Vol. 1 No. 1 (2026): Journal of Engineering Systems and Digital Innovation

Published: 2026-03-01

Articles

Prompt-Aware Continual Learning for Catastrophic Forgetting Mitigation in Large Language Models

Ranyuan Chen
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Prompt Position Optimization for Improving Hallucination Detection and Mitigation in Generative AI

Yash Ganguly, Vearun Keahli, Greant Wealters
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Human–AI Collaborative Goal Setting and Earnings Optimization in Platform-Based Work

Ananya M. Mittal, Danqin Xiao
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A Digital Twin-Driven Framework for Predictive Maintenance in Complex Engineering Systems

Longfeng Hao, Weday Singht
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Multi-Objective Evolutionary Optimization of Interpretable Rules for Smart Manufacturing Process Control

Kevin L. Fernandez, Isaac Woods, Rowan Phellips
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Retrieval-Augmented Prompt Tuning with Dynamic Prompt Injection for Knowledge-Intensive NLP Tasks

Reaid Leawas, Albeairt Hierrera
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Explainable AI for Goal Recommendation: Effects on Trust, Effort, and Retention of Gig Workers

George A. Welch, Petri Phillips, Damien Mertan, Jorge Grehiam
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NeuroPrompt-BCI: Selective Prompt Insertion and Word-Level Error-Aware Language Modeling for Adaptive Brain–Computer Interface Communication Systems

Yhomas Ertiz, Gannis Burns, Semeer Sanha
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AI-Driven Performance Feedback and Worker Persistence Under Income Uncertainty

Cesar Cohen, Jesse C. Norris, Milos A. Wells
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Federated Diversified Rule Discovery for Privacy-Preserving Cross-Enterprise Data Analytics

Enzo Makinen, Nikleas Bay, Zhudong Xie, Ishaan D. Martin
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Physics-Guided Graph Neural Networks for Interpretable Active-Site Evolution Prediction in Water Oxidation Catalysts

Joel Deaiaz, Mikkel Powell
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Blockchain-Enabled Trust Formation in AI-Driven Inter-Firm Capacity Sharing Ecosystems

Arthur Bernatt, Yachan Peng
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Sparse Prompt Architecture Design for Scalable Fine-Tuning of Billion-Parameter Language Models

Andrahas White
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Multi-Agent Learning and Strategic Goal Competition Among Platform Workers

Wenhaojie Du, Isawaan Mathur, Ananya Jase, Peakash Sean
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A Scalable Digital Innovation Framework for Engineering Project Management and Process Automation

Wayne M. Gutierrez, Mikkel Weber
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Physics-Coherent Autonomous Driving Scene Forecasting through Joint Image-to-Video Generation and 3D World Alignment

Leo Powell, Samuel J. Lawson, Jase Ceaman
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Multimodal Action-Conditioned Digital Twins for Adaptive Human–Robot Collaboration

Gaojiang Zhu, Derraen D. Park, Pierra Lewrence
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AI-Assisted Resource Scheduling for Sustainable and Resilient Engineering Operations

Malcolm Love, Rowan M. Burton
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Prospect Theory and Machine Learning-Based Goal Design in Flexible Labor Markets

Menish V. Sharma, Bastian Ray, Blake Lyons, Otis Lawson
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Goal-Setting AI Agents and Labor Supply Dynamics in Gig Platforms: A Behavioral Operations Perspective

Zhongxuan Cui, Pascal Gregory
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Task Decomposition and Collaborative Reasoning in LLM-Based

Autonomous Decision-Making Systems, Lion Maurphy, Ashwin Saha
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Collaborative Edge–Cloud Multimodal Foundation Models for Low-Latency Visual Generation in 6G Intelligent Networks

Benjamin M. Taylor
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Graph Neural Networks for Modeling Reciprocity Relationships in Industrial Capacity Sharing Networks

Brace Frenklin, Anil J. Mahajan
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Decentralized Mechanism Design for Self-Selected Goals in Crowdsourcing Systems

Niklas Butler
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Resilient Capacity Sharing under Disruptions: Integrating Trust, Reciprocity, and Intelligent Decision-Making Models

Leonaird Janes, Jerome Lindberg, Ashwin L. Verma
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Blockchain-Enabled Traceability and Risk Control in Engineering Supply Chain Systems

Aarav Saha, Huaxiang Wu
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The Impact of Algorithmic Nudges on Self-Regulation and Task Acceptance in Gig Economies

Bnand Das, Massimo Moran, Nahesh Geaai
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Resource-Aware Diffusion Model Compression for Mobile and Embedded Multimodal Intelligence Systems

Malcolm J. Perez, Seamor Parekh, Ankit R. Rha, Martins M. Parzez
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Cloud-Based Simulation and Decision Support for Large-Scale Engineering System Design

Wesley L. Jorgensen, Robert G. Gaylor, Ashish Murthy
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Trust-Aware Reinforcement Learning Mechanisms for Dynamic Capacity Sharing in Decentralized Supply Networks

Xiaozhou Tao, Rishi A. Malhotra
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Green AI Benchmarking of Domestic Accelerator–Driven Foundation Models: Performance, Efficiency, and Carbon Footprint Analysis

Finn D. Rebarts, Jack Jenas, Congling Hou
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Energy-Efficient Edge Deployment of Action-Aware Embodied Agents through Memory-Guided Model Compression

Olivier Bergman, Varun C. Batra, Banjemin Wealich, Dominik A. Hamilton
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Explainable AI for Reciprocity-Based Capacity Allocation under Demand Uncertainty

Devider K. Paroz
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Cyber-Physical System Integration for Real-Time Monitoring and Control in Industrial Engineering

Pedro R. Dunn, Pradeep C. Mukherjee, Francesco Willis, Bastian Riley
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Large Language Models for Negotiation and Reciprocity Analysis in Collaborative Production Networks

Kasper James, Krish Mahajan, Vikter M. Diez
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Data-Enabled Fault Detection and Reliability Assessment in Modern Engineering Infrastructure

Keepak Heokhale, Massimo D. Larsen, Zhengzihan Chen, Arthur Bearnett
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Digital Platform Architecture for Collaborative Innovation in Engineering and Industrial Systems

Edwin A. Norris, Eerjun Bahah
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Human-Centered Digital Transformation Strategies for Engineering Systems Management

Alessandro M. Green, Yansiyuan Ding, Eealix Lyons
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Intelligent Workflow Optimization for Smart Manufacturing Systems Using Data-Driven Decision Models

Bennett Jarvinen, Dylan D. Tucker
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