Transformer variational wave functions for frustrated quantum spin systems LL Viteritti, R Rende, F Becca Physical Review Letters 130 (23), 236401, 2023 | 39 | 2023 |
A simple linear algebra identity to optimize large-scale neural network quantum states R Rende, LL Viteritti, L Bardone, F Becca, S Goldt Communications Physics 7 (1), 260, 2024 | 32* | 2024 |
Mapping of attention mechanisms to a generalized Potts model R Rende, F Gerace, A Laio, S Goldt Physical Review Research 6 (2), 023057, 2024 | 19* | 2024 |
Transformer wave function for the shastry-sutherland model: emergence of a spin-liquid phase LL Viteritti, R Rende, A Parola, S Goldt, F Becca arXiv preprint arXiv:2311.16889, 2023 | 17 | 2023 |
Fine-tuning Neural Network Quantum States R Rende, S Goldt, F Becca, LL Viteritti arXiv preprint arXiv:2403.07795, 2024 | 4 | 2024 |
Policy-guided Monte Carlo on general state spaces: Application to glass-forming mixtures L Galliano, R Rende, D Coslovich The Journal of Chemical Physics 161 (6), 2024 | 1 | 2024 |
Are queries and keys always relevant? A case study on Transformer wave functions R Rende, LL Viteritti arXiv preprint arXiv:2405.18874, 2024 | 1 | 2024 |
A distributional simplicity bias in the learning dynamics of transformers R Rende, F Gerace, A Laio, S Goldt arXiv preprint arXiv:2410.19637, 2024 | | 2024 |