Author

Subashree Venkatasubramanian

Observed name: Venkatasubramanian, Subashree

Institutions: U.S. National Science Foundation, Lawrence Berkeley National Laboratory, Columbia University, Stanford University

Observed institutions: U.S. National Science Foundation, Lawrence Berkeley National Laboratory, Columbia University, Stanford University

ORCID: 0009-0007-9169-6814

Observed ORCID: 0009-0007-9169-6814

OpenAlex ID: A5133177198

Machine learning workflows in climate modelling: design patterns and insights from case studies

2026 · Tian Zheng, Subashree Venkatasubramanian, et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 1

Understanding Perturbed Parameter Ensemble Sensitivities Using A Contrastive Learning Approach

2026 · Fan, Da, Gagne, David John, II, et al. · arXiv (Cornell University)

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TWIG: A Time-Causal Wavelet Operator for Autoregressive Forecasting on Irregular Graphs

2026 · Venkatasubramanian, Subashree, Barajas-Solano, David A., et al. · arXiv (Cornell University)

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Supplement-Climate-Data-Science-Workflow from Machine Learning Workflows in Climate Modeling: Design Patterns and Insights from Case Studies

2026 · Zheng, Tian, Venkatasubramanian, Subashree, et al. · Figshare

Supplementary material from "Machine Learning Workflows in Climate Modeling: Design Patterns and Insights from Case Studies"

2026 · Zheng, Tian, Venkatasubramanian, Subashree, et al. · Figshare

Title Pending

2026 · Zhewen Hou, Jiajin Sun, et al. · ARC Geophysical Research

Works count: 6

Citation count: 1

H-index: 1

I10-index: