Bharat in Betastartup field guide
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No. 1348Problem statementManufacturing and materials

Indigenous GPU-Accelerated Optimization Solver (Sovereign Alternative to Express / CEPLEX)

Source

Source summary

The source asks for a mathematical optimization solver core built from mathematical foundations, explicitly not on an existing open-source solver library. Initial scope is LP, MILP and QP, with extensibility, sparse numerical methods and parallelism; GPU use is conditional on measurable benefit. A basic API/CLI is sufficient. It must be benchmarked on recognized sets such as MIPLIB, Netlib or Mittelmann against an established solver, including difficult large-scale and ill-conditioned cases.

No. 026Existing businessManufacturing and materials

Specialty-chemical development platforms

Digitizing chemical R&D and compliance; Scimplify is the cited example.

No. 747Problem statementManufacturing and materials

Development of indigenous ship design Software

Develop secure, modular indigenous ship-design software covering concept through production for Indian defence shipbuilding. The source identifies dependence on imported proprietary tools for hulls, stability, structures and performance, along with licensing cost, export-control and support concerns. The platform should accommodate Indian design/classification rules and lifecycle support. These are proposed capabilities, not proof of an existing domestic replacement.

No. 748Problem statementManufacturing and materials

AI powered Hull-form optimization

Develop AI-assisted hull-form design using knowledge from existing hulls and their design relationships. The source contrasts this with manually modifying reference lines or using standard series, and asks for candidates meeting technical and operational requirements, including hull forms beyond those already built. A suggested form still requires naval-architect assessment; novelty is not proof of performance.