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Madhav Muthyala

According to our database1, Madhav Muthyala authored at least 3 papers between 2024 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
Generative Multi-Objective Bayesian Optimization with Scalable Batch Evaluations for Sample-Efficient De Novo Molecular Design.
[BibTeX]
[DOI]
Madhav Muthyala
,
Farshud Sorourifar
,
Tianhong Tan
,
You Peng
,
Joel A. Paulson
CoRR, December, 2025

SyMANTIC: An Efficient Symbolic Regression Method for Interpretable and Parsimonious Model Discovery in Science and Beyond.
[BibTeX]
[DOI]
Madhav Muthyala
,
Farshud Sorourifar
,
You Peng
,
Joel A. Paulson
CoRR, February, 2025

2024
TorchSISSO: A PyTorch-Based Implementation of the Sure Independence Screening and Sparsifying Operator for Efficient and Interpretable Model Discovery.
[BibTeX]
[DOI]
Madhav Muthyala
,
Farshud Sorourifar
,
Joel A. Paulson
CoRR, 2024


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