Condensed matter physicist, I got a PhD in SISSA in Trieste and currently I am a post-doc in Ecole Polytechnique Fédérale de Lausanne at @lab_COSMO

Joined July 2011
13 Photos and videos
Davide Tisi retweeted
I am proud to announce that today @cusp_ai has closed a $100M Series A fundraise, co-led by @NEA and @Temasek, with participation from @nvidia’s NVentures, @SamsungVentures and @Hyundai_Worldwide.
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Davide Tisi retweeted
What is the minimally effective way to construct a reservoir computer that can learn chaotic dynamics? In my new paper, I demonstrate that deterministically constructed reservoirs with minimal topologies (MESNs) consistently outperform conventional random-initialized ESNs. 1/2
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Davide Tisi retweeted
High-dimensional linear mappings, or linear layers, dominate both the parameter count and inference cost in most deep learning models. We propose a general-purpose drop-in replacement with a substantially better capacity - inference cost ratio. Check it out!🧵
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5 Sep 2025
Last week, while we were all busy at #psik2025, my paper with Hanna Türk got published in @PRXenergy. We used @lab_COSMO's #PET models to study the dynamic reconstruction of LPS surfaces, and how it impacts their structure, stability, and reactivity. journals.aps.org/prxenergy/a…
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5 Sep 2025
This also marks my last published paper while I am part of @lab_COSMO, I am sure I will continue collaborating with these amazing colleagues!!
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5 Sep 2025
I also want to thank the funding @snf_ch with the #SINERGIA grant, @nccr_marvel @ERC_Research, and @cscsch for computing time.
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5 Sep 2025
We studied the surface reconstruction using an accurate unconstrained machine learning model. Reconstructed surfaces become lower in energy, and the surface energy is less orientation dependent, making the Wulff shape more spherical.
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Davide Tisi retweeted
🚨 PhD & Postdoc positions in Computational Chemistry 🚨 Funded by SNSF ERC Starting Grant in my group @unifrChemistry (Fribourg 🇨🇭). Focus: ML × DFT (method development & applications). Please RT 🙏 📄 Info & apply: unifr.ch/chem/en/assets/publ…

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Davide Tisi retweeted
26 Aug 2025
Using molecular dynamics simulations with a #MachineLearning interatomic potential, scientists analyzed the surface dynamics of lithium thiophosphate and discovered new surface terminations with different properties than found in previous studies. 🔗 go.aps.org/41RRhFS
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Davide Tisi retweeted
17 May 2025
Started with some slides for AutoAdsorbate-ended up with an animated deep dive into surface site detection. It works on any surface, no bulk symmetry needed. Here’s what this one-liner really does: s=Surface(slab211) code: github.com/basf/autoadsorbat… paper: tinyurl.com/yfbxnbds
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Davide Tisi retweeted
📢For those still hanging out here, a new #cookbook recipe landed, demonstrating >2x speedup of *conservative* MD for the PET-MAD universal #MLIP using multiple time stepping. Check out the details at the other place, or head to atomistic-cookbook.org/examp… #compchem #machinelearning

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Davide Tisi retweeted
This is a fantastic master program. Students of the international track spend 1 semester in Trieste ( at @ictpnews and @Sissaschool ), 1 in Turin ( @PoliTOnews ), and 1 in Paris (Sorbonne / Saclay / Paris-Cité ) final proj. Apply! Deadline May 25 polito.it/en/education/maste…
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21 Apr 2025
Last week, we continued @lab_COSMO's study of solid-state electrolytes, focusing on the properties of the LPS surfaces arxiv.org/abs/2504.11553. Many thanks to my office mate Hanna Tuerk who did a lot of the work

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21 Apr 2025
The surface reconstruction increases the atom density and reduces the Li diffusion
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21 Apr 2025
We studied the evolution of the SOAP descriptors of the tetrahedra on the surface, for an atomistic analysis of their dynamics. We time-averaged the SOAP vector to rule out the effects of fast-moving Li atoms
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