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genphy1976 | 2 years ago

These people https://arxiv.org/pdf/1307.5867.pdf use Powell's derivative-free optimization method (newuoa) in the study of the galaxy cluster MACS J1206.2-0847 ( https://it.wikipedia.org/wiki/MACS_J1206.2-0847 ). This is so cool!

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ggraphilia|2 years ago

“Renowned for their robustness and efficiency, these solvers are used in a wide spectrum of applications, for instance, aeronautical engineering [25], astronomy [39], computer vision [33], robotics [40], and statistics [5].” These algorithms seem truly used in science and engineering.

[5] D. M. Bates, M. Mächler, B. Bolker, and S. Walker. Fitting linear mixed-effects models using lme4. J. Stat. Softw., 67:1–48, 2015.

[25] F. Gallard et al. GEMS: a Python library for automation of multidisciplinary design optimization process generation. In 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Kissimmee, FL, USA, 2018. AIAA.

[33] H. Izadinia, Q. Shan, and S. M. Seitz. IM2CAD. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 5134–5143, San Juan, PR, USA, 2017. IEEE.

[40] K. Mombaur, A. Truong, and J. P. Laumond. From human to humanoid locomotion—an inverse optimal control approach. Auton. Robot., 28:369–383, 2010.

[39] G. A. Mamon, A. Biviano, and G. Boué. MAMPOSSt: modelling anisotropy and mass profiles of observed spherical systems I. Gaussian 3D velocities. Mon. Not. R. Astron. Soc., 429:3079–3098, 2013.