Ziquan Deng
Papers
1
Total Citations
3
H-Index
1
About
Ziquan Deng is a researcher at the intersection of human-computer interaction and explainable artificial intelligence (XAI), with a particular focus on high-stakes, safety-critical domains like human spaceflight. His most cited work, "XAI Design Goals and Evaluation Metrics for Space Exploration: A Survey of Human Spaceflight Domain Experts" (2023, 3 citations), addresses a critical gap in AI transparency for NASA’s Artemis program and future Mars missions. By surveying domain experts, Deng identifies key design goals and evaluation metrics tailored to the unique constraints of deep-space operations—where communication delays, crew autonomy, and mission risk demand AI systems that are not only accurate but also interpretable and trustworthy. This work bridges the gap between AI developers and astronauts, ensuring that machine learning models can be effectively used for decision support in environments where human lives are at stake. Deng’s contributions are foundational for building human-centered AI in aerospace, and his research continues to shape how we design intelligent systems for exploration beyond Earth.
Research Focus
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Top Papers
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