Pose Estimation, Temperature, Noise, and Biological Temperature Sensors via Cryo-EM
Institute for Pure & Applied Mathematics (IPAM) via YouTube
Overview
Syllabus
Intro
What is a biological temperature sensor?
A THERMODYNAMIC FRAMEWORK FOR TRP CHANNEL TEMPERATURE SENSING
3D point cloud matching vs. 3D point cloud to 2D projection matching
Why quaternions?
A discontinuity when going from rotation matrix to quaternion space!
Part II: Analytical solution to the 3D pose estimation problem.
The Determinant Ratio Matrix (DRAM) Approach
Summary: Improved framework for quaternion pose estimation.
An interlude about noise.
Cryo-EM allows access to a conformational distribution.
A quick introduction to Manifold Embedding.
Belief propagation in Manifold Embedding.
Manifold Embedding: Apo TRPV1 dataset
An apoferritin for heterogeneity?
Taught by
Institute for Pure & Applied Mathematics (IPAM)