Split publications section by topic

[ChrisRackauckas]

Pharmacology, methods of scientific machine learning, etc.

[gnadt]

Some publication author names look incomplete & add links

[emmanuellujan]

Pharmacology, methods of scientific machine learning, etc.
I have created a first list of selected publications from the last five years. I believe that once we have the final list we will be able to divide the items into categories.

Some publication author names look incomplete & add links
Done.

[gnadt]

Awesome! I just commented as a placeholder, not that you personally needed to address, thanks!

[gnadt]

Could add this one, no DOI like the others, though: Signal Enhancement for Magnetic Navigation Challenge Problem. A.R. Gnadt, J. Belarge, A.J. Canciani, L. Conger, J.A. Curro, A. Edelman, P. Morales, M.F. O’Keeffe, J. Taylor, C. Rackauckas. ArXiv (2020). Available: http://arxiv.org/abs/2007.12158.

[ChrisRackauckas]

A lot seem to be missing. Did you pull from https://scholar.google.com/citations?user=1kyW6dwAAAAJ&hl=en ?

[ChrisRackauckas]

ACED is missing and was a NeurIPS workshop thing: https://www.climatechange.ai/papers/neurips2020/91

This one is missing: https://ieeexplore.ieee.org/abstract/document/9286178

[ChrisRackauckas]

The Bayesian Neural ODEs paper was missing, and that was to LAFI: https://popl21.sigplan.org/details/lafi-2021-papers/7/Bayesian-Neural-Ordinary-Differential-Equations

The ICML paper is missing: https://proceedings.mlr.press/v139/pal21a.html

[ChrisRackauckas]

https://ep.liu.se/en/conference-article.aspx?series=ecp&issue=176&Article_No=37 is missing.

https://arxiv.org/abs/2105.03949 was part of ISSAC https://www.issac-conference.org/2021/program.php so it should be in ACM shortly.

http://real.mtak.hu/106039/1/ENOC_StochasticDelayDIffEq.pdf was ENOC

https://ml4physicalsciences.github.io/2020/files/NeurIPS_ML4PS_2020_125.pdf was NeurIPS ML4PS workshop

https://arxiv.org/abs/2105.05946 was in the Modelica conference https://2021.international.conference.modelica.org/proceedings/sessions/1B

[ChrisRackauckas]

https://arxiv.org/abs/2109.12449 is in the NeurIPS differentiable programming workshop.

https://downloads.spj.sciencemag.org/hds/2021/9798302.pdf is missing.

https://openreview.net/pdf?id=rJlPdcY38B is missing and was in the NeurIPS 2019 Program Transformations for Machine Learning Workshop

[emmanuellujan]

Hi!, I added all the items you pointed out to me :)
Since it is difficult to maintain a section that is always up to date with all the articles and other publishable items from all lab members, I think it is convenient to have a section on our webpage with "selected publications". Related to this Alan suggested to show the publications of the last five years. To start with this list of selected publications I used Scopus instead of Google Scholar, since Scopus has a finer filter, for example it does not add articles that have not been published. In addition, it allows exporting all the articles of a person in a bibtex.
I would like to ask other lab members to send me the bibtex of their selected publications to add them to this section. On the other hand, if there are items in the publications section that you think are surplus, please let me know so I can remove them. We will be updating this list as the days go by.

[ChrisRackauckas]

"Selected" tends to look bad. I think, make it complete, have everyone start sending bibtex, divide it into sections by topic, and showcase to the world just how much research we are really doing.

[emmanuellujan]

Ok, I sent a message to all lab members asking for the bibtex to update the publications