Negin Sobhani
Employers on the program
- 2023–2025National Center for Atmospheric Research (NCAR)3 talks
Appearances by year
- SciPy Conference (Scientific Computing with Python)
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Jul 7, 2025 | SciPy 2025 | SciPy Conference (Scientific Computing with Python) | tutorial | Hierarchical Data Analysis with Xarray DataTree & Zarr as National Center for Atmospheric Research (NCAR) Xarray provides data structures for multi-dimensional labeled arrays and a toolkit for scalable data analysis on large, complex datasets. Many real-world…Show lessXarray provides data structures for multi-dimensional labeled arrays and a toolkit for scalable data analysis on large, complex datasets. Many real-world datasets often have hierarchical or heterogeneous structure, and are best organized through groups of related data arrays. | |
| Jul 7, 2025 | SciPy 2025 | SciPy Conference (Scientific Computing with Python) | speaker | Scaling AI/ML Workflows on HPC for Geoscientific Applications. as National Center for Atmospheric Research (NCAR) Scaling artificial intelligence (AI) and machine learning (ML) workflows on high-performance computing (HPC) systems presents unique challenges, particularly as…Show lessScaling artificial intelligence (AI) and machine learning (ML) workflows on high-performance computing (HPC) systems presents unique challenges, particularly as models become more complex and data-intensive. This study explores strategies to optimize AI/ML workflows for enhanced performance and resource utilization on HPC platforms. We investigate advanced parallelization techniques, such as... | |
| Jul 8, 2024 | SciPy 2024 | SciPy Conference (Scientific Computing with Python) | tutorial | Xarray: Friendly, Interactive, and Scalable Scientific Data AnalysisXarray provides data structures for multi-dimensional labeled arrays and a toolkit for scalable data analysis on large, complex datasets with many related…Show lessXarray provides data structures for multi-dimensional labeled arrays and a toolkit for scalable data analysis on large, complex datasets with many related variables. Xarray combines the convenience of labeled data structures inspired by Pandas with NumPy-like multi-dimensional arrays to provide an intuitive and scalable interface for scientific analysis. | |
| Jul 10, 2023 | SciPy 2023 | SciPy Conference (Scientific Computing with Python) | tutorial | Xarray: Friendly, Interactive, and Scalable Scientific Data Analysis as National Center for Atmospheric Research (NCAR) Xarray provides data structures for multi-dimensional labeled arrays and a toolkit for scalable data analysis on large, complex datasets with many related…Show lessXarray provides data structures for multi-dimensional labeled arrays and a toolkit for scalable data analysis on large, complex datasets with many related variables. Xarray combines the convenience of labeled data structures inspired by Pandas with NumPy-like multi-dimensional arrays to provide an intuitive and scalable interface for scientific analysis. |
Frequent co-speakers
| Speaker | Shared events | Shared talks | Last together |
|---|---|---|---|
| Scott Henderson | 3 | 3 | 2025 |
| Tom Nicholas | 3 | 3 | 2025 |
| Alex Monahan | 3 | — | 2025 |
| Ana Comesana | 3 | — | 2025 |
| Bane Sullivan | 3 | — | 2025 |
| Brigitta Sipőcz | 3 | — | 2025 |
| C.A.M. Gerlach | 3 | — | 2025 |
| Guen Prawiroatmodjo | 3 | — | 2025 |
| Henry Fredrick Schreiner III | 3 | — | 2025 |
| Jon Mease | 3 | — | 2025 |
| Juanita Gomez | 3 | — | 2025 |
| Leo Fang | 3 | — | 2025 |
| Madicken | 3 | — | 2025 |
| Naty Clementi | 3 | — | 2025 |
| Sarah Kaiser | 3 | — | 2025 |
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.