Cecilia Clementi

Cecilia Clementi

@cecclementi.bsky.social

Scientist & Scuba Diver - I love theoretical physics, sharks, and pygmy seahorses - http://www.instagram.com/clementicecilia - http://www.physik.fu-berlin.de/en/einrichtungen/ag/ag-clementi

2.1K followers1K following37 posts

Cecilia Clementi
@cecclementi.bsky.social

Our new preprint is out: Extending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global Encoding. arxiv.org/abs/2502.13797 We present a new architecture to address the problem of "short-sightedness" of MLFF based on GNN, which outperform in speed and accuracy Ewald-based GNN.

arxiv.orgExtending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global EncodingGraph Neural Networks (GNNs) are routinely used in molecular physics, social sciences, and economics to model many-body interactions in graph-like systems. However, GNNs are inherently local and can s...
Cecilia Clementi
@cecclementi.bsky.social

Our new preprint is out: Extending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global Encoding. arxiv.org/abs/2502.13797 We present a new architecture to address the problem of "short-sightedness" of MLFF based on GNN, which outperform in speed and accuracy Ewald-based GNN.

arxiv.orgExtending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global EncodingGraph Neural Networks (GNNs) are routinely used in molecular physics, social sciences, and economics to model many-body interactions in graph-like systems. However, GNNs are inherently local and can s...
Cecilia Clementi
@cecclementi.bsky.social

I made panettone tiramisu with mascarpone in the dough and inserts of pistachio coffee and chocolate. With my loyal sourdough starter.

Frank Noe@franknoe.bsky.social

@cecclementi.bsky.social made Panettone with pistachio and chocolate. Oh my god sooo good. My diet is so over. ❤️❤️❤️

Cecilia Clementi
@cecclementi.bsky.social

"[…] To me Physics was not defined by subject matter: the atom, the troposphere, a piece of glass, my bicycle, a magnet, these are all incidentally the subject matter." 🧵 John J. Hopfield (2024 Physics Nobel Prize)

Cecilia Clementi
@cecclementi.bsky.social

"Physics was a point of view: that the world around us with effort, ingenuity, and adequate resources is understandable in a predictive and reasonably quantitative fashion." 🧵 John J. Hopfield (2024 Physics Nobel Prize)

Cecilia Clementi
@cecclementi.bsky.social

In 2024 I made a family of ceramic whales by throwing the main body on the wheel and altering the form. 🐳 Now deciding what other pottery animal I can build in 2025. Open for suggestions 😀 #ceramic #pottery

Cecilia Clementi
@cecclementi.bsky.social

In 2024 I made a family of ceramic whales by throwing the main body on the wheel and altering the form. 🐳 Now deciding what other pottery animal I can build in 2025. Open for suggestions 😀 #ceramic #pottery

Cecilia Clementi
@cecclementi.bsky.social

I tried to make pandoro for the first time. It’s a recipe for pandoro al cappuccino e caramello from an Italian blog I follow. Not fully satisfied with the results but @franknoe.bsky.social is excited to eat it 😀. Next weekend I will try panettone.

Frank Noe@franknoe.bsky.social

@cecclementi.bsky.social made Pandoros ❤️😋😍. They contain about a million eggs, an impressive phase transition and a lot of work and love. Looking forward to breakfast.

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