Pascal Friederich

机构：Karlsruhe Institute of Technology, Kerntechnische Entsorgung Karlsruhe (Germany), Institute of Nanotechnology · ORCID：0000-0003-4465-1465

发表论文 258 篇 · 总被引 7432 次 · h-index 37

代表论文

• Generative Models for Crystalline Materials (2026 · Advanced Materials · 被引 4)
• The Black Hole Strategy: Gravity-Based Representative Sampling for Frugal Graph Learning on Metal–Organic Framework Networks (2025 · Journal of Chemical Information and Modeling · 被引 3)
• Predicting new research directions in materials science using large language models and concept graphs (2026 · Nature Machine Intelligence · 被引 2)
• Symmetry-aware Bayesian flow networks for crystal generation (2026 · npj Computational Materials · 被引 1)
• Multi-stage Bayesian optimisation for dynamic decision-making in self-driving labs (2026 · Digital Discovery · 被引 1)
• MatBind: A Shared Embedding Space for Multimodal Materials Characterization (2026 · arXiv (Cornell University))