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Papers matching “data errors” 16

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Can unsupervised machine learning boost the on-site analysis of in situ synchrotron diffraction data?
2022 Scripta Materialia article Materials Science Machine Learning in Materials Science Open access

Tobias Strohmann, Pere Barriobero Vila, Joachim Gussone, David Melching, Andreas Stark, Norbert Schell, +1 more

6

citations
A data-driven strategy for phase field nucleation modeling
2024 npj Materials Degradation article Materials Science Machine Learning in Materials Science Open access

Yang Hu, Kai Wang, Robert Spatschek

6

citations
Application of batch learning for boosting high-throughput ab initio success rates and reducing computational effort required using data-driven processes
2025 Electronic Structure article Materials Science Machine Learning in Materials Science Open access

Robin Hilgers, Daniel Wortmann, Stefan Blügel

2

citations
Navigating predictions at nanoscale: a comprehensive study of regression models in magnetic nanoparticle synthesis
2024 Journal of Materials Chemistry B article Materials Science Machine Learning in Materials Science Open access

Lukas Glänzer, Lennart Göpfert, Thomas Schmitz‐Rode, Ioana Slabu

5

citations
Multivariate estimation of substructure amplitudes for a single-wavelength anomalous diffraction experiment
2023 Acta Crystallographica Section D Structural Biology article Materials Science Enzyme Structure and Function Open access

Pavol Skubák

1

citations
A Generative Adversarial Network Approach to Predict Nanoparticle Size in Microfluidics
2024 ACS Biomaterials Science & Engineering article Materials Science Nanoparticle-Based Drug Delivery

Sara Mihandoost, Sima Rezvantalab, Roger M. Pallares, Volkmar Schulz, Fabian M. Kiessling

20

citations
An anisotropic thermo-mechanically coupled constitutive model for glass fiber reinforced polyamide 6 including crystallization kinetics
2025 International Journal of Plasticity article Materials Science Polymer crystallization and properties Open access

Marie‐Christine Reuvers, Christopher Dannenberg, Michael Johlitz, Alexander Lion, Stefanie Reese, Tim Brepols

9

citations
Machine learning to predict gold nanostar optical properties
2025 Nanoscale Advances article Materials Science Gold and Silver Nanoparticles Synthesis and Applications Open access

Peiying Wu, Rui Zhang, Céline Porte, Fabian M. Kiessling, Twan Lammers, Sima Rezvantalab, +2 more

8

citations
Graphene at Liquid Copper Catalysts: Atomic‐Scale Agreement of Experimental and First‐Principles Adsorption Height
2022 Advanced Science article Materials Science Graphene research and applications Open access

Hao Gao, Valentina Belova, Francesco La Porta, Juan Santiago Cingolani, Mie Andersen, Mehdi Saedi, +6 more

23

citations
Triple junction benchmark for multiphase-field models combining capillary and bulk driving forces
2024 Modelling and Simulation in Materials Science and Engineering article Materials Science Solidification and crystal growth phenomena Open access

Paul Wilhelm Hoffrogge, Simon Daubner, Daniel Schneider, Britta Nestler, Janin Eiken

11

citations
Simulation of the Evolutions in Real Microstructure of Material under Thermal Cycle with High Thermal Gradients
2020 Procedia CIRP article Materials Science Solidification and crystal growth phenomena Open access

Thomas Bergs, M. Mohammadnejad, Lukas Heidemanns, A. Klink

6

citations
Interpretably learning the critical temperature of superconductors: Electron concentration and feature dimensionality reduction
2024 APL Materials article Materials Science Machine Learning in Materials Science Open access

Ángel Díaz Carral, Martín Roitegui, Maria Fyta

4

citations
Modeling anisotropic magnetic hysteresis properties with vector stop model by using finite element method
2021 COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering article Materials Science Magnetic Properties and Applications

Xiao Xiao, Fabian Müller, Martin Marco Nell, Kay Hameyer

4

citations
Challenges in double-beam laser interferometry measurements of fully released piezoelectric films
2022 Journal of Applied Physics article Materials Science Ferroelectric and Piezoelectric Materials

Tianning Liu, Pannawit Tipsawat, Wanlin Zhu, Thomas Nelson Jackson, Subramanian Sivaramakrishnan, Peter P. Mardilovich, +2 more

4

citations
X-ray reflectivity from micrometre-scaled surfaces using nanobeams
2025 Journal of Applied Crystallography article Materials Science X-ray Diffraction in Crystallography Open access

Vedran Vonk, Steffen Tober, Steven John Leake, Breno Rabelo Coutinho Saraiva, Lisa Randolph, Arti Dangwal Pandey, +3 more

1

citations
Coarse-grained physics-based modelling for tape casting of fuel-electrode supports in Solid Oxide Cells
2025 Journal of Power Sources article Materials Science Advancements in Solid Oxide Fuel Cells Open access

Tan Le Dinh, Mohammed Alabdali, Franco M. Zanotto, Hartmut Schlenz, Norbert Heribert Menzler, Olivier Guillon, +1 more

1

citations

16 results