Effect of fission products on tensile strength of UO<sub>2</sub> Σ3 (111)/[1<math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg" class="math"><mover accent="true"><mn>1</mn><mo stretchy="true">¯</mo></mover></math>0] and UO<sub>2</sub> Σ11 (1<math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg" class="math"><mover accent="true"><mn>1</mn><mo stretchy="true">¯</mo></mover></math>3)/[110] grain boundaries from first-principles study

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After OpenAI released GPT-5.3-Codex (high) which performed substantially better and faster at these types of tasks than GPT-5.2-Codex, I asked Codex to write a UMAP implementation from scratch in Rust, which at a glance seemed to work and gave reasonable results. I also instructed it to create benchmarks that test a wide variety of representative input matrix sizes. Rust has a popular benchmarking crate in criterion, which outputs the benchmark results in an easy-to-read format, which, most importantly, agents can easily parse.