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_data/bibtex/articles2019.bib

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number = {3},
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grant = {NSERC 299010-04},
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preprint = {https://dx.doi.org/10.13140/RG.2.2.34725.81123},
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preprint = {https://doi.org/10.13140/RG.2.2.34725.81123},
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gerad = {G-2018-40},
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doi = {10.1137/18M1194948}
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}
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number = {5},
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pages = {S409--S432},
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grant = {NSERC 299010-04},
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preprint = {https://www.gerad.ca/en/papers/G-2018-42/view},
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preprint = {https://www.gerad.ca/en/papers/G-2018-42.pdf},
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doi = {10.1137/18M1194900}
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}
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year = {2019},
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pages = {1988--2025},
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grant = {NSERC 299010-04},
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preprint = {https://www.gerad.ca/en/papers/G-2018-50/view},
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preprint = {https://epubs.siam.org/doi/10.1137/18M1204255},
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doi = {10.1137/18M1204255}
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}
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number = {1},
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pages = {254--275},
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grant = {NSERC 299010-04},
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preprint = {https://goo.gl/uyPRk5},
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preprint = {https://web.stanford.edu/group/SOL/software/lslq/lslq.pdf},
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gerad = {G-2017-05},
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doi = {10.1137/17M1113552}
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}

_data/bibtex/articles2020.bib

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volume = {76},
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pages = {961--989},
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preprint = {https://www.gerad.ca/en/papers/G-2019-17/view},
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preprint = {https://link.springer.com/article/10.1007/s10589-020-00201-2},
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_data/bibtex/articles2023.bib

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@article{Montoison2023,
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url = {https://epubs.siam.org/doi/abs/10.1137/21M1459265},
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url = {https://doi.org/10.1137/21M1459265},
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year = {2023},
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volume = {1},
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_data/bibtex/articles2024.bib

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@article{Cibulka2024,
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title = {Towards optimal spatio‐temporal decomposition of control‐related sum‐of‐squares programs},
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ISSN = {1099-1239},
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url = {http://dx.doi.org/10.1002/rnc.7596},
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url = {https://doi.org/10.1002/rnc.7596},
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DOI = {10.1002/rnc.7596},
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journal = {International Journal of Robust and Nonlinear Control},
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publisher = {Wiley},

_data/references.json

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"author": "Abel S. Siqueira",
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"date": "2017-12-01",
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"where": "Seminários de Análise Convexa e Otimização. UFSC, Florianópolis/SC, Brasil",
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"link": "http://abelsiqueira.github.io/assets/2017-12-01-ufsc.pdf",
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"link": "https://www.youtube.com/watch?v=VhAxV9I1xHs",
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"type": "talk"
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},
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{
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"title": "A Workflow for Designing Optimization Methods in the Julia Language",
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"author": "Abel S. Siqueira and Dominique Orban",
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"date": "2016-05-04",
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"where": "2016 Optimization Days. Montréal, Canada",
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"link": "http://abelsiqueira.github.io/assets/jopt-2016.pdf",
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"link": "https://abelsiqueira.com/blog/jopt-2016.pdf",
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"type": "talk"
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},
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{
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"author": "Abel S. Siqueira and Dominique Orban",
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"where": "Second Annual JuMP-dev Workshop. Bordeaux, France",
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"date": "2018-06-28",
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"link": "http://abelsiqueira.github.io/assets/2018-06-28-jump-dev.pdf",
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"link": "https://www.juliaopt.org/meetings/bordeaux2018/siqueira.pdf",
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},
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{
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"author": "Abel S. Siqueira and Dominique Orban",
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"where": "XII Brazilian Workshop on Continuous Optimization. Iguaçu Falls, Brazil.",
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"date": "2018-07-23",
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"link": "http://abelsiqueira.github.io/assets/2018-07-23-xiibrazopt.pdf",
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"link": "https://abelsiqueira.com/blog/2018-07-23-xiibrazopt.pdf",
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},
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{
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"author": "Abel S. Siqueira",
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"date": "2019-02-07",
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"where": "Tutorial: Modeling and optimization tools in Julia: An introduction to JuMP and JSO. GERAD. Montreal/QC, Canada",
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"link": "http://abelsiqueira.github.io/assets/2019-02-07-GERAD.tar.gz",
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"type": "talk"
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},
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{
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"title": "JuliaSmoothOptimizers",
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"author": "Abel S. Siqueira",
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"date": "2019-05-31",
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"where": "Talk at PPGM - UFPR. Curitiba/PR, Brazil.",
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"link": "http://abelsiqueira.github.io/assets/2019-05-31-PPGM.ipynb",
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"author": "Alexis Montoison",
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"where": "LANS Seminar, Chicago, USA",
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"date": "2023-12-13",
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"link": "https://github.com/JuliaSmoothOptimizers/JuliaSmoothOptimizers.github.io/files/LANS-Seminar-Argonne.pdf",
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"link": "https://www.anl.gov/event/krylovjl-empowering-performance-and-portability-in-highperformance-computing",
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}
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assets/references/output/list-publications.out

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doi = {10.1002/rnc.7596},
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author = {Cibulka, Vít and Korda, Milan and Haniš, Tomáš},
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year = {2024},
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url = {http://dx.doi.org/10.1002/rnc.7596},
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url = {https://doi.org/10.1002/rnc.7596},
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month = {September},
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journal = {International Journal of Robust and Nonlinear Control},
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title = {Towards optimal spatio‐temporal decomposition of control‐related sum‐of‐squares programs}
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doi = {10.1137/21M1459265},
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author = {Montoison, A. and Orban, D.},
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year = {2023},
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url = {https://doi.org/10.1137/21M1459265},
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volume = {1},
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journal = {SIAM Journal on Matrix Analysis and Applications},
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title = {GPMR: An Iterative Method for Unsymmetric Partitioned Linear Systems}
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~~~A Unified Efficient Implementation of Trust-region Type Algorithms for Unconstrained Optimization, **J.-P. Dussault**, INFOR: Information Systems and Operational Research, 58(2), 290--309, 2020., [10.1080/03155986.2019.1624490](https://doi.org/10.1080/03155986.2019.1624490)
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- ~~~
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preprint = {https://link.springer.com/article/10.1007/s10589-020-00201-2},
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pages = {961--989},
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doi = {10.1007/s10589-020-00201-2},
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author = {Orban, D. and Siqueira, A. S.},
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~~~BiLQ: An Iterative Method for Nonsymmetric Linear Systems with a Quasi-Minimum Error Property, **A. Montoison, D. Orban**, SIAM Journal on Matrix Analysis and Applications, 41(3), 1145--1166, 2020., [10.1137/19m1290991](https://doi.org/10.1137/19m1290991)
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- ~~~
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preprint = {https://doi.org/10.13140/RG.2.2.34725.81123},
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author = {Estrin, R. and Orban, D. and Saunders, M. A.},
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~~~LNLQ: An Iterative Method for Least-Norm Problems with an Error Minimization Property, **R. Estrin, D. Orban, M. A. Saunders**, SIAM Journal on Matrix Analysis, 40(3), 1102--1124, 2019., [10.1137/18M1194948](https://doi.org/10.1137/18M1194948)
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- ~~~
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preprint = {https://www.gerad.ca/en/papers/G-2018-42/view},
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preprint = {https://www.gerad.ca/en/papers/G-2018-42.pdf},
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grant = {NSERC 299010-04},
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pages = {S409--S432},
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author = {Buttari, A. and Orban, D. and Ruiz, D. and Titley-Peloquin, D.},
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~~~A Tridiagonalization Method for Symmetric Saddle-Point System, **A. Buttari, D. Orban, D. Ruiz, D. Titley-Peloquin**, SIAM Journal on Scientific Computing, 41(5), S409--S432, 2019., [10.1137/18M1194900](https://doi.org/10.1137/18M1194900)
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- ~~~
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preprint = {https://epubs.siam.org/doi/10.1137/18M1204255},
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grant = {NSERC 299010-04},
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pages = {1988--2025},
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author = {Dahito, M.-A. and Orban, D.},
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~~~The Conjugate Residual Method in Linesearch and Trust-Region Methods, **M.-A. Dahito, D. Orban**, SIAM Journal on Optimization, 29(3), 1988--2025, 2019., [10.1137/18M1204255](https://doi.org/10.1137/18M1204255)
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<button data-clipboard-text="@article{estrin-orban-saunders-2019b,
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preprint = {https://web.stanford.edu/group/SOL/software/lslq/lslq.pdf},
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~~~Augmented Lagrangian methods as dynamical systems for constrained optimization, **A. De Marchi**, In 2021 60th IEEE Conference on Decision and Control, 6533--6538, 2021. IEEE., [10.1109/CDC45484.2021.9683199](https://doi.org/10.1109/CDC45484.2021.9683199)
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### Talks (25)
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- [Krylov.jl: Empowering Performance and Portability in High-Performance Computing](https://github.com/JuliaSmoothOptimizers/JuliaSmoothOptimizers.github.io/files/LANS-Seminar-Argonne.pdf), **Alexis Montoison**, LANS Seminar, Chicago, USA, 2023-Dec-13
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- [Krylov.jl: Empowering Performance and Portability in High-Performance Computing](https://www.anl.gov/event/krylovjl-empowering-performance-and-portability-in-highperformance-computing), **Alexis Montoison**, LANS Seminar, Chicago, USA, 2023-Dec-13
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- [Nonlinear Optimization with the Julia Smooth Optimizers packages](https://www.youtube.com/watch?v=i1eeD3uHbZ4), **Abel Soares Siqueira**, JuliaCon Local, Eindhoven, Netherlands, 2023-Dec-1
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- [Julia Smooth Optimizers: Streamlined research and recent developments of the ecosystem](https://github.com/JuliaSmoothOptimizers/JuliaSmoothOptimizers.github.io/files/12891425/JSO.at.Paris.JuliaOptDays.pdf), **Abel Soares Siqueira**, Journées Julia et Optimisation, Paris, France, 2023-Oct-6
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- [Optimization Solver in Julia Smooth Optimizers](https://www.youtube.com/watch?v=x52QlIb8E9Y), **Tangi Migot**, JuliaCon 2023, MIT, 2023-Jul-28
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- [Large scale optimization solvers in Julia for data science](https://www.youtube.com/watch?v=uMKQTUfGkWw&), **Tangi Migot**, IVADO Digital October (online)., 2021-Nov-15
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- TriCG and TriMR: Two Iterative Methods for Symmetric Quasi-Definite Systems, **Alexis Montoison and Dominique Orban**, SIAM Conference on Applied Linear Algebra (LA21), 2021-May-21
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- [Otimização na Linguagem Julia](https://docs.google.com/presentation/d/e/2PACX-1vTExSw03IXqsEOOjWeFvvC0FLodFUw5RpIQJLNUALql9jWPjS6GG4fyVeRn3BqehrT5AmfpWYvR4Tpo/pub?start=true&loop=false&delayms=5000&slide=id.g5c57578bdc_0_1264), **Abel S. Siqueira**, Palestra no Congresso Internacional de Biomassa - 4° Expo Biomassa - Curitiba/PR, Brazil., 2019-Jun-26
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- [JuliaSmoothOptimizers](http://abelsiqueira.github.io/assets/2019-05-31-PPGM.ipynb), **Abel S. Siqueira**, Talk at PPGM - UFPR. Curitiba/PR, Brazil., 2019-May-31
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- [JuliaSmoothOptimizers](http://abelsiqueira.github.io/assets/2019-02-07-GERAD.tar.gz), **Abel S. Siqueira**, Tutorial: Modeling and optimization tools in Julia: An introduction to JuMP and JSO. GERAD. Montreal/QC, Canada, 2019-Feb-7
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- [A Regularized Interior-Point Method for Constrained Nonlinear Least Squares](http://abelsiqueira.github.io/assets/2018-07-23-xiibrazopt.pdf), **Abel S. Siqueira and Dominique Orban**, XII Brazilian Workshop on Continuous Optimization. Iguaçu Falls, Brazil., 2018-Jul-23
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- [Developing new optimization methods with packages from the JuliaSmoothOptimizers organization](http://abelsiqueira.github.io/assets/2018-06-28-jump-dev.pdf), **Abel S. Siqueira and Dominique Orban**, Second Annual JuMP-dev Workshop. Bordeaux, France, 2018-Jun-28
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- JuliaSmoothOptimizers, **Abel S. Siqueira**, Talk at PPGM - UFPR. Curitiba/PR, Brazil., 2019-May-31
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- JuliaSmoothOptimizers, **Abel S. Siqueira**, Tutorial: Modeling and optimization tools in Julia: An introduction to JuMP and JSO. GERAD. Montreal/QC, Canada, 2019-Feb-7
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- [A Regularized Interior-Point Method for Constrained Nonlinear Least Squares](https://abelsiqueira.com/blog/2018-07-23-xiibrazopt.pdf), **Abel S. Siqueira and Dominique Orban**, XII Brazilian Workshop on Continuous Optimization. Iguaçu Falls, Brazil., 2018-Jul-23
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- [Developing new optimization methods with packages from the JuliaSmoothOptimizers organization](https://www.juliaopt.org/meetings/bordeaux2018/siqueira.pdf), **Abel S. Siqueira and Dominique Orban**, Second Annual JuMP-dev Workshop. Bordeaux, France, 2018-Jun-28
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- Iterative Methods with an Error Minimization Property, **Dominique Orban, Ron Estrin and Michael A. Saunders**, LA/Opt Seminar, ICME, Stanford University, 2018-May-31
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- [Otimização Não-Linear na Linguagem Julia](http://abelsiqueira.github.io/assets/2017-12-01-ufsc.pdf), **Abel S. Siqueira**, Seminários de Análise Convexa e Otimização. UFSC, Florianópolis/SC, Brasil, 2017-Dec-1
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- [A Workflow for Designing Optimization Methods in the Julia Language](http://abelsiqueira.github.io/assets/jopt-2016.pdf), **Abel S. Siqueira and Dominique Orban**, 2016 Optimization Days. Montréal, Canada, 2016-May-4
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- [Otimização Não-Linear na Linguagem Julia](https://www.youtube.com/watch?v=VhAxV9I1xHs), **Abel S. Siqueira**, Seminários de Análise Convexa e Otimização. UFSC, Florianópolis/SC, Brasil, 2017-Dec-1
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- [A Workflow for Designing Optimization Methods in the Julia Language](https://abelsiqueira.com/blog/jopt-2016.pdf), **Abel S. Siqueira and Dominique Orban**, 2016 Optimization Days. Montréal, Canada, 2016-May-4
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### Classes (5)
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- [Algèbre linéaire numérique appliquée](https://www.polymtl.ca/programmes/cours/algebre-lineaire-numerique-appliquee), **Dominique Orban**, Polytechnique Montréal, 2021-Jan-1
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- [Otimização Não Linear em Julia](https://www.youtube.com/playlist?list=PLOOY0eChA1ux1LAmJZNBySGeqR0kwNZmQ), **Abel S. Siqueira**, YouTube, 2020-Sep-2

feed.xml

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<![CDATA[ We are thrilled to announce a significant milestone in the journey of JuliaSmoothOptimizers &#40;JSO&#41; - a rebranding that brings with it a new domain and a fresh identity. We are excited to share that our organization has transitioned from juliasmoothoptimizers.github.io to the snappy and developer-focused jso.dev&#33; This change not only aligns perfectly with our organization&#39;s goals but also enhances our branding and community engagement. In this blog post, we delve into the reasons behind this change, the process of execution, and the bright future that lies ahead. ]]>
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<![CDATA[ This year&#39;s JuliaCon 2022/JuMP-dev 2022 featured three talks on JuliaSmoothOptimizers. ]]>
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<![CDATA[ The Julia Smooth Optimizers organization has moved to this new website, where we will aggregate all our tutorials and news. ]]>
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<![CDATA[ We are very happy to announce the publication in the Journal of Open Source Software of the paper DCISolver.jl: A Julia Solver for Nonlinear Optimization using Dynamic Control of Infeasibility. ]]>
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<![CDATA[ Abel Siqueira gave a talk at the first edition of the JuliaCon Local at Eindhoven 2023. ]]>
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<![CDATA[ The JuliaCon Local Eindhoven 2023 happens on 01/December/2023, and JSO is happy to be part of their community partners. We will be present at the event. ]]>
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<![CDATA[ For the second year, we organized a stream of sessions on &quot;Numerical optimization and linear algebra with Julia&quot; at Optimization Days 2023, held at HEC Montréal, May 29-31, 2023. ]]>
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<![CDATA[ Abel Soares Siqueira discusses Julia Smooth Optimizers on the Inspiring Computing podcast. ]]>
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<![CDATA[ We are very happy to announce the publication in the Journal of Open Source Software of the paper PDENLPModels.jl: A NLPModel API for optimization problems with PDE-constraints. ]]>
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<![CDATA[ The Krylov.jl paper by Alexis Montoison and Dominique Orban has been published in JOSS. ]]>
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<![CDATA[ The JuliaCon 2023 talk about Julia Smooth Optimizers is up on YouTube. Check the latest updates of the packages given by Tangi Migot. ]]>
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