Genesis Mission Phase I awards support teams as they design and test research workflows that integrate AI with scientific investigation. Ye is part of the Department of Energy sponsored Gensis Mission project “Adversarial Robustness Framework for AI Models in Battery Management and Energy Science Workflows,” led by the University of North Dakota. The project ensures that AI models remain accurate, reliable, and secure in the presence of cyber threats, such as corrupted training data, deceptive sensor measurements, and software backdoors. The research team will develop and evaluate a comprehensive framework for testing and improving the resilience of AI models used in battery management and related energy applications. Ye leads research in federated learning, cybersecurity, and distributed AI systems.