Inclusive Growth and Management Quarterly

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Vol. 4 No. 3 (2026)
Published August 31, 2026
Regular Issue 2026 09

Regular Issue 2026 09

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Articles

Tyler Morgan, Brandon Hayes, Kevin Turner (Author)
Efficient Coordinate Representations for Large-Scale Neural Scene Localization and Rendering
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Adam Richardson, Jacob Reed, Sean Campbell (Author)
Language-Model Guidance in Bio-Inspired Robot Path Planning: Reward Design and Reliability
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Christopher Scott, Justin Coleman, Brian Edwards (Author)
Edge Vision for Plant Disease Monitoring: Lightweight Detection from Field Images to Farm Decisions
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Cameron Bailey, Patrick Freeman, Dylan Martin (Author)
Graph-Guided Multimodal Relation Extraction and Language-Model Molecular Concept Discovery
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Garrett Barrett, Mason Fletcher, Cole Burke (Author)
Artificial Intelligence for Educational Assessment: Prediction, Validity, and Responsible Use
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Peter Armstrong, Bradley Davidson, Joseph Holland (Author)
Architecting Automated Test Frameworks for Large-Scale AI Server Fleets
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Hunter Hawkins, Wesley Keller, Charles Wagner (Author)
High-Concurrency Stress Testing for AI Infrastructure: Workloads, Bottlenecks, and Failure Semantics
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Adrian Robertson, Paul Harper, Noah Bishop (Author)
Adaptive Evolutionary Search for Optimizing Large-Scale AI Server Test Campaigns
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George Montgomery, Marcus Hudson, Gavin Wheeler (Author)
Evaluating Language-Model Social Media Agents under Realistic Interaction and Platform Constraints
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Derek Stevenson, Simon Henderson, Keith Stewart (Author)
Efficient Multimodal Geometry for Road-Scene Perception: Curb Detection and Zero-Shot Depth
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Chase Foster, Nolan Wallace, Christian Morgan (Author)
Bidirectional Spatial-Spectral Learning for Efficient Hyperspectral Image Analysis
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Tanner Carter, Joel Mitchell, Richard Sullivan (Author)
Decision-Theoretic Football Lottery Design under Uncertainty and Market Bias
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Wayne Fisher, Martin Chapman, Carl Marshall (Author)
Curricula and Multi-Agent Drafting for Reinforcement-Learned Software Reasoning
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Louis Woods, Frederick Patterson, Walter Jenkins (Author)
Personalized Lymph-Node Metastasis Prediction in Papillary Thyroid Microcarcinoma
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Arthur Crawford, Lawrence Lawson, Mark Johnston (Author)
Information-Bottleneck Policy Optimization for Stable Language-Model Reinforcement Learning
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Eugene Barrett, Harold Fletcher, Jerry Burke (Author)
Controllable Zero-Shot Photo Customization through Scene-Aware Inversion
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Devin Hawkins, Emmett Keller, Felix Wagner (Author)
Knowledge Honeypots and Query-Budget Defense against Language-Model Extraction
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Miles Perkins, Parker Fleming, Reid Chandler (Author)
Restoration Planning for Interdependent Smart Grids: From Failure Localization to Service Recovery
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Sawyer Stevenson, Troy Henderson, Wade Stewart (Author)
Humidity-Dependent Emissions and Residential Exposure to Volatile Organic Compounds from Building Materials
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Holden Ellis, Kieran Bryant, Landon Mason (Author)
Ai Server Test Automation And Evolutionary Test Optimization beyond Nominal Performance: Mechanisms, Uncertainty, and Deployment
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Brooks Dawson, Carson Fuller, Dalton Vaughn (Author)
Ai Server Test Automation And Evolutionary Test Optimization under Changing Conditions: From Local Mechanisms to System Decisions
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Drew Snyder, Elliott Stone, Harrison Mills (Author)
Comparative Evidence for Ai Server Test Automation And Evolutionary Test Optimization: Comparative Methods and Boundary Conditions
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Alec Sutton, Brett Fowler, Bryce Manning (Author)
When Evidence Travels in Ai Server Test Automation And Evolutionary Test Optimization: Causal Claims and Stress-Tested Evaluation
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Drew Zimmerman, Elliott Page, Felix Mercer (Author)
Reliable Ai Server Test Automation And Evolutionary Test Optimization: Interfaces between Measurement and Decision
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Graham Cunningham, Heath Duncan, Ivan Tucker (Author)
Reliability across Models, Materials, and Contexts in Ai Server Test Automation And Evolutionary Test Optimization
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Jake Bowen, Kent Porter, Lance Riley (Author)
Reframing Ai Server Test Automation And Evolutionary Test Optimization: Resource Constraints and Evidence Quality
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Mitchell Hunter, Parker Simpson, Reed Grant (Author)
Ai Server Test Automation And Evolutionary Test Optimization beyond Nominal Performance: Mechanistic Interpretation and Practical Transfer
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Russell Watson, Trent Hammond, Warren Pierce (Author)
Evidence Alignment and Transfer Boundaries in Electrocatalytic Active-Site Design
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Zach Conrad, Abram Fischer, Brooks Donovan (Author)
Evidence Alignment and Transfer Boundaries in Ai Server Stress Testing And Ai Server Test Automation
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Wyatt Sutton, Alec Vaughn, Brett Dawson (Author)
A Boundary-Aware Synthesis of Electrocatalytic Active-Site Design: Robust Evaluation under Distribution Shift
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Felix Becker, Graham Snyder, Heath Mercer (Author)
Ai Server Stress Testing And Ai Server Test Automation under Changing Conditions: From Local Mechanisms to System Decisions
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Ivan Dawson, Jake Benson, Kent Vaughn (Author)
Comparative Evidence for Electrocatalytic Active-Site Design: Comparative Methods and Boundary Conditions
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Warren Snyder, Zach Mercer, Abram Benson (Author)
Toward Credible Ai Server Stress Testing And Ai Server Test Automation: Data Quality, Calibration, and External Validity
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Brooks Tucker, Clayton Norton, Dawson Walsh (Author)
Integrating Coordination Structure and Adsorption Energetics in Electrocatalytic Active-Site Design: Design Trade-offs and Operational Evidence
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Emmett Hart, Finn Snyder, Grayson Fowler (Author)
Integrating Workload Models and Tail Latency in Ai Server Stress Testing And Ai Server Test Automation: Design Trade-offs and Operational Evidence
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Holden Mercer, Jared Benson, Kieran Norton (Author)
When Evidence Travels in Electrocatalytic Active-Site Design: Causal Claims and Stress-Tested Evaluation
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Landon Walsh, Miles Hart, Nolan Snyder (Author)
When Evidence Travels in Ai Server Stress Testing And Ai Server Test Automation: Causal Claims and Stress-Tested Evaluation
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Preston Fowler, Reid Mercer, Sawyer Benson (Author)
Assessing Transfer in Electrocatalytic Active-Site Design: Transparent Baselines and Failure Analysis
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Spencer Norton, Tanner Walsh, Troy Hart (Author)
Evidence Alignment and Transfer Boundaries in Llm Social Agents And Multimodal Executive Agents
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Wade Snyder, Wyatt Fowler, Alec Mercer (Author)
Assessing Transfer in Ai Server Stress Testing And Ai Server Test Automation: Transparent Baselines and Failure Analysis
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Chase Hart, Dalton Snyder, Michael Warren (Author)
Reframing Llm Social Agents And Multimodal Executive Agents: Measurement Chains and Validation Design
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Daniel Gibson, Ethan Webb, Ryan Matthews (Author)
Reliable Ai Server Stress Testing And Ai Server Test Automation: Interfaces between Measurement and Decision
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Connor Becker, Aaron Sutton, Steven Fowler (Author)
Reframing 3D Point-Cloud Learning And Hyperspectral Image Learning: Measurement Chains and Validation Design
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Blake Manning, Jonathan Vance, Cameron Arnold (Author)
Evidence Alignment and Transfer Boundaries in Ai Educational Assessment And Football Pool Forecasting
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Austin Mercer, Henry Cunningham, Jordan Duncan (Author)
Reframing Ai Server Stress Testing And Ai Server Test Automation: Resource Constraints and Evidence Quality
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Logan Grant, Jack Watson, Caleb Hammond (Author)
3D Point-Cloud Learning And Hyperspectral Image Learning beyond Nominal Performance: Mechanisms, Uncertainty, and Deployment
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Scott Pierce, William Conrad, Garrett Fischer (Author)
Reframing Ai Educational Assessment And Football Pool Forecasting: Measurement Chains and Validation Design
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Mason Donovan, Cole Meyer, Peter Holt (Author)
A Boundary-Aware Synthesis of Llm Social Agents And Multimodal Executive Agents: Robust Evaluation under Distribution Shift
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Wesley Becker, Charles Cross, Adrian Vaughn (Author)
From Mechanism to Decision in Automated Program Repair And Reinforcement Learning For Software Reasoning: Cross-Scale Reasoning and Reproducibility
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Jeremy Becker, Colin Duncan, Derek Nichols (Author)
Ai Educational Assessment And Football Pool Forecasting beyond Nominal Performance: Mechanisms, Uncertainty, and Deployment
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Douglas Dawson, Elliot Norton, Chase Hart (Author)
Evidence Alignment and Transfer Boundaries in Battery Manufacturing Quality And Electrocatalytic Active-Site Design
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Bryce Fowler, Dean Becker, Tanner Snyder (Author)
A Boundary-Aware Synthesis of Automated Program Repair And Reinforcement Learning For Software Reasoning: Robust Evaluation under Distribution Shift
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Grant Benson, Alan Norton, Bruce Walsh (Author)
Comparative Evidence for Llm Social Agents And Multimodal Executive Agents: Comparative Methods and Boundary Conditions
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Frederick Fowler, Walter Mercer, Arthur Benson (Author)
Electrocatalytic Active-Site Design under Changing Conditions: Risk-Aware Comparison and Reusable Evidence
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Lawrence Norton, Mark Walsh, Jeffrey Hart (Author)
3D Point-Cloud Learning And Hyperspectral Image Learning under Changing Conditions: From Local Mechanisms to System Decisions
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Ronald Snyder, Timothy Fowler, Frank Mercer (Author)
A Boundary-Aware Synthesis of Ai Educational Assessment And Football Pool Forecasting: Robust Evaluation under Distribution Shift
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Edward Benson, Kenneth Norton, Gary Walsh (Author)
Evidence Alignment and Transfer Boundaries in Llm Social Agents And Automated Program Repair
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Terry Hart, Ralph Snyder, Eugene Fowler (Author)
Battery Manufacturing Quality And Electrocatalytic Active-Site Design beyond Nominal Performance: Mechanisms, Uncertainty, and Deployment
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Harold Mercer, Jerry Benson, Todd Norton (Author)
Ai Server Stress Testing And Ai Server Test Automation under Changing Conditions: Risk-Aware Comparison and Reusable Evidence
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Cody Walsh, Damian Hart, Devin Snyder (Author)
Comparative Evidence for Electrocatalytic Active-Site Design: Heterogeneity, Generalization, and Governance
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Parker Benson, Reid Norton, Sawyer Walsh (Author)
From Mechanism to Decision in Battery Manufacturing Quality And Electrocatalytic Active-Site Design: Cross-Scale Reasoning and Reproducibility
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Brett Mercer, Clayton Benson, Dawson Norton (Author)
Toward Credible Electrocatalytic Active-Site Design: Operating Envelopes and Responsible Scale-Up
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Finn Walsh, Grayson Hart, Holden Snyder (Author)
Toward Credible 3D Point-Cloud Learning And Hyperspectral Image Learning: Data Quality, Calibration, and External Validity
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Wade Walsh, Wyatt Hart, Alec Snyder (Author)
Toward Credible Ai Server Stress Testing And Ai Server Test Automation: Operating Envelopes and Responsible Scale-Up
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Brett Fowler, Bryce Mercer, Carson Benson (Author)
Integrating Coordination Structure and Adsorption Energetics in Electrocatalytic Active-Site Design: Traceable Workflows and Comparative Validation
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Heath Benson, Ivan Norton, Jake Walsh (Author)
From Mechanism to Decision in Llm Social Agents And Automated Program Repair: Cross-Scale Reasoning and Reproducibility
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Kent Hart, Lance Snyder, Mitchell Fowler (Author)
Evidence Alignment and Transfer Boundaries in Wearable Hydrogel Biosensing And Clinical Risk Prediction
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Abram Fowler, Brooks Mercer, Clayton Benson (Author)
Reframing Nanofluidic Desalination: Measurement Chains and Validation Design
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Dawson Norton, Emmett Walsh, Finn Hart (Author)
Battery Manufacturing Quality And Electrocatalytic Active-Site Design under Changing Conditions: From Local Mechanisms to System Decisions
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Kieran Benson, Landon Norton, Miles Walsh (Author)
Integrating Workload Models and Tail Latency in Ai Server Stress Testing And Ai Server Test Automation: Traceable Workflows and Comparative Validation
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Nolan Hart, Preston Snyder, Reid Fowler (Author)
When Evidence Travels in Electrocatalytic Active-Site Design: Model Assumptions and Application-Specific Risk
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Sawyer Mercer, Spencer Benson, Tanner Norton (Author)
When Evidence Travels in 3D Point-Cloud Learning And Hyperspectral Image Learning: Causal Claims and Stress-Tested Evaluation
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Alec Fowler, Brett Mercer, Bryce Benson (Author)
A Boundary-Aware Synthesis of Llm Social Agents And Automated Program Repair: Robust Evaluation under Distribution Shift
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Carson Norton, Chase Walsh, Dalton Hart (Author)
Reframing Wearable Hydrogel Biosensing And Clinical Risk Prediction: Measurement Chains and Validation Design
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Drew Snyder, Elliott Fowler, Felix Mercer (Author)
Photocatalysis And Solar Fuels beyond Nominal Performance: Mechanisms, Uncertainty, and Deployment
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Graham Benson, Heath Norton, Ivan Walsh (Author)
Thermally Driven Carbon-Membrane Desalination beyond Nominal Performance: Mechanisms, Uncertainty, and Deployment
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Jake Hart, Kent Snyder, Lance Fowler (Author)
Nanofluidic Desalination beyond Nominal Performance: Mechanisms, Uncertainty, and Deployment
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Mitchell Mercer, Parker Benson, Reed Norton (Author)
A Boundary-Aware Synthesis of Evolutionary Test Optimization And Ai Server Test Automation: Benchmark Design and Real-World Applicability
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Russell Walsh, Trent Hart, Warren Snyder (Author)
When Evidence Travels in Ai Server Stress Testing And Ai Server Test Automation: Model Assumptions and Application-Specific Risk
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Jared Benson, Kieran Norton, Landon Walsh (Author)
Reframing Ai Educational Assessment And Battery Manufacturing Quality: Measurement Chains and Validation Design
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Tanner Walsh, Troy Hart, Wade Snyder (Author)
From Mechanism to Decision in Photocatalysis And Solar Fuels: Cross-Scale Reasoning and Reproducibility
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Wyatt Fowler, Alec Mercer, Brett Benson (Author)
From Mechanism to Decision in Thermally Driven Carbon-Membrane Desalination: Cross-Scale Reasoning and Reproducibility
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Bryce Norton, Carson Walsh, Chase Hart (Author)
From Mechanism to Decision in Nanofluidic Desalination: Cross-Scale Reasoning and Reproducibility
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Dalton Snyder, Drew Fowler, Elliott Mercer (Author)
Evolutionary Test Optimization And Ai Server Test Automation under Changing Conditions: Risk-Aware Comparison and Reusable Evidence
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Ivan Hart, Jake Snyder, Kent Fowler (Author)
Evidence Alignment and Transfer Boundaries in Automated Program Repair And Reinforcement Learning For Software Reasoning: BoostAPR Boosting Automated Program and Evo-CuRL Curriculum-Aware Reinforcement Learning
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Lance Mercer, Mitchell Benson, Parker Norton (Author)
Evidence Alignment and Transfer Boundaries in Electrocatalytic Active-Site Design And Photocatalysis And Solar Fuels
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Reed Walsh, Russell Hart, Trent Snyder (Author)
Evidence Alignment and Transfer Boundaries in 3D Point-Cloud Learning And Road-Scene Geometry
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Holden Benson, Jared Norton, Kieran Walsh (Author)
From Mechanism to Decision in Wearable Hydrogel Biosensing And Clinical Risk Prediction: Cross-Scale Reasoning and Reproducibility
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Preston Mercer, Reid Benson, Sawyer Norton (Author)
A Boundary-Aware Synthesis of Nanofluidic Desalination: Robust Evaluation under Distribution Shift
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Brett Norton, Bryce Walsh, Carson Hart (Author)
Evidence Alignment and Transfer Boundaries in Physics-Editable World Models And Automated Program Repair
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Chase Snyder, Dalton Fowler, Drew Mercer (Author)
Reframing Electrocatalytic Active-Site Design And Photocatalysis And Solar Fuels: Measurement Chains and Validation Design
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Elliott Benson, Felix Norton, Graham Walsh (Author)
Reframing 3D Point-Cloud Learning And Road-Scene Geometry: Measurement Chains and Validation Design
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Heath Hart, Ivan Snyder, Jake Fowler (Author)
Evidence Alignment and Transfer Boundaries in Llm Extraction Defense And Physics-Editable World Models
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Abram Norton, Brooks Walsh, Clayton Hart (Author)
Thermally Driven Carbon-Membrane Desalination under Changing Conditions: From Local Mechanisms to System Decisions
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Dawson Snyder, Emmett Fowler, Finn Mercer (Author)
Nanofluidic Desalination under Changing Conditions: From Local Mechanisms to System Decisions
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Grayson Benson, Holden Norton, Jared Walsh (Author)
Evidence Alignment and Transfer Boundaries in Latent Policy Optimization And Automated Program Repair
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Carson Snyder, Chase Fowler, Dalton Mercer (Author)
Reframing Llm Extraction Defense And Physics-Editable World Models: Measurement Chains and Validation Design
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Drew Benson, Elliott Norton, Felix Walsh (Author)
A Boundary-Aware Synthesis of Ai Educational Assessment And Battery Manufacturing Quality: Robust Evaluation under Distribution Shift
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Graham Hart, Heath Snyder, Ivan Fowler (Author)
Evidence Alignment and Transfer Boundaries in Llm Social Agents And Ai-Assisted Programming
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Jared Hart, Kieran Snyder, Landon Fowler (Author)
Reframing Ai Server Stress Testing And Evolutionary Test Optimization: Measurement Chains and Validation Design
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Miles Mercer, Nolan Benson, Preston Norton (Author)
From Mechanism to Decision in Electrocatalytic Active-Site Design And Photocatalysis And Solar Fuels: Cross-Scale Reasoning and Reproducibility
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Reid Walsh, Sawyer Hart, Spencer Snyder (Author)
3D Point-Cloud Learning And Road-Scene Geometry beyond Nominal Performance: Mechanisms, Uncertainty, and Deployment
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Tanner Fowler, Troy Mercer, Wade Benson (Author)
Evidence Alignment and Transfer Boundaries in Trace-Element Exposure Assessment And Transport And Material Exposure
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Dalton Benson, Drew Norton, Elliott Walsh (Author)
Evidence Alignment and Transfer Boundaries in Llm Social Agents And Ai-Assisted Programming: SoMe Realistic Benchmark LLM-based and Between lines code Unraveling
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Ivan Mercer, Jake Benson, Kent Norton (Author)
Evidence Alignment and Transfer Boundaries in Built-Environment Evaluation
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Lance Walsh, Mitchell Hart, Parker Snyder (Author)
Toward Credible Thermally Driven Carbon-Membrane Desalination: Data Quality, Calibration, and External Validity
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Warren Norton, Zach Walsh, Abram Hart (Author)
Evidence Alignment and Transfer Boundaries in Resource-Efficient V2X Perception And Latent Policy Optimization
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Emmett Benson, Finn Norton, Grayson Walsh (Author)
Evidence Alignment and Transfer Boundaries in Sequential And Multi-Behavior Recommendation
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Preston Walsh, Reid Hart, Sawyer Snyder (Author)
Evidence Alignment and Transfer Boundaries in Trustworthy Multimodal Biomedical Ai And Biomedical Signal Representation
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Spencer Fowler, Tanner Mercer, Troy Benson (Author)
Reframing 3D Point-Cloud Learning And Road-Scene Geometry: Measurement Chains and Validation Design: Hierarchical Spatial Mamba Framework and WaveSamba Wavelet Transform SSM
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Brett Snyder, Bryce Fowler, Carson Mercer (Author)
Evidence Alignment and Transfer Boundaries in Trace-Element Exposure Assessment And Transport And Material Exposure: Chemical element concentrations cord and Characterization phthalates sink source
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Elliott Hart, Felix Snyder, Graham Fowler (Author)
From Mechanism to Decision in Llm Extraction Defense And Physics-Editable World Models: Cross-Scale Reasoning and Reproducibility
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Parker Fowler, Reed Mercer, Russell Benson (Author)
Toward Credible Wearable Hydrogel Biosensing And Clinical Risk Prediction: Data Quality, Calibration, and External Validity
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Dawson Benson, Emmett Norton, Finn Walsh (Author)
Integrating Thermal Driving and Surface Wettability in Thermally Driven Carbon-Membrane Desalination: Design Trade-offs and Operational Evidence
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Grayson Hart, Holden Snyder, Jared Fowler (Author)
Integrating Ion Exclusion and Water Permeability in Nanofluidic Desalination: Design Trade-offs and Operational Evidence
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Kieran Mercer, Landon Benson, Miles Norton (Author)
Reframing Resource-Efficient V2X Perception And Latent Policy Optimization: Measurement Chains and Validation Design
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Nolan Walsh, Preston Hart, Reid Snyder (Author)
Reframing Battery Manufacturing Quality And Electrocatalytic Active-Site Design: Measurement Chains and Validation Design: Correlation Between Manufacturing Variability and Cooperative Atomically Dispersed Moieties
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Sawyer Fowler, Spencer Mercer, Tanner Benson (Author)
Evidence Alignment and Transfer Boundaries in Sequential And Multi-Behavior Recommendation And Fashion Recommendation
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Alec Snyder, Brett Fowler, Bryce Mercer (Author)
Toward Credible Reinforcement Learning For Software Reasoning And Automated Program Repair: Data Quality, Calibration, and External Validity
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Carson Benson, Chase Norton, Dalton Walsh (Author)
Evidence Alignment and Transfer Boundaries in Trustworthy Multimodal Biomedical Ai And Biomedical Signal Representation: TIER-MoE Trust-Informed Expert Routing and Enhancing Interpretation Spirometry Joint
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Jake Walsh, Kent Hart, Lance Snyder (Author)
Evidence Alignment and Transfer Boundaries in Precision Agriculture Sensing And Network Resilience
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Zach Snyder, Abram Fowler, Brooks Mercer (Author)
Reframing Ai Educational Assessment And Built-Environment Evaluation: Measurement Chains and Validation Design
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Clayton Benson, Dawson Norton, Emmett Walsh (Author)
Evidence Alignment and Transfer Boundaries in Wearable Hydrogel Biosensing And Ai-Assisted Programming
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Finn Hart, Grayson Snyder, Holden Fowler (Author)
Evidence Alignment and Transfer Boundaries in Built-Environment Evaluation And Battery Manufacturing Quality
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Jared Mercer, Kieran Benson, Landon Norton (Author)
Evidence Alignment and Transfer Boundaries in Ai-Assisted Programming And Resource-Efficient V2X Perception
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Miles Walsh, Nolan Hart, Preston Snyder (Author)
Evidence Alignment and Transfer Boundaries in Photocatalysis And Solar Fuels And Thermally Driven Carbon-Membrane Desalination: Dual-function akaganeite FeOOH photo-Fenton and Desalination Driven Temperature Gradient
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Wyatt Snyder, Alec Fowler, Brett Mercer (Author)
Evidence Alignment and Transfer Boundaries in Fashion Recommendation And Ai Server Stress Testing
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