Article-Journal

Graph Reasoning Networks

Markus Zopf

• Jan 1, 2024 • 1 min read

LEO Satellite Orbit Prediction with Physics Informed Machine Learning

Francesco Alesiani

• Sep 1, 2023 • 1 min read

Self-tuning Hamiltonian Monte Carlo for accelerated sampling

Henrik Christiansen

• Jan 1, 2023 • 1 min read

Gated information bottleneck for generalization in sequential environments

Francesco Alesiani

• Jan 1, 2023 • 1 min read

Continuous-Discrete Message Passing for Graph Logic Reasoning

Cristóbal Corvalán

• Jan 1, 2023 • 1 min read

Continual Invariant Risk Minimization

Francesco Alesiani

• Jan 1, 2023 • 1 min read

CAPE: channel-attention-based PDE parameter embeddings for SciML

Makoto Takamoto

• Jan 1, 2023 • 1 min read

Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching

Federico Errica

• Jan 1, 2023 • 1 min read

Principle of Relevant Information for Graph Sparsification (Supp. Material)

Shujian Yu

• Jan 1, 2022 • 1 min read

Pdebench: An extensive benchmark for scientific machine learning

Makoto Takamoto

• Jan 1, 2022 • 1 min read