Optimization Benchmarks - a AccelerationConsortium Collection

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Optimization Benchmarks

Hardware Control

Materials Informatics

Optimization Benchmarks

updated Nov 8, 2024

Running

1

Advanced Optimization

🏢

1

A high-dimensional, multi-objective, multi-fidelity function
Sleeping

1

Direct Arylation

🧪

1

Optimize reaction conditions including substance choices
Sleeping

1

Hartmann-4

📈

1

Optimize a four-dimensional transfer learning example
Sleeping

1

Branin

👁

1

A 2D analytic function used for optimization benchmarking
Runtime error

1

Sklearn Train Basic

🐠

1
Sleeping

1

Hartmann-6

📈

1

Optimize a six-dimensional transfer learning example
Sleeping

1

Hybrid Space Toy

🔮

1

Simple function with continuous and categorical parameters
Runtime error

1

Process Optimization Toy

🏭

1

Simple continuous function with many irrelevant parameters
Sleeping

1

Aryl Halides

🧪

1

Optimize yield of several aryl halide cross couplings