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Problem-first hybrid computing for domain researchers: how to tell if your problem fits, how to model it, and how to benchmark it honestly.

Getting started
What the Alliance is for, how bottlenecks, benchmarks and sessions fit together, and how to write a problem others can help with.
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- How the Alliance works4 min
- Write a bottleneck people can help with5 min
Is my problem a fit?
The three problem shapes that come up most often, what today’s quantum and hybrid solvers are good at, and when a classical solver is still the right call.
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- Optimization, simulation and sampling6 min
- When classical is still the right answer5 min
From domain to model
Decision variables, constraints and objectives, explained with examples from chemistry, finance and logistics.
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- Variables, constraints and objectives7 min
Running it on Super
What Super does with your problem statement, which solvers it can use, and how to read the result.
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- From a plain-English problem to a validated answer5 min
Benchmarking honestly
Fair baselines, what to measure, and how to share a benchmark without exposing your data.
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- Fair baselines and reproducible runs6 min
Funding your compute
How to describe hybrid compute in a proposal budget and methods section for NSF, NIH, NSERC or Horizon Europe.
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- Writing compute into a grant5 min
Your on-chain research identity
What lives on the Nera blockchain, what stays in your browser, and why it matters for credit.
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- Your .sra name and research wallet5 min
- Badges, timestamps and attestations4 min

Getting started