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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41 to 50 of 59 Results

ORC_PLB_2016_IDM_train.py Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Python Source Code - 18.2 KB - MD5: 30191889399c6f336ac88a027e3f0ad0
osmolyte.png Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction PNG Image - 849.2 KB - MD5: 15b364a31b319a8d06b3e6956ccc3f58
osx_install.sh Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Shell Script - 856 B - MD5: 35a9e81bd95765625c9097eb96f3ce13
README.md Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Markdown Text - 184 B - MD5: 56fabc855d96847a455fb4359c9106fd
README.md Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Markdown Text - 8.1 KB - MD5: addb38a9ee3e9a34b59c885848e80e4d
README.md Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Markdown Text - 1.3 KB - MD5: b8c6c10543392ebbec9306684d161215
readme.rst Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Unknown - 7.9 KB - MD5: 4e3e3ac4de1ad355b0c639808246bf3e
requirements.readthedocs.txt Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Plain Text - 30 B - MD5: 5de55926810906b4bb310a6788bb7784
requirements.txt Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Plain Text - 88 B - MD5: 1cc305153246d4e35c7c7e891698c290
rf-manifold.png Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction PNG Image - 83.9 KB - MD5: 0e71cfffb00d10b9c01c5913562a84c4

ORC_PLB_2016_IDM_train.py

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

Python Source Code - 18.2 KB -

osmolyte.png

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

PNG Image - 849.2 KB -

osx_install.sh

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

Shell Script - 856 B -

README.md

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

Markdown Text - 184 B -