5 posts tagged with scientific-ai.
Summary of Liu et al.'s ICLR 2025 paper introducing DenoiseVAE, a novel pre-training framework that learns molecule-adaptive and atom-specific noise …
Summary of Bigi et al.'s 2025 paper that critically evaluates the trend of using non-conservative force models in atomistic machine learning, …
Summary of Luo et al.'s 2025 paper introducing SPHNet, an SE(3)-equivariant network that uses adaptive sparsity to dramatically improve the efficiency …
Summary of Fu et al.'s 2025 paper that bridges the gap between test-set accuracy and downstream task performance for MLIPs by proposing energy …
Summary of Lu et al.'s 2025 paper introducing SpaceFormer, a Transformer-based framework that models the entire 3D space around a molecule—not just …