IEEE

HighMPNN: A Graph Neural Network Approach for Structure-Constrained Cyclic Peptide Sequence Design

Abstract: Cyclic peptides become attractive therapeutic candidates due to their diverse biological activities. However, existing deep learning-based sequence design models, such as ProteinMPNN, are ...
GitHub

City2Graph: GeoAI with Graph Neural Networks (GNNs) and Spatial Network Analysis

This installs the core functionality without PyTorch and PyTorch Geometric. To use PyTorch and PyTorch Geometric with City2Graph installed from conda-forge, you need to manually add these libraries to ...
Frontiers

Mesotrione alters the structure of network interactions between soil microbes and affects C and N cycling functions

Mesotrione is an inhibitor of 4-hydroxyphenylpyruvate dioxygenase (HPPD) and functions as a herbicide. It is characterized as a highly effective, low-toxicity and broad-spectrum selective herbicide, ...
IEEE

CANet: A Spatial Structure Constraint and Local Semantic Awareness Based Network for Weakly Supervised Building Extraction

Abstract: Benefitting from the easy availability of image-level labels, weakly supervised semantic segmentation (WSSS) methods based on class activation maps (CAMs) have made significant progress in ...
GitHub

ApexToon - Token-Oriented Object Notation for Salesforce

ApexToon is a Salesforce Apex port of the JToon library, enabling bidirectional conversion between Apex objects/JSON and TOON (Token-Oriented Object Notation) format for efficient AI interactions.