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ChemML: A Machine Learning and Informatics Program Package for the Analysis, Mining, and Modeling of Chemical and Materials Data

Mojtaba Haghighatlari, Gaurav Vishwakarma, Doaa Altarawy, Ramachandran Subramanian, Bhargava Urala Kota, Aditya Sonpal, Srirangaraj Setlur, Johannes Hachmann

Version 1 posted 26 June 2019

1,866

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1

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Theoretical and Computational Chemistry

Working Paper

A Physics-Infused Deep Learning Model for the Prediction of Refractive Indices and Its Use for the Large-Scale Screening of Organic Compound Space

Mojtaba Haghighatlari, Gaurav Vishwakarma, Mohammad Atif Faiz Afzal, Johannes Hachmann

Version 1 posted 08 July 2019

1,030

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1

Citations

Theoretical and Computational Chemistry

Working Paper

Solving the Colouring Problem in Half-Heusler Structures: Machine-Learning Predictions and Experimental Validation

Alexander Gzyl, Anton Oliynyk, Lawrence Adutwum, Arthur Mar

Version 1 posted 28 March 2019

620

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Chemical Education

Working Paper

An Integrative Drug Repurposing Pipeline Using KNIME and Programmatic Data Access: A Case Study on COVID-19 Data

Alzbeta Tuerkova, Barbara Zdrazil

Version 1 posted 22 July 2020

934

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Theoretical and Computational Chemistry

Working Paper

Predicting the Partitioning Behavior of Per- and Poly-Alkyl Substances (PFAS) on Liquid-Solid Interface for Carbon and Mineral Based Surfaces using Multivariate Linear Regression Models with K-Fold Cross Validation.

Harsh Patel, Hyo-shin Park, Renzun Zhao

Version 1 posted 19 July 2022

255

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Catalysis

Working Paper

Data-driven design of bi-selective OSDAs for intergrowth zeolites

Daniel Schwalbe-Koda, Avelino Corma, Yuriy Román-Leshkov, Manuel Moliner, Rafael Gómez-Bombarelli

Version 1 posted 24 September 2021

1,360

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Organic Chemistry

Working Paper

Exploration of bioinformatic domain based on data mining, reaction and enzyme promiscuity predictions

Chonghuan Zhang, Qianyue Zhang, Alexei Lapkin

Version 2 posted 03 October 2024

239

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Theoretical and Computational Chemistry

Working Paper

Thinking Globally, Acting Locally: On the Issue of Training Set Imbalance and the Case for Local Machine Learning Models in Chemistry

Mojtaba Haghighatlari, Ching-Yen Shih, Johannes Hachmann

Version 2 posted 29 October 2019

1,143

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7

Citations

Chemical Engineering and Industrial Chemistry

Working Paper

Data Mining Crystallization Kinetics

Cameron Brown, Diego Maldonado, Antony Vassileiou, Blair Johnston, Alastair Florence

Version 3 posted 11 August 2020

1,096

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Theoretical and Computational Chemistry

Working Paper

Transform Descriptors for template free reaction classification

Alexander B. E. Minidis, Fernando F. Huerta

Version 1 posted 29 June 2023

203

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11 results in Data Mining in Keywords: Data Mining

ChemML: A Machine Learning and Informatics Program Package for the Analysis, Mining, and Modeling of Chemical and Materials Data

A Physics-Infused Deep Learning Model for the Prediction of Refractive Indices and Its Use for the Large-Scale Screening of Organic Compound Space

Solving the Colouring Problem in Half-Heusler Structures: Machine-Learning Predictions and Experimental Validation

An Integrative Drug Repurposing Pipeline Using KNIME and Programmatic Data Access: A Case Study on COVID-19 Data

Predicting the Partitioning Behavior of Per- and Poly-Alkyl Substances (PFAS) on Liquid-Solid Interface for Carbon and Mineral Based Surfaces using Multivariate Linear Regression Models with K-Fold Cross Validation.

Data-driven design of bi-selective OSDAs for intergrowth zeolites

Exploration of bioinformatic domain based on data mining, reaction and enzyme promiscuity predictions

Thinking Globally, Acting Locally: On the Issue of Training Set Imbalance and the Case for Local Machine Learning Models in Chemistry

Data Mining Crystallization Kinetics

Transform Descriptors for template free reaction classification

11 results in Keywords: Data Mining