Filippo Vicentini
@philipvinc.bsky.social
Professor of Quantum Physics and AI at Ecole Polytechnique in Paris.
Core contributor to the Neural Quantum State simulation methods, and to open science efforts.
Core contributor to the Neural Quantum State simulation methods, and to open science efforts.
Today I learned that "Antisimmetric Neural Networks" are patented.
@gppcarleo.bsky.social and several other researchers in #VMC #NQS should be careful about lawsuits from Google...
@gppcarleo.bsky.social and several other researchers in #VMC #NQS should be careful about lawsuits from Google...
patentimages.storage.googleapis.com
July 20, 2025 at 11:35 AM
Today I learned that "Antisimmetric Neural Networks" are patented.
@gppcarleo.bsky.social and several other researchers in #VMC #NQS should be careful about lawsuits from Google...
@gppcarleo.bsky.social and several other researchers in #VMC #NQS should be careful about lawsuits from Google...
We wondered "Are we sampling right?" And the answer seems "probably no". When doing #VMC on hard #quantum problems, |ψ(x)|² is optimal to get good "Energy estimates" but you need precise gradients to converge!
Turns out, you converge better by looking at |ψ(x)|ᵅ .
arxiv.org/abs/2507.05352
Turns out, you converge better by looking at |ψ(x)|ᵅ .
arxiv.org/abs/2507.05352
July 9, 2025 at 12:49 PM
We wondered "Are we sampling right?" And the answer seems "probably no". When doing #VMC on hard #quantum problems, |ψ(x)|² is optimal to get good "Energy estimates" but you need precise gradients to converge!
Turns out, you converge better by looking at |ψ(x)|ᵅ .
arxiv.org/abs/2507.05352
Turns out, you converge better by looking at |ψ(x)|ᵅ .
arxiv.org/abs/2507.05352
Do you want to simulate large spin systems with NQS? Yourself? Automatically?
We have just released the accompanying code for the Systematic study of projected neural dynamics, together with Luca Gravina and Vincenzo Savona!
Check it out! github.com/NeuralQXLab/...
We have just released the accompanying code for the Systematic study of projected neural dynamics, together with Luca Gravina and Vincenzo Savona!
Check it out! github.com/NeuralQXLab/...
February 25, 2025 at 2:22 PM
Do you want to simulate large spin systems with NQS? Yourself? Automatically?
We have just released the accompanying code for the Systematic study of projected neural dynamics, together with Luca Gravina and Vincenzo Savona!
Check it out! github.com/NeuralQXLab/...
We have just released the accompanying code for the Systematic study of projected neural dynamics, together with Luca Gravina and Vincenzo Savona!
Check it out! github.com/NeuralQXLab/...