Case Studies
Explore real Qualia research sessions across fields and see the process behind the results.
- Predicting undisclosed IT spending across the S&P 500Feature engineering and uncertainty quantification for sizing markets with limited spending dataOpen in Qualia
- Where should NYC build the next subway stop?Qualia generates and tests 5,409 subway options to find the best value for riders.Open in Qualia
- Medicare upcoding detectionExtending NeurIPS research on a $40B Medicare overpayment problemOpen in Qualia
- Neural ODE paper reproductionCompare reproduced experiments with the paper’s results, including solver performance and training time.Open in Qualia
- Breast cancer classificationCompare logistic regression, SVM, random forest, gradient boosting, and KNN on the same dataset.Open in Qualia
Run your own research with Qualia
Bring Qualia into your research workflow. It explores every direction in parallel and traces every result back to its evidence. Or talk to our team about using Qualia across your organization.