Interplay between neural and tensor networks: a workshop on recent developments

In July 2026, Maison du Quantique Alpes organized its second international workshop. Lei Wang (Chinese Academy of Science), Miles Stoudenmire (CCQ Flatiron Institute) and Xavier Waintal (CEA, UGA) did the scientific coordination of this event. 18 international lecturers were invited to give their latest findings on the subject and 65 participants attended the event to engage with them during poster sessions and open discussions.

Replays

Speakers :

Berns Rutger: "Scaling Neural Quantum States beyond 10000 quantum spins"
Carrasquilla Alvarez Juan: "Tensorization of neural networks into matrix product states for interpretable physical representations"
Greplová Eliška: "Neural Networks in Quantum Physics: An Interdisciplinary Perspective"
Holzmann Markus: "Exploring phase diagrams of quantum matter with neural quantum states"
Midha Siddhant: "Algorithmic Locality in Tensor Networks". No replay yet.
Niggemann Nils: "Basis dependence of Neural Quantum States"
Pareja Monturiol José Ramón: "Tensorization of neural networks into matrix product states for interpretable physical representations"
Paul Nisarga: "Entanglement and expressivity in neural network quantum states"
Rizzi Matteo: "Efficient optimization and conceptual barriers in variational finite Projected Entangled-Pair States"
Shinaoka Hiroshi: "Algorithmic Locality in Tensor Networks". No replay yet.
Tindall Joseph: "Quantum simulation with belief propagation and tensor networks"
Vicentini Filippo: "From Linear Algebra to Nonlinear Networks - and Back Again"
Wu Yanto: "Some recent progress on tensor network Monte Carlo