M. Schebek

JANUS: A Multi-modal Foundation Neural Sampler for Disordered Materials

JANUS is a multimodal neural sampler that couples continuous and masked discrete diffusion through an equivariant graph neural network trained directly from energy evaluations, without pre-generated equilibrium data, providing a foundation for thermodynamic sampling, characterization and inverse design of chemically disordered materials.