1000+ Example Prompts
You know the physics. You know the math. You just don't want to learn SymPy, NumPy, or PyTorch APIs.
Browse natural language prompts organized by discipline. Just describe what you want—the system handles the implementation.
Available Collections
| Domain | Topics | Examples |
|---|---|---|
| Physics | Mechanics, E&M, Quantum, Relativity, Fluids, Astrophysics | ~130 |
| Chemistry | Quantum Chem, MD, Kinetics, Spectroscopy, Biochemistry | ~100 |
| Mathematics | Calculus, Linear Algebra, PDEs, Number Theory, Optimization | ~130 |
| Machine Learning | Transformers, Vision, Generative Models, RL, GNNs | ~130 |
| Engineering | Structural, Electrical, Control Systems, Robotics | ~120 |
| Biology | Systems Bio, Genomics, Neuroscience, Epidemiology | ~120 |
| Finance | Options, Portfolio, Risk, Algo Trading, Econometrics | ~130 |
| Data Science | Statistics, Clustering, NLP, A/B Testing, Causal Inference | ~130 |
How to Use
- Find your domain in the table above
- Browse examples for prompts similar to your task
- Copy and modify for your specific needs
- The AI handles all implementation details
Example Workflow
You want to: Simulate quantum tunneling
You find in Physics → Quantum Mechanics:
Simulate quantum tunneling through a rectangular barrier - what's the transmission probability?
You ask exactly that. The system:
- Creates the potential barrier
- Initializes a Gaussian wavepacket
- Runs the Schrödinger equation solver
- Computes transmission/reflection coefficients
- Visualizes the probability density evolution
No need to know about numpy.fft, split-step Fourier methods, or CuPy GPU arrays.