Search Results for author: Denis Akhiyarov

Found 3 papers, 1 papers with code

STRIDE: Structure-guided Generation for Inverse Design of Molecules

no code implementations6 Nov 2023 Shehtab Zaman, Denis Akhiyarov, Mauricio Araya-Polo, Kenneth Chiu

Machine learning and especially deep learning has had an increasing impact on molecule and materials design.

Drug Discovery

ParticleGrid: Enabling Deep Learning using 3D Representation of Materials

1 code implementation15 Nov 2022 Shehtab Zaman, Ethan Ferguson, Cecile Pereira, Denis Akhiyarov, Mauricio Araya-Polo, Kenneth Chiu

We propose $\textit{ParticleGrid}$, a SIMD-optimized library for 3D structures, that is designed for deep learning applications and to seamlessly integrate with deep learning frameworks.

Property Prediction

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