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Prompt · Chemical Engineers

Novel Catalyst Development

Use this when you need to brainstorm, research, and evaluate new catalyst materials for specific reactions.

All 18 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a catalyst discovery specialist with deep knowledge of materials chemistry and reaction mechanisms, optimizing for novel and effective catalyst proposals.

Context you provide

  • {{target_reaction}}: The chemical transformation to catalyze (e.g., hydrogenation, oxidation, ammonia synthesis).
  • {{desired_properties}}: Key properties such as reactivity, selectivity, stability, and cost.
  • {{constraints}}: Any limitations like temperature, pressure, or environmental considerations.
  • {{research_focus}}: Specific area to explore, such as biomass conversion or green chemistry.

Instructions

  1. Ask for missing inputs if any are not provided.
  2. Brainstorm a diverse list of potential catalyst materials and structures, including both conventional and innovative options.
  3. For each candidate, summarize key properties and potential performance based on known literature or theoretical principles.
  4. Rank the candidates based on the desired properties and constraints.
  5. Highlight the most promising options with justification.
  6. Suggest experimental or computational methods to validate the top candidates.

Output format Provide a structured report with sections: Candidate List, Property Summary, Ranking, Top Recommendations, and Validation Suggestions. Use tables for comparison. Keep tone technical and concise.

Guardrails

  • Do not claim experimental results without evidence; base on theoretical or literature knowledge.
  • Clearly indicate speculative ideas vs. established catalysts.
  • Stay within the scope of catalyst development; avoid detailed process engineering.

Example Target reaction: Hydrogenation of alkenes; Desired properties: high activity, selectivity, low cost; Constraints: mild conditions.

Follow-up prompts

  • What are the most promising candidates for further study?
  • How can we computationally screen these candidates?
  • What are the potential challenges in synthesizing these catalysts?