Paper Replication Revisited
Our paper-replication skill can replicate SciML work better than prompts.
Democratizing Science with AI
Purdue professor. I build AI agents that bring rigorous scientific reasoning to every scientist. Inverse problems, uncertainty, Bayesian inference, experimental design. 3 books and 3 courses on SciML.
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Latest posts
I made a minimal AI coding agent in a Jupyter notebook
It's easier than you think...
Why Scientific Autonomy Needs a Harness
I repurposed Karpathy's autoresearch idea for scientific machine learning
When AI Agents Start Cheating
What paper replication taught us about honesty, pressure, and verification
We Asked an AI Agent to Replicate Three Research Papers
One was easy, one was rare, and one had never been seen before.
A New Colleague in the Lab
First evidence that AI can accelerate scientific discoveries