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diogodcarvalho.bsky.social

@diogodcarvalho.bsky.social
50 followers 48 following 9 posts

PhD Student @golp.bsky.social Plasma Physics ∩ ML

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diogodcarvalho.bsky.social @diogodcarvalho.bsky.social · 11/06/2026
[1/3] If you are curious about the Particle-in-Cell algorithm's inherent collisionality and methods to learn collision operators from plasma data, feel free to check our companion papers now available in JPP @universitypress.cambridge.org and PPCF @ioppublishing.bsky.social
Learning collision operators with differentiable simulators
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Luís Oliveira e Silva @luisoliveiraesilva.bsky.social · 21/01/2026
Also look up the companion paper by @diogodcarvalho.bsky.social et al. with the generalization for time varying operators and integro-differential collision operators, also on arXiv arxiv.org/abs/2601.13377
arxiv.org
Learning time-dependent and integro-differential collision operators from plasma phase space data using differentiable simulators
Collisional and stochastic wave-particle dynamics in plasmas far from equilibrium are complex, temporally evolving, stochastic processes which are challenging to model. In this work, we extend previou...
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Pablo J. Bilbao @pablojbilbao.com · 21/01/2026
New work by @diogodcarvalho.bsky.social, W. Mori, @luisoliveiraesilva.bsky.social & E.P. Alves! Can you learn collision operators directly from plasma simulation data? This method extracts them from differentiable-simulations! A step forward to data-driven plasma physics. arxiv.org/pdf/2601.10885
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GoLP @golp-ist.bsky.social · 14/07/2025
Last week, a part of GoLP went to Vilnius (Lithuania 🇱🇹) for the 51st EPS Conference on Plasma Physics (🔗 epsplasma2025.com ), chaired by GoLP member Marija Vranic. 🔗 to know more: golp.tecnico.ulisboa.pt/.../golp-mem...
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Luís Oliveira e Silva @luisoliveiraesilva.bsky.social · 23/05/2025
Congratulations @golp-ist.bsky.social members with teaching (T) & academic (A) awards @istecnico.bsky.social day 2025 - front row (left to right): @thales-silva.bsky.social (T) @diogodcarvalho.bsky.social (T) Gonçalo A (A), João J (T+A), José M (A) back: Gonçalo F (T), Jorge V (T), Afonso S (A) 🎉🎊
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diogodcarvalho.bsky.social @diogodcarvalho.bsky.social · 07/05/2025
1/n Back in Lisbon after 1 year at UCLA! Want to start by thanking Fulbright, FCT, IIE, and UCLA for making this research visit possible and for all the support during the program.
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GoLP @golp-ist.bsky.social · 28/03/2025
The contribution as a reviewer from GoLP's PhD student Diogo C has been recognized in the Outstanding Reviewer Awards 2024. Many congratulations to Diogo 👏🎉
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