Search Results for author: Alisina Bayati

Found 2 papers, 0 papers with code

Sparse Linear Regression with Constraints: A Flexible Entropy-based Framework

no code implementations14 Nov 2023 Amber Srivastava, Alisina Bayati, Srinivasa Salapaka

We demonstrate the efficacy and flexibility of our proposed approach in incorporating a variety of practical constraints, that are otherwise difficult to model using the existing benchmark methods.

regression

Towards Efficient Modularity in Industrial Drying: A Combinatorial Optimization Viewpoint

no code implementations5 Oct 2022 Alisina Bayati, Amber Srivastava, Amir Malvandi, Hao Feng, Srinivasa Salapaka

The industrial drying process consumes approximately 12% of the total energy used in manufacturing, with the potential for a 40% reduction in energy usage through improved process controls and the development of new drying technologies.

Combinatorial Optimization Total Energy

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