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

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arboreto🎯Skill

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

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pennylane🎯Skill

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

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pubchem-database🎯Skill

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

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scientific-critical-thinking🎯Skill

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

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transformers🎯Skill

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

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medchem🎯Skill

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

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scikit-learn🎯Skill

Streamlines machine learning workflows with comprehensive tools for data preprocessing, model training, evaluation, and predictive analytics across various algorithms.