---
title: Scientific & numerical computing | SpinForge
url: https://spin-forge.com/solutions/scientific-computing
description: Solve, transform, reconstruct and assimilate using the mathematical method that fits the operator and accepted accuracy.
---

SOLUTIONS / FORGE15 [The full offering](https://spin-forge.com/platform)

# Larger problems.
Explicit tolerances.

Solve, transform, reconstruct and assimilate using the mathematical method that fits the operator and accepted accuracy.

[Discuss this workload](https://spin-forge.com/contact?product=solution-scientific-computing)

START WITH THE METHOD

## The tools.
For this work.

[NUMERICAL COMPUTING

### krylov_scale

Matrix-free linear-system and extreme-eigenvalue computation with independent true-residual checking.](https://spin-forge.com/forge15/krylov-scale) [NUMERICAL COMPUTING

### SpectralForge

Large FFT, convolution and supported spectral-PDE computation with independent consistency checks.](https://spin-forge.com/forge15/spectralforge) [NUMERICAL COMPUTING

### TomoForge

Signal and image reconstruction from noisy linear measurements, with a checked data-fit residual.](https://spin-forge.com/forge15/tomoforge) [NUMERICAL COMPUTING

### sinkhorn_ot

Memory-conscious discrete optimal-transport computation with checks of the source and target marginal constraints.](https://spin-forge.com/forge15/sinkhorn-ot) [NUMERICAL COMPUTING

### enkf_scale

Ensemble-based data assimilation that updates a high-dimensional state estimate using incoming observations.](https://spin-forge.com/forge15/enkf-scale) [LOGIC & OPTIMIZATION

### ValueForge

Markov decision-process computation with a stopping certificate for supported state-value estimates.](https://spin-forge.com/forge15/valueforge)

ACCEPTANCE

## Keep the original problem.
Check the useful result.

Define the operator, precision, stopping rule, measurement noise and reference cases. Residuals, estimation accuracy and workload runtime stay distinct.

[The verification guide](https://spin-forge.com/forge15/verification) [Scope an assessment](https://spin-forge.com/engineering/assessment) [Plan the implementation](https://spin-forge.com/integration)