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Research Highlights

Explore highlights from NITMB supported research projects

Discovery of dynamical system models from data: Sparse-model selection for biology

Environmentally dependent interactions shape patterns in gene content across natural microbiomes

Information theory for data-driven model reduction in biology

Limits on the computational expressivity of non-equilibrium biophysical processes

Noise Filtering in Biological Networks

Topology-preserving manifold representations for biological point cloud data

Understanding Sources of Uncertainty in Machine Learning

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Funded by US National Science Foundation DMS-2235451 and Simons Foundation MP-TMPS-00005320

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