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@ARTICLE{Jadebeck:885878,
author = {Jadebeck, Johann F and Theorell, Axel and Leweke, Samuel
and Nöh, Katharina},
title = {{HOPS}: high-performance library for (non-)uniform sampling
of convex-constrained models},
journal = {Bioinformatics},
volume = {37},
number = {12},
issn = {1460-2059},
address = {Oxford},
publisher = {Oxford Univ. Press},
reportid = {FZJ-2020-04154},
pages = {1776-1777},
year = {2020},
abstract = {The C++ library Highly Optimized Polytope Sampling (HOPS)
provides implementations of efficient and scalable
algorithms for sampling convex-constrained models that are
equipped with arbitrary target functions. For uniform
sampling, substantial performance gains were achieved
compared to the state-of-the-art. The ease of integration
and utility of non-uniform sampling is showcased in a
Bayesian inference setting, demonstrating how HOPS
interoperates with third-party software.},
cin = {IBG-1},
ddc = {570},
cid = {I:(DE-Juel1)IBG-1-20101118},
pnm = {583 - Innovative Synergisms (POF3-583)},
pid = {G:(DE-HGF)POF3-583},
typ = {PUB:(DE-HGF)16},
pubmed = {33045081},
UT = {WOS:000693171600023},
doi = {10.1093/bioinformatics/btaa872},
url = {https://juser.fz-juelich.de/record/885878},
}