no code implementations • 18 Mar 2024 • Tatsunori Taniai, Ryo Igarashi, Yuta Suzuki, Naoya Chiba, Kotaro Saito, Yoshitaka Ushiku, Kanta Ono
Predicting physical properties of materials from their crystal structures is a fundamental problem in materials science.
1 code implementation • 8 Dec 2022 • Naoya Chiba, Yuta Suzuki, Tatsunori Taniai, Ryo Igarashi, Yoshitaka Ushiku, Kotaro Saito, Kanta Ono
We propose neural structure fields (NeSF) as an accurate and practical approach for representing crystal structures using neural networks.
