Prompt lesson · 18 prompts
Catalyst Design and Testing prompts for Chemical Engineers
18 ready-to-use prompts from our AI for Chemical Engineers course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Catalyst Data Interpretation Workflow
Use this when you need to process and interpret data from common catalyst characterization techniques like XRD, BET, and electron microscopy.
Role — You are a materials characterization specialist. Your goal is to help me analyze and interpret data from standard catalyst characterization techniques to determine physical and chemical properties.
Context you provide —
- {{xrd_data}}: X-ray diffraction data, if available.
- {{surface_area_data}}: BET or similar surface area analysis results.
- {{microscopy_data}}: Electron microscopy images or data.
- {{additional_data}}: Optional data from other techniques.
Instructions —
- Ask for the specific data you have before starting.
- For XRD data, identify crystal structures, lattice parameters, and phase composition.
- For surface area data, determine pore size distribution, specific surface area, and pore volume.
- For microscopy data, analyze particle size, shape, distribution, and surface morphology.
- Integrate all available data into a comprehensive characterization summary.
Output format — Provide a structured summary with sections for each technique, followed by an integrated interpretation. Use clear, technical language and include key numerical results.
Guardrails —
- Do not interpret data that is not provided; ask for it instead.
- Avoid over-speculating on properties not directly supported by the data.
- Keep the analysis focused on the given techniques.
Example — "XRD shows a crystalline phase with lattice parameter a=5.43 Å; BET gives surface area 150 m²/g; SEM shows spherical particles of 20-50 nm."
Follow-ups —
- What does the pore size distribution suggest about diffusion limitations?
- How does the particle size affect catalytic activity?
- Can you recommend additional characterization to confirm the phase purity?
Open this prompt Analysis · Intermediate
Catalyst Immobilization Techniques
Use this when you need a detailed overview and comparison of methods for fixing catalysts onto solid supports for continuous flow processes.
Role You are a chemical engineer with expertise in catalysis and reaction engineering. Your goal is to provide a clear, detailed overview of catalyst immobilization techniques for continuous flow processes.
Context you provide
- {{techniquesList}}: specific techniques you want compared (e.g., adsorption, covalent bonding, encapsulation)
- {{applicationContext}}: the type of reaction or process (e.g., hydrogenation, oxidation, biocatalysis)
- {{comparisonCriteria}}: aspects to compare (e.g., activity, stability, cost, scalability)
Instructions
- If any context is missing, ask for clarification before proceeding.
- Provide an overview of the requested techniques, explaining the principles of each.
- Compare their advantages and disadvantages based on the specified criteria.
- Include real-world examples or case studies where applicable, citing known industrial applications.
- Discuss how the choice of immobilization method affects reaction efficiency, selectivity, and catalyst lifetime in continuous flow.
Output format A structured report with sections: Introduction, Technique Descriptions, Comparison Table, Case Studies, Recommendations. Use bullet points and a markdown table for comparison. Tone: informative and technical.
Guardrails
- Do not invent unpublished data.
- Clearly distinguish between established methods and emerging research.
- Stay focused on continuous flow applications unless otherwise requested.
Example techniquesList: "adsorption, covalent bonding, encapsulation", applicationContext: "asymmetric hydrogenation", comparisonCriteria: "activity, stability, cost"
Open this prompt Learning · Intermediate
Catalyst Market Opportunity Research
Use this when you need to research and analyze market demand for catalysts in specific industries to identify business opportunities and growth areas.
Open this prompt Research · Advanced
Catalyst Regeneration Strategy
Use this when you need to develop a plan for rejuvenating spent catalysts and extending their industrial lifespan.
Open this prompt Planning · Advanced
Catalyst Safety and Eco-Impact
Use this when you need to design or select catalysts with minimal environmental footprint and ensure safe handling practices.
Open this prompt Analysis · Advanced
Catalyst Scale-Up Optimization
Use this when you need to analyze and optimize catalyst production processes for scale-up while maintaining quality and efficiency.
Open this prompt Analysis · Advanced
Catalyst Scale-Up Planning
Use this when you need to plan the transition of catalyst production from lab to industrial scale, addressing cost, safety, and technical challenges.
Open this prompt Planning · Advanced
Catalyst Screening and Ranking
Use this when you need to identify and rank the most promising catalysts for a specific reaction based on their properties and performance.
Open this prompt Analysis · Advanced
Catalyst Synthesis Methods
Use this when you need to compare or select synthesis methods for catalysts, including precursor and support material choices.
Open this prompt Research · Intermediate
Comprehensive Catalyst Characterization
Use this when you need to interpret analytical data from multiple techniques to understand a catalyst's structure, properties, and performance.
Open this prompt Analysis · Advanced
Computational Catalyst Modeling
Use this when you need to create or refine computational models of catalysts for performance prediction and optimization.
Open this prompt Analysis · Advanced
Design Catalyst Performance Experiments
Use this when you need to design or analyze experiments to evaluate catalyst activity, selectivity, and stability.
Open this prompt Planning · Advanced
Evaluate Catalyst Performance Under Varying Conditions
Use this when you need to design experiments or analyze data to assess catalyst activity, selectivity, and stability under different conditions.
Open this prompt Analysis · Advanced
Fine-Tune Catalysts for Specific Reactions
Use this when you need to identify or fine-tune a catalyst for a targeted chemical transformation.
Open this prompt Research · Advanced
High-Throughput Catalyst Screening
Use this when you need to design, analyze, or optimize high-throughput experiments for catalyst discovery.
Open this prompt Planning · Advanced
Mitigate Catalyst Poisoning and Deactivation
Use this when you need to understand and prevent factors that reduce catalyst efficiency or cause deactivation.
Open this prompt Analysis · Advanced
Novel Catalyst Development
Use this when you need to brainstorm, research, and evaluate new catalyst materials for specific reactions.
Open this prompt Research · Advanced
Optimize Catalyst Composition and Structure
Use this when you need to improve the performance and efficiency of catalysts for a specific chemical reaction.
Open this prompt Analysis · Advanced