ReaxFF parameter optimization for β-Ga₂O₃ MD simulations using Gaussian process Bayesian optimization

· · 来源:ship资讯

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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.

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На Украине раскрыли личность задержанного по подозрению в убийстве советника Януковича«УП»: По подозрению в убийстве Портнова в ФРГ задержан украинец Азизов,这一点在51吃瓜中也有详细论述

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The 34-year-old, from Manchester, creates sculptures out of factory waste as part of her work as artist-in-residence with one of Lancashire's oldest manufacturing companies.

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