The Science of Science and Computational Discovery (SOS+CD) Lab encourages and welcomes undergraduate students to participate in exciting research projects!
The SOS+CD Lab works on understanding current practices in science and developing semi-automated methods to mine scientific knowledge from vast, unstructured dataset of full-text publications, citations, and images.
We use various computational techniques, including:
- Deep Learning
- Natural Language Processing
- Graph Analytics
- Image Processing
- Causal Inference
We use tools like:
- Python
- SQL
- Spark
- TensorFlow
- PyTorch
Those tools and techniques are important for aspiring quantitative researchers, data scientists and data analytics to have a successful career in either academia or industry. Participating in our research projects would be a great experience to get your hands dirty.
Feel free to contact us if you want to learn more:
Please send an email to daniel.acuna AT colorado.edu