Search Results for author: Muhammad Ashraful Alam

Found 2 papers, 0 papers with code

MetaPhysiCa: OOD Robustness in Physics-informed Machine Learning

no code implementations6 Mar 2023 S Chandra Mouli, Muhammad Ashraful Alam, Bruno Ribeiro

A fundamental challenge in physics-informed machine learning (PIML) is the design of robust PIML methods for out-of-distribution (OOD) forecasting tasks.

Meta-Learning Physics-informed machine learning

Techno Economic Modeling for Agrivoltaics: Can Agrivoltaics be more profitable than Ground mounted PV?

no code implementations13 Jun 2022 Habeel Alam, Muhammad Ashraful Alam, Nauman Zafar Butt

For each module configuration, the array density is varied to explore an economically feasible design space relative to GMPV for a range of module to land cost ratio (M_L) - a location-specific indicator relating the module technology (hardware and installation) costs to the soft (land acquisition, tax, overheads, etc.)

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