Xia Kelin

Appointment: Associate Professor

Research topics:

• To use computational tools from PDE, differential geometry, algebraic topology and statistical learning to study the biomolecular structure, flexibility, dynamics, and functions.
• Topological data analysis (TDA), topology based machine learning/deep learning models, and their applications in drug design.

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51 to 59 of 59 Results

ricci_community.png Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction PNG Image - 607.7 KB - MD5: 95d9859c58a5c3c827c2bf510c5931a3
setup.py Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Python Source Code - 939 B - MD5: a13b70ec9450895d22fe34d844fa66c6
test_FormanRicci.py Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Python Source Code - 1.5 KB - MD5: 3cb560fb1cb12cfc659e0358af9a37d4
test_OllivierRicci.py Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Python Source Code - 6.9 KB - MD5: 531e0d101487caf5f575cb49044d318e
toc.png Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction PNG Image - 1.3 MB - MD5: 3fdde7d531bac919d897330325b52fce
.travis.yml Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Unknown - 2.9 KB - MD5: 5ad1d3a160cf6d8b0fd063c0354a124b
tutorial.ipynb Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Jupyter Notebook - 489.0 KB - MD5: 8dc358a854f301ead92eb12e39d87843
tutorial.nblink Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Unknown - 48 B - MD5: 61315247e0b55ff9467f8ef155cc5ee4
util.py Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Python Source Code - 3.8 KB - MD5: e520b87adfadf19d7cb7f6765c6c2bd4

ricci_community.png

Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction

PNG Image - 607.7 KB -

setup.py

Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction

Python Source Code - 939 B -

test_FormanRicci.py

Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction

Python Source Code - 1.5 KB -

test_OllivierRicci.py

Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction

Python Source Code - 6.9 KB -