Optimization Benchmarks - a AccelerationConsortium Collection

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Optimization Benchmarks

Hardware Control

Materials Informatics

Optimization Benchmarks

updated Nov 8, 2024

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Advanced Optimization

🏢

A high-dimensional, multi-objective, multi-fidelity function
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Direct Arylation

🧪

Optimize reaction conditions including substance choices
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Hartmann-4

📈

Optimize a four-dimensional transfer learning example
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Branin

👁

A 2D analytic function used for optimization benchmarking
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Sklearn Train Basic

🐠
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Hartmann-6

📈

Optimize a six-dimensional transfer learning example
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Hybrid Space Toy

🔮

Simple function with continuous and categorical parameters
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Process Optimization Toy

🏭

Simple continuous function with many irrelevant parameters
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Aryl Halides

🧪

Optimize yield of several aryl halide cross couplings