1 citations · 2 across the 2 of their papers we have counts for
2 papers
q-bio.QM2025★ 1 cited
Understanding temperature tuning in energy-based models
Peter W Fields, Vudtiwat Ngampruetikorn, David J Schwab +1
Generative models of complex systems often require post-hoc parameter adjustments to produce useful outputs. For example, energy-based models for protein design are sampled at an a…
q-bio.QM2025★ 1 cited
Optimization and variability can coexist
Marianne Bauer, William Bialek, Chase Goddard +6
Many biological systems perform close to their physical limits, but promoting this optimality to a general principle seems to require implausibly fine tuning of parameters. Using e…