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Communications Chemistry
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January 14, 2025
Human interpretable structure-property relationships in chemistry using explainable machine learning and large language models
Geemi P Wellawatte, Philippe Schwaller
Chemical Science
|
April 18, 2022
Model agnostic generation of counterfactual explanations for molecules
Geemi P Wellawatte, Aditi Seshadri, Andrew D White
The Journal of Chemical Physics
|
August 29, 2023
Neural potentials of proteins extrapolate beyond training data
Geemi P Wellawatte, Glen M Hocky, Andrew D White
Journal of Chemical Theory and Computation
|
March 27, 2023
A Perspective on Explanations of Molecular Prediction Models
Geemi P Wellawatte, Heta A Gandhi, Aditi Seshadri, et al.
Chemical Science
|
June 14, 2021
Graph neural network based coarse-grained mapping prediction
Zhiheng Li, Geemi P Wellawatte, Maghesree Chakraborty, et al.
Chemical Science
|
October 18, 2021
Correction: Graph neural network based coarse-grained mapping prediction
Zhiheng Li, Geemi P Wellawatte, Maghesree Chakraborty, et al.
Digital Discovery
|
April 17, 2023
Assessment of chemistry knowledge in large language models that generate code
Andrew D White, Glen M Hocky, Heta A Gandhi, et al.
Page
of 1
Search research articles
Search
Showing results (1-10 of 7) with videos related to
Sort By:
Page
of 1
Communications Chemistry
|
January 14, 2025
Human interpretable structure-property relationships in chemistry using explainable machine learning and large language models
Geemi P Wellawatte, Philippe Schwaller
Chemical Science
|
April 18, 2022
Model agnostic generation of counterfactual explanations for molecules
Geemi P Wellawatte, Aditi Seshadri, Andrew D White
The Journal of Chemical Physics
|
August 29, 2023
Neural potentials of proteins extrapolate beyond training data
Geemi P Wellawatte, Glen M Hocky, Andrew D White
Journal of Chemical Theory and Computation
|
March 27, 2023
A Perspective on Explanations of Molecular Prediction Models
Geemi P Wellawatte, Heta A Gandhi, Aditi Seshadri, et al.
Chemical Science
|
June 14, 2021
Graph neural network based coarse-grained mapping prediction
Zhiheng Li, Geemi P Wellawatte, Maghesree Chakraborty, et al.
Chemical Science
|
October 18, 2021
Correction: Graph neural network based coarse-grained mapping prediction
Zhiheng Li, Geemi P Wellawatte, Maghesree Chakraborty, et al.
Digital Discovery
|
April 17, 2023
Assessment of chemistry knowledge in large language models that generate code
Andrew D White, Glen M Hocky, Heta A Gandhi, et al.
Page
of 1