Research papers

This is a non-exhaustive list of research papers that have used Quantax. If you would like to add your publication to this list, please contact chenao.phys@gmail.com.

Convolutional transformer wave functions

• Authors: Ao Chen, Vighnesh Dattatraya Naik and Markus Heyl

• Paper: Phys. Rev. Research 8, L022040 (2026)

• Preprint: arXiv:2503.10462 (2025)

Neural-quantum-states impurity solver for quantum embedding problems

• Authors: Yinzhanghao Zhou, Tsung-Han Lee, Ao Chen, Nicola Lanatà, Hong Guo

• Paper: Phys. Rev. B 113, 155123 (2026)

• Preprint: arXiv:2509.12431 (2025)

Simulating superconductivity in mixed-dimensional $t_parallel$-$J_parallel$-$J_perp$ bilayers with neural quantum states

• Authors: Hannah Lange, Ao Chen, Antoine Georges, Fabian Grusdt, Annabelle Bohrdt, Christopher Roth

• Preprint: arXiv:2602.10091 (2025)

Superconductivity in the two-dimensional Hubbard model revealed by neural quantum states

• Authors: Christopher Roth, Ao Chen, Anirvan Sengupta, Antoine Georges

• Preprint: arXiv:2511.07566 (2025)

Neural network-augmented Pfaffian wave-functions for scalable simulations of interacting fermions

• Authors: Ao Chen, Zhou-Quan Wan, Anirvan Sengupta, Antoine Georges and Christopher Roth

• Preprint: arXiv:2507.10705 (2025)

Empowering deep neural quantum states through efficient optimization

• Authors: Ao Chen and Markus Heyl

• Paper: Nature Physics 20, 1476-1481 (2024)

• Preprint: arXiv:2302.01941 (2023)