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6 results in Keywords: Interpretable Machine Learning

Computer Science

Working Paper

OIKAN v0.0.1: Optimized Interpretable Kolmogorov-Arnold Networks

Arman Zhalgasbayev, Nursultan Khaimuldin

Version 1 posted 08 April 2025

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Chemistry

Working Paper

From Data to Chemistry: Revealing Causality and Reaction Coordinates through Interpretable Machine Learning in Supramolecular Transition Metal Catalysis

Radu A. Talmazan, Jakob Gamper, Ivan Castillo, Thomas S. Hofer, Maren Podewitz

Version 2 posted 17 February 2025

532

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Chemistry

Working Paper

Discovery of unconventional proton-conducting inorganic solids via defect-chemistry-trained, interpretable machine learning

Susumu Fujii, Yuta Shimizu, Junji Hyodo, Akihide Kuwabara, Yoshihiro Yamazaki

Version 3 posted 19 June 2023

1,068

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Chemistry

Review

Data science accelerates energy device development

Shuan Cheng, Xiao Cui, William Chueh, Shijing Sun

Version 2 posted 01 April 2024

685

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Chemistry

Working Paper

Revealing Structure-Property Relationships in Polybenzenoid Hydrocarbons with Interpretable Machine-Learning

Shachar Fite, Alexandra Wahab, Eno Paenurk, Zeev Gross, Renana Gershoni-Poranne

Version 1 posted 16 May 2022

461

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Citations

Chemistry

Working Paper

Scientific Machine Learning of 2D Perovskite Nanosheet Formation

Jakob C Dahl, Samuel Niblett, Yeongsu Cho, Xingzhi Wang, Ye Zhang, Emory Chan, A. Paul Alivisatos

Version 1 posted 07 June 2023

313

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6 results in Interpretable Machine Learning in Keywords: Interpretable Machine Learning

OIKAN v0.0.1: Optimized Interpretable Kolmogorov-Arnold Networks

From Data to Chemistry: Revealing Causality and Reaction Coordinates through Interpretable Machine Learning in Supramolecular Transition Metal Catalysis

Discovery of unconventional proton-conducting inorganic solids via defect-chemistry-trained, interpretable machine learning

Data science accelerates energy device development

Revealing Structure-Property Relationships in Polybenzenoid Hydrocarbons with Interpretable Machine-Learning

Scientific Machine Learning of 2D Perovskite Nanosheet Formation

6 results in Keywords: Interpretable Machine Learning