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Benjamin Kurt Miller
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Relevance of rotationally equivariant convolutions for predicting molecular properties
BK Miller, M Geiger, TE Smidt, F Noé
arXiv preprint arXiv:2008.08461, 2020
762020
Euclidean neural networks: e3nn, April 2022
M Geiger, T Smidt, M Alby, BK Miller, W Boomsma, B Dice, K Lapchevskyi, ...
URL https://doi. org/10.5281/zenodo 6459381 (4), 0
56*
Finding symmetry breaking order parameters with euclidean neural networks
TE Smidt, M Geiger, BK Miller
Physical Review Research 3 (1), L012002, 2021
472021
Fast and credible likelihood-free cosmology with truncated marginal neural ratio estimation
A Cole, BK Miller, SJ Witte, MX Cai, MW Grootes, F Nattino, C Weniger
Journal of Cosmology and Astroparticle Physics 2022 (09), 004, 2022
412022
Truncated marginal neural ratio estimation
BK Miller, A Cole, P Forré, G Louppe, C Weniger
Advances in Neural Information Processing Systems 34, 129-143, 2021
382021
Generative coarse-graining of molecular conformations
W Wang, M Xu, C Cai, BK Miller, T Smidt, Y Wang, J Tang, ...
arXiv preprint arXiv:2201.12176, 2022
332022
Contrastive neural ratio estimation
BK Miller, C Weniger, P Forré
Advances in Neural Information Processing Systems 35, 3262-3278, 2022
212022
Sequential simulation-based inference for gravitational wave signals
U Bhardwaj, J Alvey, BK Miller, S Nissanke, C Weniger
Physical Review D 108 (4), 042004, 2023
202023
Simulation-efficient marginal posterior estimation with swyft: stop wasting your precious time
BK Miller, A Cole, G Louppe, C Weniger
arXiv preprint arXiv:2011.13951, 2020
172020
swyft: Truncated Marginal Neural Ratio Estimation in Python
BK Miller, A Cole, C Weniger, F Nattino, O Ku, MW Grootes
Journal of Open Source Software 7 (75), 4205, 2022
142022
Balancing simulation-based inference for conservative posteriors
A Delaunoy, BK Miller, P Forré, C Weniger, G Louppe
arXiv preprint arXiv:2304.10978, 2023
72023
Classical analysis of high harmonic generation
K Miller
Thesis, University of Colorado, Boulder, 2015
22015
Automatically detecting anomalous exoplanet transits
CJ Hönes, BK Miller, AM Heras, BH Foing
arXiv preprint arXiv:2111.08679, 2021
12021
SE (3) Equivariant Neural Networks for Regression on Molecular Properties: The QM9 Benchmark
BK Miller
12020
FlowMM: Generating Materials with Riemannian Flow Matching
BK Miller, RTQ Chen, A Sriram, BM Wood
arXiv preprint arXiv:2406.04713, 2024
2024
Simulation-based Inference with the Generalized Kullback-Leibler Divergence
BK Miller, M Federici, C Weniger, P Forré
Synergy of Scientific and Machine Learning Modeling Workshop at the …, 2023
2023
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Articles 1–16