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Degradation forecasting for accelerated lifetime studies in organic photovoltaics via symbolic regression

Qizhen Song, Vincent M. Le Corre, Thomas Heumueller, Huotian Zhang, Zijian Peng, Andreas J Bornschlegl, Xiaoyan Du, Larry Lüer, Christoph J. Brabec

Version 1 posted 19 December 2025

89

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Chemistry

Working Paper

Leveraging Data-driven Approach for Sand Production Prediction and Management in Oil and Gas Wells

Awwal Oladipupo, Isaac Johnson, Opeyemi Adebayo, Fashanu Theophilus, Kingsley Abhulimen

Version 4 posted 05 August 2025

472

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Chemistry

Working Paper

Environmental impacts of future cotton production in the United States

Pengxiao Zhou, Yilun Zhou, Jennifer Dunn

Version 1 posted 04 September 2025

193

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Medicine (excluding clinical)

Protocol/Methodology

Predicting Osteoporosis Risk Through Psychological Wellness and Neural Network Classification

Vibikshyu Ananthu, Sanskaar Srivastava

Version 1 posted 16 October 2025

14

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Chemistry

Working Paper

Beyond ANOVA: A Structural Equation Modeling and Ensemble Machine Learning Approach to Batch Reactor Process Optimization

Anfal Rababah

Version 1 posted 21 November 2025

98

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Computer Science

Poster

Deciphering the transformation of sounds into meaning: Insights from disentangling intermediate representations in sound-to-event DNNs

Tim Dick, Elia Formisano, Alexia Briassouli, Enrique Hortal

Version 1 posted 01 December 2025

6

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Chemistry

Working Paper

Biomolecular Multiscale Simulation (BMS25) Dataset to Train Neural Network Potentials for QM/MM Settings with Electrostatic Embedding

Moritz Thürlemann, Felix Pultar, Igor Gordiy, Sereina Riniker

Version 1 posted 15 December 2025

114

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Chemistry

Working Paper

The Interaction of Hydrogen with Iron under High Pressure and Temperature

Giulia M. Bovolenta, Michele Parrinello

Version 1 posted 11 November 2025

179

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Chemistry

Working Paper

A Target-Specific Machine Learning Framework for Predicting Fuel Blend Properties

Olanrewaju Daramola, Emmanuel Olanrewaju, Israel Trejo, Elvis Enebeli

Version 1 posted 06 October 2025

124

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Chemistry

Working Paper

Tryptophanase Mining and Characterization Towards the Biological Production of Indole Derivatives

Ruben Marcel de Boer, David Harding-Larsen, Stanislav Mazurenko, Ditte Hededam Welner

Version 1 posted 06 October 2025

172

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1287 results in machine learning in Keywords: machine learning

Degradation forecasting for accelerated lifetime studies in organic photovoltaics via symbolic regression

Leveraging Data-driven Approach for Sand Production Prediction and Management in Oil and Gas Wells

Environmental impacts of future cotton production in the United States

Predicting Osteoporosis Risk Through Psychological Wellness and Neural Network Classification

Beyond ANOVA: A Structural Equation Modeling and Ensemble Machine Learning Approach to Batch Reactor Process Optimization

Deciphering the transformation of sounds into meaning: Insights from disentangling intermediate representations in sound-to-event DNNs

Biomolecular Multiscale Simulation (BMS25) Dataset to Train Neural Network Potentials for QM/MM Settings with Electrostatic Embedding

The Interaction of Hydrogen with Iron under High Pressure and Temperature

A Target-Specific Machine Learning Framework for Predicting Fuel Blend Properties

Tryptophanase Mining and Characterization Towards the Biological Production of Indole Derivatives

1287 results in Keywords: machine learning