- GemNet: Universal Directional Graph Neural Networks for Molecules
We demonstrate the benefits of the proposed changes in multiple ablation studies GemNet outperforms previous models on the COLL, MD17, and OC20 datasets by 34%, 41%, and 20%, respectively, and performs especially well on the most challenging molecules Our implementation is available online
- GEMnet Automotive Connectors | TE Connectivity
The TE Connectivity (TE) GEMnet connector family is designed for multigigabit Ethernet and SerDes applications, supporting 15GHz and up to 25Gbps
- GitHub - TUM-DAML gemnet_pytorch: GemNet model in PyTorch, as proposed . . .
Reference implementation in PyTorch of the geometric message passing neural network (GemNet) You can find its original TensorFlow 2 implementation in another repository
- Gemnet – Primary backbone network provider in Mongolia
Gemnet LLC is established in August 2008 to operate in the field of international and local information and communication networks and is the FIRST NATIONAL INFORMATION COMMUNICATION NETWORK OF MONGOLIA
- 论文笔记37|GemNet Universal Directional Graph Neural Networks for Molecules . . .
基于这些变化，我们开发了高精度且样本高效的几何消息传递神经网络（GemNet）。 我们还表明，使用预定的缩放因子稳定 GemNet 激活的方差可以比常规归一化层产生显着的改进。
- Gemnet – 图神经网络公社
GemNet专门设计用于精准预测分子之间的相互作用，相比之前广泛使用的DimeNet，GemNet通过引入几何二面角信息，使其能够更好的捕捉原子之间复杂的空间关系，考虑它们的位置和类型。
- GemNet: Universal Directional Graph Neural Networks for Molecules
We demonstrate the benefits of the proposed changes in multiple ablation studies GemNet outperforms pre-vious models on the COLL, MD17, and OC20 datasets by 34 %, 41 %, and 20 %, respectively, and performs especially well on the most challenging molecules Our implementation is available online
- GemNet | Proceedings of the 35th International Conference on Neural . . .
We demonstrate the benefits of the proposed changes in multiple ablation studies GemNet outperforms previous models on the COLL, MD17, and OC20 datasets by 34%, 41%, and 20%, respectively, and performs especially well on the most challenging molecules Our implementation is available online
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