2 papers
q-bio.GN2025
Whole-Genome Phenotype Prediction with Machine Learning: Open Problems in Bacterial Genomics
Tamsin James, Ben Williamson, Peter Tino +1
How can we identify causal genetic mechanisms that govern bacterial traits? Initial efforts entrusting machine learning models to handle the task of predicting phenotype from genot…
cs.CL2024
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions
Jordan Meadows, Tamsin James, Andre Freitas
Language models (LMs) can hallucinate when performing complex mathematical reasoning. Physics provides a rich domain for assessing their mathematical capabilities, where physical c…