API design for machine learning software: experiences from the scikit-learn project

• ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data

  2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent

  4

  citations
• nrt: operational monitoring of satellite image time-series in Python

  2024 The Journal of Open Source Software article Environmental Science Remote Sensing in Agriculture Open access

  4

  citations
• Fast model-free standardization and integration of single-cell transcriptomics data

  2023 Research Square preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  0

  citations
• Fast model-free standardization and integration of single-cell transcriptomics data

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  0

  citations
• Metadata Repositories

  2022 Cognitive technologies book-chapter Computer Science Research Data Management Practices Open access

  0

  citations
• Sparsely constrained neural networks for model discovery of PDEs

  2020 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

  7

  citations
• Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation

  2020 PLoS ONE article Medicine Lipoproteins and Cardiovascular Health Open access

  45

  citations
• Applying Machine Learning to Automate Calibration for Model Predictive Control of Building Energy Systems

  2020 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access

  3

  citations

8 results