How much is CathodeScreen | Enterprise Material Discovery?

CathodeScreen | Enterprise Material Discovery is listed for sale at $2,500 USD.

What are CathodeScreen | Enterprise Material Discovery's current metrics?

Monthly visitors: Under 1K/mo. Monthly revenue: Undisclosed.

CathodeScreen | Enterprise Material Discovery - Sell Project

Listed January 8, 2026

About CathodeScreen | Enterprise Material Discovery

Research-grade ML system for fast cathode material stability screening

CathodeScreen is a deployed AI system for screening lithium-ion battery cathode materials using graph neural networks trained on DFT data. The project includes a production-ready frontend, FastAPI backend, and trained deep ensemble models that predict energy-above-hull with uncertainty estimates, enabling fast pre-DFT material filtering. Ideal for research teams, materials startups, or internal R&D use. For deeper understandig you can read the Medium article below: https://medium.com/@erenari27/accelerating-battery-discovery-a-deep-learning-approach-to-cathode-screening-fd0e4104e33e

Project details

Built with: PyTorch,AI/ML (Python,Graph Neural Networks,FastAPI,React,"Docker",Docker Compose,Google Cloud,NumPy,Pandas

Website: https://cathode-frontend-o4js3vzl2a-uc.a.run.app/

Video 1: https://www.youtube.com/watch?v=xuT4muMGHOc

Next step: The buyer can extend the system by:- Training on additional materials datasets- Integrating active learning or DFT feedback loops- Improving model architectures or uncertainty calibration- Deploying it internally for large-scale R&D screening- Adding user management or enterprise integrations if needed

For sale

Asking price: $2,500 USD

What's included

Source code, All related design work, All related data

Included in the sale: Full frontend and backend source code Trained model weights for inference Docker-based deployment configuration Basic setup and run documentation

Reason for selling

I am busy with other things and no longer have time to maintain this project.

Project metrics

Average Monthly Visitors: Under 1K/mo

Average Monthly Revenue: Undisclosed