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Giuseppe Carleo Profile
Giuseppe Carleo

@gppcarleo

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Associate professor of computational quantum science (@EPFL_en @cqs_lab). ML for quantum; quantum computing; growing the @NetKetOrg.

Lausanne, Switzerland
Joined April 2016
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@gppcarleo
Giuseppe Carleo
13 days
Still a couple of weeks left to apply for a tenure-track position @EPFL in theory of condensed matter and interacting quantum matter. Great conditions and environment, take a look:
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epfl.ch
The School of Basic Sciences (Physics, Chemistry and Mathematics) at EPFL seeks to appoint a Tenure Track Assistant Professor in condensed matter theory with a focus on interacting quantum matter....
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@gppcarleo
Giuseppe Carleo
20 days
“Heuristic” built modern computational physics: Monte Carlo, simulated annealing, DMRG, density functionals, neural networks... Pragmatic approaches that advance our understanding of Nature.
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@gppcarleo
Giuseppe Carleo
20 days
Some theoretically minded colleagues call our computational methods “heuristic,” often implying disapproval. I embrace heuristics — from the Greek heuriskein, “to find, to discover” — as the art of pragmatically advancing what can be simulated.
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@gppcarleo
Giuseppe Carleo
2 months
I have a new opening for several funded PHD positions in my group @cqs_lab at @EPFL. If you are a talented, motivated student, please apply here https://t.co/12fJ1P1vhT. I am especially looking to hire in scientific ML applications/NQS; not in quantum computing.
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epfl.ch
At the Computational Quantum Science Lab we typically have several openings yearly (at the PhD/ Postdoc level). Applications are reviewed twice a year, at the beginning of April and at the beginning...
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@PRX_Quantum
PRX Quantum
2 months
A hybrid quantum-classical 𝘈𝘯𝘴𝘢𝘵𝘻 simulates many-body dynamics by augmenting Trotterized quantum circuits with a trainable classical method, enabling Trotter error mitigation and scalable, SWAP-free execution. @GianGentinetta @frmetz @gppcarleo https://t.co/k0vBFKh7Un
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@CraigGidney
Craig Gidney
2 months
Blog post: "Actually, you can't test if quantum uses complex numbers" https://t.co/YjClN67xcg I doom the concept of that 2021 Nature paper by showing how to compile any distributed quantum protocol into real-only gates while preserving locality.
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@gppcarleo
Giuseppe Carleo
3 months
I am looking for a talented postdoc to join my group @EPFL @cqs_lab. Goal is to develop and apply state-of-the-art neural quantum states for electronic structure and related applications. Position to be filled soon, excellent conditions! Apply:
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epfl.ch
At the Computational Quantum Science Lab we typically have several openings yearly (at the PhD/ Postdoc level). Applications are reviewed twice a year, at the beginning of April and at the beginning...
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@gppcarleo
Giuseppe Carleo
4 months
Fresh in @NaturePhysics from @cqs_lab @epfl! Led by Linda Mauron, Zakari Denis & Jannes Nys: we predict topological ent. entropy in Rydberg simulators via tVMC. Surprisingly, we find RVB-like properties without the expected topological entropy signatures.
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@elijahliststeve
Steve Shultz
6 days
A rumbling beneath China is rising—the underground Church is about to erupt. Watch the broadcast with Hank Kunneman
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@gppcarleo
Giuseppe Carleo
4 months
We have an opening @EPFL_en for a Condensed Matter/ Interacting Quantum Matter **theorist**, at our Physics Institute. Appointment is at the level of the tenure track assistant professor, with generous support and excellent conditions. DM for more info. https://t.co/VlHrmTPNJ5
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epfl.ch
The School of Basic Sciences (Physics, Chemistry and Mathematics) at EPFL seeks to appoint a Tenure Track Assistant Professor in condensed matter theory with a focus on interacting quantum matter....
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@sinibandro
Alessandro Sinibaldi
4 months
Thrilled to share our latest paper https://t.co/5iLsAHm0p7 where we formalize VMC for multiple wave function optimization building on the excited state framework of @pfau et al. ( https://t.co/I1mPMPyXiA…). With D. Hendry and @gppcarleo.
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@gppcarleo
Giuseppe Carleo
8 months
Excited to share our latest quantum chemistry preprint @cqs_lab, the result of the hard work of Clemens Giuliani, https://t.co/Cnfg8eCrvP. We use a "simple" variational wavefunction composed of a few hundred optimized non-orthogonal Slater determinants and show that it achieves
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@gppcarleo
Giuseppe Carleo
8 months
We provide a classical simulation of DWave quantum "s-word" paper. Here it is https://t.co/IEivJNMnid , great work by Linda Mauron @cqs_lab, check it out! Our findings are in line with the other pre-print from @FlatironInst @MStoudenmire that just came out, but with a very
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arxiv.org
Recent demonstrations of D-Wave's annealing-based quantum simulators have established new benchmarks for quantum computational advantage [arXiv:2403.00910]. However, the precise location of the...
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@sinibandro
Alessandro Sinibaldi
9 months
Check out our new work with A. F. Mello, M. Collura and @gppcarleo on the first scalable method to compute non-stabilizerness/magic with Neural Quantum States (NQS) https://t.co/5JksfPVCfE. 🪄🧠
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@gppcarleo
Giuseppe Carleo
9 months
Most importantly, you can download these models for free and have state-of-the-art pre trained wave functions that work on many problems ! https://t.co/p0NGIofvFN Many thanks to @ll_viteritti of @EPFL_en @cqs_lab and @riccardorende of @Sissaschool for taking this to the finish
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huggingface.co
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@gppcarleo
Giuseppe Carleo
9 months
In the case of disordered models P(gamma) is naturally the distribution over disorder, however it can be anything meaningful, for example the distribution of couplings in a generalized long-range Heisenberg model or even the lattice structure underlying a given hamiltonian. (4/5)
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@gppcarleo
Giuseppe Carleo
9 months
The general idea is to minimize the ensemble energy over a suitable distribution of Hamiltonian parameters P(gamma). The wave function (a transformer) depends on the Hamiltonian, and generalizes across many instances of different Hamiltonians. We give a version of SR specialized
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@gppcarleo
Giuseppe Carleo
9 months
These models allows for applications that are hard to do with the standard framework, e.g.: 1. Automatic ensemble averages for hamiltonians with disorder 2. Computing fidelity susceptibility for automatic, and from first-principles, detection of phase transitions 3. Fine tuning
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@gppcarleo
Giuseppe Carleo
9 months
Our work on Foundation Neural Quantum States finally out: https://t.co/eXxlLoKcOf. These are generalized NQS that work for many hamiltonians: think of a general solver working for many ground-state problems! Pre-trained models ready for fine tuning are available here
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arxiv.org
Foundation models are highly versatile neural-network architectures capable of processing different data types, such as text and images, and generalizing across various tasks like classification...
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@gppcarleo
Giuseppe Carleo
10 months
Looking for a talented postdoc to join my group @cqs_lab @EPFL_en! 🇨🇭 Research Topics Include: Neural Quantum States, Many-Body Systems, Ab-Initio & Quantum Chemistry...etc Start: Fall 2025, excellent conditions Apply:
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epfl.ch
At the Computational Quantum Science Lab we typically have several openings yearly (at the PhD/ Postdoc level). Applications are reviewed twice a year, at the beginning of April and at the beginning...
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@pelositracker
Nancy Pelosi Stock Tracker ♟
1 month
Can’t beat them? Connect your broker to trade like them.
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@gppcarleo
Giuseppe Carleo
10 months
For the french-speaking friends: an article in @lemondefr "AI versus quantum computing : a very physical fight!" also featuring excerpts from an interview I had with David Larousserie https://t.co/hFxnUNc9qq (needs a subscription to Le Monde)
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lemonde.fr
Dans la course à la résolution des problèmes fondamentaux de physique et de chimie, l’intelligence artificielle et l’informatique quantique sont les deux champions en lice. Pour mieux en comprendre...
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