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Systems, Volume 13, Issue 11

November 2025 - 115 articles

Cover Story: Generative artificial intelligence (GenAI) presents a contradiction: teaching cutting-edge tools while deepening disciplinary knowledge. This case study of a systems engineering seminar applied an integrated, ASIT-inspired solution. Students engaged in a GenAI-assisted drone design challenge. The study hypothesized that GenAI engagement improves proficiency (H1) and strengthens disciplinary understanding (H2). The evidence strongly supports both findings. GenAI enabled time-prohibitive project-based learning tasks, allowing students to internalize advanced material through application. Students progressed to sophisticated skills, including building custom GenAI tools for specialized MBSE modeling. Integrating GenAI serves as a valuable aid in developing engineering skills, creativity, and critical thinking, providing an "antifragile" model for engineering education. View this paper
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Articles (115)

  • Article
  • Open Access
488 Views
33 Pages

4 November 2025

Research claims that metacognitive experiences can be classified as types of metacognitive regulation. Formulated in terms of the theory of Attention as Internal Action, this view raises questions about the timing of metacognitive experiences that oc...

  • Article
  • Open Access
453 Views
21 Pages

4 November 2025

Sustainable utilization of energy depends on the establishment of an advanced energy system. As the world’s largest consumer and importer of energy, China’s progress in this field has attracted considerable attention. This study seeks to...

  • Article
  • Open Access
676 Views
27 Pages

Orchestrating Digital Capabilities for Supply Chain Resilience: Evidence from China-Pakistan Economic Corridor

  • Muhammad Inam Makki Khan,
  • Qipeng Sun,
  • Zeeshan Ahmed,
  • Ruihan Zhang and
  • Mishal Khosa

3 November 2025

In the environment of modern climate uncertainty, institutional uncertainty, and digital disruption, resilience along the supply chain has become a strategic imperative for organisations operating in large-scale, high-risk infrastructure ecosystems....

  • Article
  • Open Access
907 Views
31 Pages

3 November 2025

Against the backdrop of increasingly interconnected environmental, social, and governance (ESG) challenges, enterprises must formulate sustainable strategies to achieve synergistic development among economic performance, social responsibility, and ec...

  • Article
  • Open Access
490 Views
24 Pages

2 November 2025

This study presents a DSDEVS-based method to accelerate simulation execution for AI training in USV (Unmanned Surface vehicle) naval combat scenarios. The proposed approach introduces an event filtering technique that selectively suppresses low-impor...

  • Article
  • Open Access
466 Views
23 Pages

2 November 2025

The identification of anomalous data objects within massive datasets is a critical technique in financial auditing. Most existing methods, however, focus on global outlier anomalies detection with less effective in contexts such as Chinese financial...

  • Article
  • Open Access
498 Views
28 Pages

2 November 2025

Agricultural systems are complex social–ecological systems shaped by interactions among diverse stakeholders including governments, enterprises, farmers, consumers, and financial institutions. To examine policy-driven sustainability transitions...

  • Article
  • Open Access
493 Views
25 Pages

2 November 2025

This study is devoted to the analysis of regional collaboration in emergency supply chain reserves. To address this critical research issue, we have developed an AI-assisted tripartite evolutionary game model involving governments, manufacturers, and...

  • Article
  • Open Access
1 Citations
1,756 Views
25 Pages

1 November 2025

This study examines the evolving use of social software to combat online disinformation by investigating Weibo users’ attitudes toward IP location disclosure as a measure of transparency and trustworthiness. We analyzed 49,579 posts (April 2022...

  • Review
  • Open Access
1,184 Views
26 Pages

31 October 2025

With the digital transformation of the construction industry toward intelligent construction, advanced digital technologies—including Artificial Intelligence (AI), Digital Twins (DTs), and Internet of Things (IoT)—increasingly support Hum...

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Systems - ISSN 2079-8954