Search Results for author: Ishan Kumar

Found 2 papers, 2 papers with code

Coarse-Grained Configurational Polymer Fingerprints for Property Prediction using Machine Learning

1 code implementation20 Nov 2023 Ishan Kumar, Prateek K Jha

In this work, we present a method to generate a configurational level fingerprint for polymers using the Bead-Spring-Model.

Property Prediction

CausalCite: A Causal Formulation of Paper Citations

1 code implementation5 Nov 2023 Ishan Kumar, Zhijing Jin, Ehsan Mokhtarian, Siyuan Guo, Yuen Chen, Mrinmaya Sachan, Bernhard Schölkopf

Thus, we propose CausalCite, a new way to measure the significance of a paper by assessing the causal impact of the paper on its follow-up papers.

Causal Inference counterfactual

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