Search Results for author: Andrey Shor

Found 3 papers, 1 papers with code

Neural Operator: Is data all you need to model the world? An insight into the impact of Physics Informed Machine Learning

no code implementations30 Jan 2023 Hrishikesh Viswanath, Md Ashiqur Rahman, Abhijeet Vyas, Andrey Shor, Beatriz Medeiros, Stephanie Hernandez, Suhas Eswarappa Prameela, Aniket Bera

This article aims to provide a comprehensive insight into how data-driven approaches can complement conventional techniques to solve engineering and physics problems, while also noting some of the major pitfalls of machine learning-based approaches.

Operator learning Physics-informed machine learning

Quantifying Human Bias and Knowledge to guide ML models during Training

no code implementations19 Nov 2022 Hrishikesh Viswanath, Andrey Shor, Yoshimasa Kitaguchi

We introduce an experimental approach to dealing with such unbalanced datasets by including humans in the training process.

Binary Classification Data Augmentation

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