Contact
The best conversations begin with a concrete bottleneck: what the instrument acquires, what's failing today, and what outcome matters. NeuralSoftX returns with a feasibility read and, where it fits, a scoped proposal.
Primary contact
Email is the fastest path. Used for new project enquiries, collaboration discussions, and technical conversations about a specific microscopy workflow.
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A useful first message
How engagements usually work
A 20–30-minute call to confirm the workflow problem is in scope and identify the data characteristics that matter.
A written assessment of whether the problem is solvable, which machinery fits, and what level of effort the first milestone looks like.
If the feasibility read is positive, a proposal with milestones, deliverables, and pricing. Engagements are structured around client milestones with clear written reporting at each step.
Algorithm, ONNX-packaged tool, workflow integration, or custom model — depending on what was agreed. The engagement ends when the workflow runs at the client's site.
Typical enquiry types
Time-series SEM, STEM, or TEM data that changes too much during acquisition for standard rigid alignment.
Projection restoration, alignment, and compensation work before reconstruction quality degrades.
Low-dose image enhancement, particle or fibre analysis, and quantitative microscopy support workflows.
Projects where experimental labels are scarce and MULTEM-generated synthetic data creates the training leverage.