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cond-mat.mtrl-sci2026
MEIDNet: Multimodal generative AI framework for inverse materials design
Anand Babu, Rogério Almeida Gouvêa, Pierre Vandergheynst +1
In this work, we present Multimodal Equivariant Inverse Design Network (MEIDNet), a framework that jointly learns structural information and materials properties through contrastiv…
cond-mat.mtrl-sci2024
SciQu: Accelerating Materials Properties Prediction with Automated Literature Mining for Self-Driving Laboratories
Anand Babu
Assessing different material properties to predict specific attributes, such as band gap, resistivity, young modulus, work function, and refractive index, is a fundamental requirem…