Felix Conrad

Benchmarking AutoML for regression tasks on small tabular data in materials design

Felix Conrad, Mauritz Mälzer, Michael Schwarzenberger et al. · Scientific Reports · 2022 · 46 citations · Full text

Engineering, Materials Engineering, Materials Science +13

Need for UAI–Anatomy of the Paradigm of Usable Artificial Intelligence for Domain-Specific AI Applicability

Hajo Wiemer, Dorothea Schneider, Valentin Lang et al. · Multimodal Technologies and Interaction · 2023 · 17 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Exploring design space: Machine learning for multi-objective materials design optimization with enhanced evaluation strategies

Felix Conrad, Julien Philipp Stöcker, Cesare Signorini et al. · Computational Materials Science · 2024 · 14 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Integrating life cycle assessment (LCA) and machine learning for sustainable designs: a case study on protective layers made of mineral-bonded fiber-reinforced composites

Isabela de Paula Salgado, Felix Conrad, Cesare Signorini et al. · The International Journal of Life Cycle Assessment · 2025 · 12 citations · Full text

Architecture, Materials Engineering, Building Materials +16