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An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian
0citations -
Implementing State-of-the-Art Deep Learning Approaches for Archaeological Object Detection in Remotely-Sensed Data: The Results of Cross-Domain Collaboration26citations
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A Lightweight Procedural Layer for Hybrid Experimental–Computational Workflows in Materials Science2026 Advanced Engineering Materials article Decision Sciences Scientific Computing and Data Management Open access
Steffen Brinckmann, Sarath Kumar Menon, Raphael Röske, Johannes Steinhülb, Michael A. Selzer, Jan Janßen, +3 more
1citations -
A workflow to investigate the impacts of weathered multi-walled carbon nanotubes to the mud snail Lymnaea stagnalis2021 Environmental Science and Pollution Research article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Thomas Kurth, Irina Politowski, Carola Winkelmann, Andreas Schäffer, Susanne Kretschmar, Thomas Ulrich Berendonk, +1 more
7citations -
High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling2026 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi
0citations -
A data-driven elucidation of the challenges in designing stable quinone derivatives for aqueous organic redox flow batteries: correlations between thermodynamics of chemical degradation and energy capacity metrics2026 Science and Technology of Advanced Materials article Engineering Advanced battery technologies research Open access
Ning Lu, Shiyao Ju, Daniel Willimetz, Shengming Tang, Abhishek Khetan
0citations -
Machine Learning as a Service for DiSSCo’s Digital Specimen Architecture2021 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Jonas Grieb, Claus Weiland, Alex Hardisty, Wouter Addink, Sharif Islam, Sohaib Younis, +1 more
7citations -
Hacking Infrastructures Together: Towards better interoperability of infrastructures2021 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Sofie Meeus, Wouter Addink, Donat Agosti, Christos Arvanitidis, Mariya Dimitrova, Juan Miguel González-Aranda, +8 more
0citations