explainable ai

Physical‑Intuition‑Driven Nonlinear Ignition‑Threshold Scaling and Shell‑Aspect‑Ratio Regime Separation for 1D ICF via TreeSHAP Explainable AI

Laser-driven inertial-confinement-fusion (ICF) achieves thermonuclear ignition via spherical capsule compression, yet high-fidelity multi-dimensional radiation-hydrodynamic simulations demand prohibitive computational resources. The ignition-threshold-factor (ITF) quantifies ignition margins to constrain target-design...

Toward the Alignment of Understandability, Reasoning, and Explainability in TEL

An Integrated Explainable AI and Universal Design for Learning (UDL) Framework for Inclusive Special Education Systems

Algorithmic Bias in AI Marketing: Implications for Consumer Equity and Brand Reputation

Artificial intelligence (AI) is increasingly embedded in targeting, personalization, pricing, recommendation, and content-generation systems, intensifying concerns about algorithmic bias and its consequences for consumers and brands. This critical literature review synthesizes peer-reviewed and applied research publish...

TrustmeWatcher: An Application for Workplace Micro-Sensing and Explainable Well-Being Feedback

Workplace sensing studies combine long-running behaviour traces with self-reports, yet the tools that collect those data often sit apart from the interface that returns results. We present TrustmeWatcher, the application built for the TRUST-ME project to connect this work. TrustmeWatcher reuses ActivityWatch's OS-level...

Toward AI Trustworthiness: Finding Analytically Proven Forward-Invariant Sets for AI-Controlled Systems

Neural-network (NN) controllers are increasingly used in nonlinear control systems, but their highly nonlinear behavior makes them difficult to explain and verify, raising trustworthiness concerns in safety- and mission-critical applications. A key step toward certifiable trustworthiness is to find a Forward-Invariant...

A Unified and Interpretable Geometric Optimization Framework for Intelligent Automated Implant Planning in CBCT from Single to Consecutive Multiple Missing Teeth

Automated dental implant planning using artificial intelligence (AI) faces challenges in interpretability, safety assurance, and applicability beyond single-tooth cases. This paper presents a unified explainable framework for cone-beam computed tomography (CBCT) that handles both single-tooth and consecutive multiple m...

Performance analysis of vertical patterned glass BIPV in zero energy buildings using explainable AI

The Architecture of AI Governance in Banking: Bridging Compliance and Explainability Gaps

A coordinated governance strategy integrating technical validation, regulatory alignment, traditional risk management, documentation, and necessary human oversight can enhance accountability while addressing the real-world constraints of complex AI systems in regulated banking settings.

Pre-service teachers’ interactions with generative AI for creating culturally grounded visual teaching resources

The findings suggest that meaningful GenAI-supported instructional design involves more than favourable technology appraisal; it also requires usable systems, culturally informed teacher judgement and careful evaluation of generated visual resources.

Development and validation of an explainable artificial intelligence model for training load monitoring and performance risk prediction in university-level football under resource constraints

Findings indicate that explainable machine learning models based on low-resource metrics can provide an accurate, interpretable, and scalable decision-support framework for training load monitoring in educational sport environments.

Integrating ChatGPT into 5E inquiry-based learning to scaffold EFL academic research writing

Large language models such as ChatGPT are increasingly used in education, yet evidence on how to integrate them systematically into EFL academic writing pedagogy remains limited. This study examined a 16-week undergraduate EFL composition course at a national university in Taiwan that embedded ChatGPT within the 5E inq...