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title: README
emoji: βοΈ
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# βοΈ Agentic Quantum & Hardware Systems
**Autonomous AI agents that design, optimize and verify quantum circuits and hardware.**
*A non-profit, open-science initiative at the intersection of agentic AI, quantum computing and hardware design.*
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## π§ Mission
Designing quantum circuits and digital/analog hardware is still a slow, expert-driven, trial-and-error process. We believe **AI agents** β systems that can plan, use tools, run simulations and learn from feedback β can make this process faster, more reliable and more accessible.
Our goal is to build **open models, datasets and tools** that let agents work alongside researchers and engineers across the full design loop:
> **Specify β Generate β Simulate β Verify β Optimize**
## π¬ Focus Areas
| Area | What we work on |
|---|---|
| π§ **Agentic Circuit Design** | LLM-based agents that turn natural-language specs into quantum circuits (Qiskit, Cirq, PennyLane) and HDL (Verilog / VHDL) |
| β‘ **Quantum Circuit Optimization** | Gate-count and depth reduction, transpilation and hardware-aware routing guided by agents |
| π **Simulation-in-the-Loop** | Agents that call simulators and EDA tools, read the results and iterate on their own designs |
| β
**Verification & Testing** | Automated testbench generation, equivalence checking and error analysis |
| π‘οΈ **Noise & Error Mitigation** | Learning-based approaches for noisy intermediate-scale quantum (NISQ) hardware |
| π **Benchmarks & Datasets** | Open datasets and evaluation suites for circuit and hardware design tasks |
## π¦ What You'll Find Here
- π€ **Models** β fine-tuned models for circuit generation, optimization and code synthesis
- π **Datasets** β curated circuit / HDL corpora, specβdesign pairs and benchmark tasks
- π **Spaces** β interactive demos where you can try our agents in the browser
> π§ *We're just getting started β first releases are on the way. Follow the organization to get notified.*
## π€ Get Involved
We welcome researchers, students and engineers from quantum computing, hardware design and AI.
- π¬ Join the conversation in the [Community tab](https://huggingface.co/spaces/agentic-circuits/README/discussions)
- π Follow our work on GitHub: [@Melihakbulut221](https://github.com/Melihakbulut221)
- β Follow this organization on Hugging Face for new models, datasets and Spaces
Ideas, collaborations and contributions are always welcome β open a discussion and say hi!
## π Open Science
As a non-profit, we are committed to openness. Unless stated otherwise, our releases are shared under permissive open-source licenses so the community can freely use, study and build on them. Please check each repository's model/dataset card for its specific license.
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*Building the future of hardware, one agent at a time.* βοΈπ€π§