Publications
Review · Archives of Computational Methods in Engineering · August 14, 2025
Ensembles of Graph and Physics-Informed Machine Learning for Scientific Modeling in Materials Science: A Review
Machine Learning in Materials ScienceModel Reduction and Neural NetworksComputational Drug Discovery Methodsensemble learninggraph neural networksphysics-informed neural networks
More by Dennis Wayo
- Physics‐Guided Neural Regression Modeling of Energy‐Balance Proxies for Hydraulic Fracture Propagation in 1D–3DInternational Journal for Numerical and Analytical Methods in Geomechanics · 2026
- Traversing Gaussian and non-Gaussian regimes in photonic quantum simulators: a reviewEPJ Quantum Technology · 2026
- Decoder Comparability Across Quantum Software Stacks: Repeated-Round Surface and Digitized-GKP Syndrome ReplayarXiv · 2026
- Auditing Syndrome-to-Decoder Mappings for Repetition, Surface, CSS, and Digitized-GKP InterfacesarXiv · 2026