Leonardo Ferreira Guilhoto (he/him/his)
leonardofg.bsky.social
Leonardo Ferreira Guilhoto (he/him/his)
@leonardofg.bsky.social
Applied Mathematics and Computational Science PhD candidate @ UPenn, advised by Prof. Paris Perdikaris. I research applications of deep learning to science and engineering, with a focus on Uncertainty Quantification, Operator Leaning and PINNs!
Pinned
Hello all! Just created this account to share some of my work and connect with other researchers! In the tread below, I'll share a few things about me, but first, here are some links!
- Google Scholar: scholar.google.com/citations?us...
- LinkedIn: www.linkedin.com/in/leonardo-...
Leonardo Ferreira Guilhoto
‪PhD Candidate in Applied Math & Computational Science, University of Pennsylvania‬ - ‪‪Cited by 156‬‬ - ‪AI4Science‬ - ‪Operator Learning‬ - ‪Scientific Computing‬ - ‪Uncertainty Quantification‬
scholar.google.com
My Penn Grad Talks presentation on "How To Know What You Don't Know" is now on YouTube!

You can check it out here: www.youtube.com/watch?v=JhRb...
How To Know What You Don't Know - Penn Grad Talks 2025 Audience Choice Winner
YouTube video by Leonardo Ferreira Guilhoto
www.youtube.com
March 13, 2025 at 7:52 PM
Had a great time attending the Computational Science & Engineering conference organized by #SIAM this week in Fort Worth, TX! 🤠

Earlier this week I organized a two session mini-symposium on “Uncertainty Quantification for Scientific Machine Learning” (#UQ4SciML for short). #SciML #AI4Science

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March 9, 2025 at 5:09 PM
Ever since I was a tween, I’ve loved watching TED talks. So getting to give my own TED-style talk at this year's Penn Grad Talks (a competition of 8-minute talks by UPenn grad students) was a thrill! Not only that, but I was chosen as the Audience Choice winner out of 20 incredible talks!!🏆 🥳
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March 2, 2025 at 4:16 PM
Happy to share that this Friday at 3pm I'll be speaking as a finalist of the Penn Grad Talks competition! 🥳🥳
It is a competition of 8-minute TED-style talks by Penn grad students. You can attend it in-person at the Penn Museum, or virtually via the livestream: www.youtube.com/watch?v=dya_...
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Penn Grad Talks 2025 | Livestream
YouTube video by Penn Arts & Sciences
www.youtube.com
February 19, 2025 at 3:26 PM
Hello all! Just created this account to share some of my work and connect with other researchers! In the tread below, I'll share a few things about me, but first, here are some links!
- Google Scholar: scholar.google.com/citations?us...
- LinkedIn: www.linkedin.com/in/leonardo-...
Leonardo Ferreira Guilhoto
‪PhD Candidate in Applied Math & Computational Science, University of Pennsylvania‬ - ‪‪Cited by 156‬‬ - ‪AI4Science‬ - ‪Operator Learning‬ - ‪Scientific Computing‬ - ‪Uncertainty Quantification‬
scholar.google.com
February 14, 2025 at 3:39 PM