3 papers
math-ph2026
Derivation of the focusing measure in the optimal mass regime from many-body quantum Gibbs states
Lin Lü, Phan Thành Nam, Rongchan Zhu
We derive the focusing measure on the torus as the high-temperature/mean-field limit of many-body quantum Gibbs states with an attractive three-body interactio…
cs.LG2025
SPDEBench: An Extensive Benchmark for Learning Stochastic PDEs
Yuantu Zhu, Zheyan Li, Dai Shi +8
Stochastic Partial Differential Equations (SPDEs) driven by random noise play a central role in modeling physical processes with rough spatio-temporal dynamics, such as turbulence…
cs.LG2025
Riemannian Neural Geodesic Interpolant
Jiawen Wu, Bingguang Chen, Yuyi Zhou +3
Stochastic interpolants are efficient generative models that bridge two arbitrary probability density functions in finite time, enabling flexible generation from the source to the…