Advances in Adaptive Intelligence

29Aug 2026

Research Article

Knowledge-Guided Graph Reasoning for Early Warning of Credit Deterioration in Manufacturing Enterprises

James Carter, Emily Thompson, Oliver Bennett

aai20260042

27Aug 2026

Review Article

Unsupervised Anomaly Detection in Cloud-Native Microservices via Cross-Service Temporal Contrastive Learning: Multimodal Alignment and Information Fusion

Cody Chapman, Kyle Dawson, Bradley Jenkins

aai20260041

27Aug 2026

Review Article

Hierarchical Spatial Mamba Framework for Point Cloud Classification: From Benchmark Results to External Validity

Carl Bennett, Daniel Kelley, Chase Conrad

aai20260040

27Aug 2026

Review Article

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning: Scalability and Operational Maintainability

Heath Olsen, Trent Marshall, Brandon Wagner

aai20260039

27Aug 2026

Review Article

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning: Uncertainty and Sensitivity Analysis

Luke Miller, Carl Nichols, Reed Douglas

aai20260038

27Aug 2026

Review Article

PhysEditWorld - A Large-Scale Dataset Toward Physics-Editable World Models: Attributing Performance to Model Components

Eric Curtis, Martin Bowen, Carl Baldwin

aai20260037

27Aug 2026

Review Article

PhysEditWorld - A Large-Scale Dataset Toward Physics-Editable World Models: Provenance, Traceability, and Auditability

Simon Powell, Felix Foster, Darren Olsen

aai20260036

27Aug 2026

Review Article

Simulations of Tapered Channel in Multilayer Graphene as Reverse Osmosis Membrane for Desalination: Multimodal Alignment and Information Fusion

Lucas Wagner, Seth Johnston, Nolan Page

aai20260035

27Aug 2026

Review Article

Study on the Correlation Between Manufacturing Variability and Electrochemical Stability in Large-Scale Lithium-Ion Battery Production: Multimodal Alignment and Information Fusion

Spencer Gardner, Wesley Schaefer, Jared Holland

aai20260034

27Aug 2026

Review Article

Critical Roles of Chalcogenide Anion on Strengthening Stability of Ni 2 Mo 6 Te 8 for Almost Exclusive Electrocatalysts Nitrate to Ammonia Conversion: Multimodal Alignment and Information Fusion

Trevor Sutton, Ethan Norton, Lawrence Collins

aai20260033

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Monitoring Performance and Model Drift

Hunter Newton, Cody Hammond, Bryce Hamilton

aai20260032

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Reproducibility and Reporting Standards

Jordan Schaefer, Dennis Walsh, Mitchell Prescott

aai20260031

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Uncertainty and Sensitivity Analysis

Quentin Griffin, Eugene Woods, Wyatt Meyer

aai20260030

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Deployment and Systems Integration

Luke Hughes, Harrison Whitaker, Walter Warren

aai20260029

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Robustness Under Distribution Shift

Craig Johnston, Richard Manning, Felix Snyder

aai20260028

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Attributing Performance to Model Components

Travis Tucker, Ethan Jenkins, Austin Sullivan

aai20260027

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Interface Design and Evidence Communication

Grant Wallace, Frederick Bowen, Stephen Brennan

aai20260026

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Resource Efficiency and Performance Trade-offs

Dawson Davidson, Andrew Chandler, Owen Gibson

aai20260025

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Failure Modes and Error Containment

Bryan Weber, Grayson Beckett, Kieran Vance

aai20260024

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Provenance, Traceability, and Auditability

Jordan Matthews, Joel Vaughn, Cameron Edwards

aai20260023

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Open Science and Comparative Benchmarking

Trent Carter, George Palmer, Graham Grant

aai20260022

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Multimodal Alignment and Information Fusion

Carson Turner, Patrick Edwards, Sean Sullivan

aai20260021

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Adaptation and Calibration Across Domains

Graham Douglas, Kenneth Woods, Jordan Franklin

aai20260020

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Causal Claims and Confounding

Hayden Schmidt, Richard Schaefer, Stuart Pearson

aai20260019

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: From Benchmark Results to External Validity

Jeffrey Grant, Vincent Warren, Dennis Stone

aai20260018

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Human Oversight and Decision Accountability

Bryan Richardson, Reed Spencer, Matthew Fleming

aai20260017

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Evaluation Design and Construct Validity

Nathan Klein, Sawyer Snyder, George Spencer

aai20260016

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Scalability and Operational Maintainability

Samuel Edwards, Gary Conrad, Emmett Hudson

aai20260015

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Risk Stratification and Threshold Selection

Parker Horton, Walter Weber, Ian Norton

aai20260014

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Monitoring Performance and Model Drift

Connor Cross, Lawrence Harris, Troy Vaughn

aai20260013

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Reproducibility and Reporting Standards

Felix Bennett, Raymond Newman, Benjamin Crawford

aai20260012

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Uncertainty and Sensitivity Analysis

Graham Marshall, Grayson Bowen, Grayson Sanders

aai20260011

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Deployment and Systems Integration

Luke Wells, Heath Spencer, Holden Olsen

aai20260010

27Aug 2026

Review Article

Robustness of Fine-Tuned Llms Under Noisy Retrieval Inputs: Robustness Under Distribution Shift

Seth Horton, Benjamin Wagner, Wayne Burke

aai20260009

27Aug 2026

Review Article

Enhancing Multi-Modal Relation Extraction with Reinforcement Learning Guided Graph Diffusion Framework: Open Science and Comparative Benchmarking

Patrick Schmidt, Jeremy Phillips, Bryce Lane

aai20260008

27Aug 2026

Review Article

Coupled Transformer Autoencoder for Disentangling Multi-Region Neural Latent Dynamics: Causal Claims and Confounding

Elliot Donovan, Finn Ferguson, Reid Martin

aai20260007

26Aug 2026

Research Article

Export Order Financing Risk Prediction Using Cross-Border Trade Knowledge Graphs

Michael Anderson, Emily Carter, Daniel Wilson

aai20260006

08Aug 2026

Review

Uncertainty-Aware Transfer for Real-World Robotics

Bradley Cooper

aai20260005

08Aug 2026

Review

Coordination and Robustness in Multi-Agent Learning

Brandon Evans

aai20260004

08Aug 2026

Review

Neuro-Symbolic Adaptation for Autonomous Systems

Alex Morgan

aai20260003