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Papers matching “data scarcity” 4

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Enhancing Predictive Accuracy Under Data Scarcity: Modeling Molecular Interactions to Describe Sealing Material Compatibility with Bio-Hybrid Fuels
2025 Physchem article Materials Science Machine Learning in Materials Science Open access

Lukas Boden, Faras Brumand‐Poor, Linda Pleninger, Katharina Schmitz

0

citations
Empowering Reactivity Predictions through Noise-Based Data Augmentation
2025 Journal of the American Chemical Society article Materials Science Machine Learning in Materials Science

Julian A. Hueffel, Quentin P. Bindschaedler, Francesco Sala, Franziska Schoenebeck

15

citations
Wisdom of Crowds for Supporting the Safety Evaluation of Nanomaterials
2025 Environmental Science & Technology article Materials Science Nanoparticles: synthesis and applications Open access

Laura Aliisa Saarimäki, Michele Fratello, Giusy del Giudice, Emanuele Di Lieto, Antreas Afantitis, Harri Tapio Alenius, +21 more

2

citations
Learning Self-Supervised Representations of Powder-Diffraction Patterns
2025 Crystals article Materials Science Machine Learning in Materials Science Open access

Shubhayu Das, Markus Vorholt, Andreas Houben, Richard Dronskowski

3

citations

4 results