Emerging research direction
An exploration of where quantum approaches could be worth investigating, and what evidence would make that investigation useful.
Manas Labs is exploring quantum computing as a potential future research direction. Our interest is in applications and evaluation: identifying a meaningful problem, understanding the available approaches and defining a fair way to compare them.
This extends the question-led approach behind our research and feasibility work. The starting point is an uncertainty worth resolving, followed by the specialist expertise and resources a credible investigation would require.
We are at the stage of shaping questions and possible proposals. There is no developed quantum product or experimental result being presented here.
Discuss a research collaboration ↗Questions before commitments
A focused investigation needs more than a promising algorithm. It needs a relevant task, a credible comparison and a result someone can use.
Identify a computational task with clear constraints and a reason to investigate alternatives. Scheduling and resource allocation are the likely starting points, once a specific problem and the right research input are in place.
Establish an appropriate classical baseline before selecting a quantum or hybrid approach. Compare the same task, instance sizes and acceptance criteria, including the work required to prepare and interpret the computation.
Define the observations that would support further work, expose a limitation or justify stopping. Keep simulation findings, hardware observations and assumptions about future systems separate.
Illustrative study concept
One possible starting point would be a small scheduling or resource-allocation problem: a defined set of tasks, limited resources and explicit constraints. This illustrates how we would scope such a study. No project has been selected or run.
The first step would be to document the problem and test appropriate classical methods. Only then would we assess whether a quantum formulation is technically meaningful and whether a small simulation-based experiment would answer a useful question.
A comparison would need to account for solution quality, constraint satisfaction, runtime and resource requirements. Any later hardware experiment would depend on a suitable platform, access, expertise and an agreed experimental design.
The question is not simply whether a problem can be encoded for a quantum method. It is whether investigating that method can produce evidence that changes a practical research decision.
Proposed approach
The sequence below is a proposed research pathway. These stages are not presented as completed milestones.
A study would deliver a problem brief, a literature review, a benchmark specification and a documented experiment plan. If experiments proceed, the record should include code and configuration where shareable, results and failure cases, the conditions of the comparison and an explanation of remaining uncertainty.
A quantum circuit simulated on classical hardware is not a quantum hardware experiment. A useful simulation result would not, by itself, establish a practical quantum advantage. Likewise, a quantum-inspired method running on classical hardware should be described as such.
Research development
We are shaping this direction with future research funding applications in mind. A proposal would need a specific research question, a justified contribution, appropriate technical expertise, a realistic work plan and a clear account of resources and risks.
We welcome conversations with researchers and domain specialists who can help define a worthwhile problem or assess a possible method. An academic or industry collaboration would need agreed roles, data and intellectual-property arrangements, and access to the required facilities.
No grant award, institutional endorsement or confirmed research partnership is being announced. The aim at this stage is to develop a sound basis for a potential study.
Explore a possible collaborationContext and further reading
The National Quantum Computing Centre’s Quantum Computing Use Case Compendium provides examples of application research across different sectors. These are external projects, not Manas Labs work.
The research paper What is a good use case for quantum computers? examines a structured approach to identifying problems, translating them into quantum formulations and benchmarking against classical solutions. It provides useful context for asking what a comparison needs to demonstrate.
Our broader approach is described in how we work. For the current status of other internal concepts, see our research portfolio.
Exploration and proposal planning. This page describes questions and a possible research approach. It does not announce a developed quantum system, completed experiments or validated results.
No. Any advantage would need to be established for a defined task against appropriate classical methods, with the comparison conditions and resource costs made clear. A useful study could conclude that a classical approach is the better choice.
No funding award is claimed on this page. We are shaping an exploratory direction with future research funding applications in mind. Eligibility, scope, resources and delivery arrangements would need to be established for a specific opportunity.
Researchers, domain specialists and organisations with a well-defined computational problem who are interested in discussing a possible collaboration. Any partnership or project would be agreed separately.
A considered next step
Tell us the task, the material available and the decision you need to make. We will discuss whether a focused investigation is the right next step.
Discuss your question hi@manaslabs.co.uk