Attention-Based Foundation Model for Quantum States
cond-mat.str-el
Submitted: 2025-12-12
Updated: 2026-06-17
Terminology
Sources
- On the Opportunities and Risks of Foundation Models
- Neural Network-Augmented Pfaffian Wave-functions for Scalable Simulations of Interacting Fermions
- An ab initio foundation model of wavefunctions that accurately describes chemical bond breaking
- Artificial Intelligence for Quantum Matter: Finding a Needle in a Haystack
- Electronic crystals and quasicrystals in semiconductor quantum wells: an AI-powered discovery
- A Self-Attention Ansatz for Ab-initio Quantum Chemistry
- Layer Normalization
- Ferromagnetic superconductivity with excitonic Cooper pairs: Application to $\Gamma$-valley twisted semiconductors
- Scaling Laws for Neural-Network Quantum States
- Large Electron Model: A Universal Ground State Predictor
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