modes across the Evidence Chain
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Corey Wagner, Shane Bradley, Seth Robertson (Author)
Rare Disease and Injury Evidence in Therapeutic Graphs
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Corey Wagner, Shane Bradley, Seth Robertson (Author)
Evidence Boundaries and Benchmark Design for Traceable Graph, Multimodal, And Systems Methods For Interdisciplinary Decision Support: For Reproducible Human-Ai Collaboration in External Validation
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Charles Simmons, Gregory Foster, Patrick Bryant (Author)
Lifecycle Reliability and Translation for Carbon-Nanotube Desalination Membranes: Failure Modes across the Evidence Chain
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Travis Harper, Dean Crawford, Keith Bishop (Author)
Compression Injury Transcriptomics in Drug Discovery Reasoning
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Travis Harper, Dean Crawford, Keith Bishop (Author)
Reliability under Shift and Sparse Failure for Knowledge-Graph-Guided Drug-Target Affinity Modelling: With Uncertainty-Aware Translation Controls in External Validation
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Jeremy Alexander, Justin Russell, Kevin Griffin (Author)
Multimodal Measurement and Diagnosis for Photo-Fenton Hydrogen and Remediation Systems: Failure Modes across the Evidence Chain
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Paul Montgomery, Stephen Douglas, Timothy Gardner (Author)
Hospital Resource Forecasting with Prognostic Signals
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Paul Montgomery, Stephen Douglas, Timothy Gardner (Author)
Provenance, Governance, and Human Review for Data- And Knowledge-Aware Monitoring Of Atomically Dispersed Fuel-Cell Catalysts: From Representation To Accountable Decision in Operational Assurance
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Ronald Hudson, Kenneth Wheeler, Frank Perkins (Author)
Lifecycle Monitoring and Revalidation for Multimodal Evidence And Resilience Across Environmental And Engineered Systems: Across Heterogeneous Data And Operating Regimes in Operational Assurance
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Scott Diaz, Stephen Hayes, Timothy Myers (Author)
Operational Resilience and Revalidation for Lithium-Sulfur Separator Engineering: Failure Modes across the Evidence Chain
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Ronald Hudson, Kenneth Wheeler, Frank Perkins (Author)
Bed Allocation Analytics for Genomic Medicine Pathways
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Walter Fleming, Eugene Hoffman, Ralph Chandler (Author)
Evidence Boundaries and Benchmark Design for Traceable Graph, Multimodal, And Systems Methods For Interdisciplinary Decision Support: With Multimodal And Relational Evidence in Operational Assurance
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Richard Ford, Jeffrey Hamilton, Mark Graham (Author)
Knowledge Extraction and Traceability for Forward-Osmosis Hydrogel Systems: Failure Modes across the Evidence Chain
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Walter Fleming, Eugene Hoffman, Ralph Chandler (Author)
Patient Flow Forecasting under Diagnostic Uncertainty
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Louis Barrett, Martin Keller, Philip Stevenson (Author)
Operational Demand Models for Pediatric Oral Health
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Louis Barrett, Martin Keller, Philip Stevenson (Author)
Reliability under Shift and Sparse Failure for Knowledge-Graph-Guided Drug-Target Affinity Modelling: For Safety-Critical Scientific Workflows in Operational Assurance
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Ronald Sullivan, Edward Wallace, Kenneth Woods (Author)
Evidence Boundaries and Scale-Up for Tapered Graphene Desalination: From Laboratory Evidence to Operational Control
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George Cole, Frank West, Peter Jordan (Author)
Failure-Aware Evaluation for Bernoulli-Driven Water Separation: From Laboratory Evidence to Operational Control
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Dennis Newman, Jerry Hawkins, Victor Franklin (Author)
Capacity Planning for Population Oral Health Services
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Dennis Newman, Jerry Hawkins, Victor Franklin (Author)
Provenance, Governance, and Human Review for Multimodal Zero-Shot Anomaly Detection: Under Incomplete Metadata And Measurement Noise in Operational Assurance
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