Methods : We hypothesized that vascular endothelial growth factor (VEGF) patterns of diffusion can sufficiently explain SFNV, and we developed a computational model with Python 3.10 using a modified Diffusion Limited Aggregation (DLA) scheme, a fractal generative process based on particles undergoing ...
nodejs javascript python ipfs gan machinelearning generative diffusion colaboratory colaboratory-notebook Updated Apr 15, 2025 JavaScript steve-zeyu-zhang / MotionMamba Star 132 Code Issues Pull requests 🔥 [ECCV 2024] Motion Mamba: Efficient and Long Sequence Motion Generation computer-vision ge...
004 (2024-06-5) Phy-Diff Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis https://arxiv.org/pdf/2406.03002.pdf 005 (2024-06-5) Exploring Data Efficiency in Zero-Shot Learning with Diffusion Models https://arxiv.org/pdf/2406.02929.pdf 006 (2024-06-4) TSPDiffuser Diffusio...
The simulations are performed in Python for the 1D case and in Matlab for the 2D case. 1D case FBM trajectories of length T = N × Δt, where N corresponds to the total number of time steps and Δt to the discretisation time step, are generated for different values of the ...
The simulations are performed in Python for the 1D case and in Matlab for the 2D case. 1D case FBM trajectories of length T = N × Δt, where N corresponds to the total number of time steps and Δt to the discretisation time step, are generated for different values of the ...
In our study, we implemented a Monte-Carlo MRI simulation code in Python following the same routines of previous protocols22,23, which was built using Matlab. Simulation principles in these works were originally based on descriptions detailed in46. The previous implementations were performed to ...
All analyses were performed in Python (v ≥ 3.7) within a Conda environment using Biopython, NumPy, Pandas, SciPy, Scikit-learn, Matplotlib, and Seaborn. 2.3. Molecular dynamics simulation of Keap1/Peptide complexes To investigate the dynamic behavior and stability of the Keap1/peptide complexes,...
To generate images (3), we use an application programming interface (API) to Stability AI's diffusers library,1 which is provided by a Python package.2 The package offers several special operators in text prompts to direct the attention of the diffusion process. For example, parentheses "(" ...
Structure calculations were set up with automated Python scripts using CS-Rosetta67,68. We first used TALOS-N to determine psi and phi dihedral angles, and we used protein design sequences and assigned chemical shift values to pick fragments of amino acid lengths 3 and 9. We then used the ...
The data analysis and validation processes were performed in the Python programming language. 3. Results The entire dendritic structure can be optimally visualized by analyzing the evolution of the 3D binary mask extracted from MR images of the battery. The images in Figure 3a show the growth of...