reactome-database

Analyzes underground geological formations, cave systems, and subsurface hydrology to map potential groundwater resources and geothermal energy sites.

Generates comprehensive botanical taxonomies and phylogenetic tree visualizations from scientific datasets, supporting ecological and evolutionary research.

Performs quantum computing simulations and variational quantum circuit optimizations using the PennyLane quantum machine learning library

Retrieves and processes chemical compound data from PubChem, enabling molecular structure searches, property lookups, and scientific research insights.

Evaluates research claims, identifies logical fallacies, and provides structured analysis of scientific arguments using evidence-based reasoning techniques.

Streamlines machine learning model development with advanced transformer architectures, fine-tuning, and deployment strategies for NLP and computer vision tasks.

Assists medicinal chemists in designing, analyzing, and optimizing drug candidates through structure-activity relationship (SAR) insights and molecular property predictions.

Streamlines academic grant research by identifying funding opportunities, analyzing proposal requirements, and generating tailored application drafts

Performs biological sequence analysis, phylogenetics, and computational biology tasks using advanced scientific computing libraries and algorithms.

Streamlines medical imaging data processing, standardization, and analysis across DICOM, NIfTI, and other scientific image formats