no code implementations • 3 Dec 2023 • Huanyi Qin, Denis Akhiyarov, Sophie Loehle, Kenneth Chiu, Mauricio Araya-Polo
The proposed models are trained with a proprietary antioxidant dataset.
no code implementations • 6 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.
1 code implementation • 15 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.