arXiv
Open Access
2025
Benchmark control problems in nonequilibrium statistical mechanics
Stephen Whitelam
Corneel Casert
Megan Engel
Isaac Tamblyn
Abstrak
We present a set of computer codes designed to test methods for optimizing time-dependent control protocols in fluctuating nonequilibrium systems. Each problem consists of a stochastic model, an optimization objective, and C++ and Python implementations that can be run on Unix-like systems. These benchmark systems are simple enough to run on a laptop, but challenging enough to test the capabilities of modern optimization methods. This release includes five problems and a worked example. The problem set is called NESTbench25, for NonEquilibrium STatistical mechanics benchmarks (2025).
Topik & Kata Kunci
Penulis (4)
S
Stephen Whitelam
C
Corneel Casert
M
Megan Engel
I
Isaac Tamblyn
Akses Cepat
Informasi Jurnal
- Tahun Terbit
- 2025
- Bahasa
- en
- Sumber Database
- arXiv
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- Open Access ✓