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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21 to 30 of 59 Results

GraphRicciCurvature.rst Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Unknown - 492 B - MD5: 0b81ae67878ded42ec6122910fac5773
index.rst Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Unknown - 464 B - MD5: 119dcb9dc1fd5b07e20f06bb4fc6f738
__init__.py Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Python Source Code - 88 B - MD5: 8204134ea67e6e9ea02a9ce01f6835d6
__init__.py Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Python Source Code - 0 B - MD5: d41d8cd98f00b204e9800998ecf8427e
karate_demo.png Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction PNG Image - 676.0 KB - MD5: a21751ad4d8fcd3f958cd0fa137d4e69
LICENSE Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Plain Text - 11.1 KB - MD5: 25bd11706c9d9c7973516de2deb6cf86
LICENSE.txt Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Plain Text - 11.1 KB - MD5: e678803a3e1b97fd642bec8a2a4e06cb
linux_install.sh Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Shell Script - 116 B - MD5: bd76e6d14b7640530a507dbed76b041b
Makefile Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Plain Text - 642 B - MD5: 78687cc9a8f4de56e7e86fe0033c8dd3
my_surgery.py Apr 2, 2021 - Replication Data for: Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein–Ligand Binding Affinity Prediction Python Source Code - 5.3 KB - MD5: 860a3b2bb82426ecc326654da3cefebb

GraphRicciCurvature.rst

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

Unknown - 492 B -

index.rst

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

Unknown - 464 B -

__init__.py

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

Python Source Code - 88 B -

__init__.py

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

Python Source Code - 0 B -