Apr 11, 2024 · In this work, we propose DiffLinker, an E (3)-equivariant three-dimensional conditional diffusion model for molecular linker design. Given a set of disconnected fragments, …

Dec 17, 2024 · In this paper, we introduce the 3D Medical Diffusion (3D MedDiffusion) model for controllable, high-quality 3D medical image generation. 3D MedDiffusion incorporates a novel, …

Jan 2, 2025 · In this work, we propose MOFFUSION, a multi-modal conditional diffusion model that generates MOFs with careful attention to the three-dimensional (3D) shape of the pore …

First, we need to train the three-dimensional VQ-GAN model. To do so in the BraTS dataset, you can run the following command: Note that you need to provide the path to the dataset (e.g. …

The diffusion tensor (DT) describes the diffusion of water molecules using a Gaussian model. Technically, it is proportional to the covariance matrix of a three-dimensional Gaussian …

Recent advancements in the ability to construct three-dimensional (3D) tissues and organoids from stem cells and biomaterials have not only opened abundant new research avenues in …

Aug 15, 2022 · Diffusion models are important in tissue engineering as they enable an understanding of gas, nutrient, and signaling molecule delivery to cells in cell cultures and …

Aug 1, 2023 · This work proposes a new three-dimensional inverse identification diffusion method based on extracting the diffusion parameters from each direction in hygromorph composites …

Dec 9, 2024 · We formulate SBDD as a three-dimensional conditional generation problem and present DiffSBDD, an SE(3)-equivariant diffusion model that generates novel ligands …

Jan 9, 2019 · This work is concerned with the investigation of a novel unconditionally positivity preserving finite difference (FD) scheme to be used for the solution of three dimensional …