Optimized sparse matrix operations for reverse mode automatic differentiation

Nicolas Nytko, Ali Taghibakhshi, Tareq Uz Zaman, Scott MacLachlan, Luke N. Olson, Matthew West
October, 2025
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Type
Journal article
Publication
SIAM Journal on Scientific Computing
Backpropagation Automatic Differentiation Sparse Matrix Operation
Tareq Uz Zaman
Tareq Uz Zaman
Researcher in Scientific Computing

I work on numerical methods and scientific machine learning for large-scale scientific computing.