Non-linear systems
Combinatorial optimization
Efficiently solve complex problems like Max-Cut, Knapsack, and Satisfiability that are traditionally NP-hard for classical machines.
Use cases / Science
Unlocking patterns in the chaos
For researchers across the physical and life sciences, Quip Network is a decentralized laboratory for combinatorial optimization, stochastic modeling, and molecular discovery — powered by the world's most advanced hardware architectures.
How quantum helps
Scientific applications
Wiener processes
Stochastic modeling
Identify patterns within chaotic data and avalanche effects, surfacing new insights into complex systems.
Cluster analysis
Data labeling & compression
Optimize your data labeling for maximum expressivity and compression, streamlining the path to analysis.
Molecular science
Discovery simulations
Run high-fidelity material and chemical simulations to predict molecular properties and reaction outcomes — the groundwork for drug discovery and novel materials.
Access
Research-grade infrastructure
No institutional hardware grant, no long-term lease, no waiting in a queue behind someone else's allocation. Bid for the compute you need and verify every result.
- Verified results
- Every block on the Quip Network is a Proof of Useful Work, so scientific computations are verified by the network's consensus mechanism.
- Benchmark versatility
- Compare algorithm performance across D-Wave's Advantage systems alongside IonQ, IBM, and other emerging quantum logic-gate architectures in real time.
- Open-source ethos
- Contribute to and benefit from a global library of scientific solvers, where developers are rewarded for publishing their breakthroughs.
- Spot access
- Bid for compute credits to run large-scale simulations without the need for institutional hardware grants or long-term leases.
Run an experiment on Quip Network
Bring an optimization problem, a model, or a simulation. We'll help you match it to a processor and verify what comes back.
Get Involved
Whether you’re a developer, infrastructure provider, or protocol foundation, we would love to learn more about your needs in the time of quantum supremacy and work together to ensure the seamless transition to a world with quantum computers.