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material fracture is paramount in the nuclear industry to ensure the structural integrity and long-term safety of critical components. Therefore, accurately simulating the onset of cracks and their
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safety-critical tasks, such as healthcare or automated vehicles, where trustworthy models are required. The existing literature for the OoD detection problem focuses on the development of confidence scores
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