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Chemistry

Working Paper

Can Machine Learning Find Extraordinary Materials?

Steven Kauwe, Jake Graser, Ryan Murdock, Taylor Sparks

Version 1 posted 09 August 2019

1,773

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Chemistry

Working Paper

Machine Learning for Materials Scientists: An Introductory Guide Towards Best Practices

Anthony Wang, Ryan Murdock, Steven Kauwe, Anton Oliynyk, Aleksander Gurlo, Jakoah Brgoch, Kristin Persson, Taylor Sparks

Version 1 posted 06 May 2020

2,698

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1

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Chemistry

Working Paper

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

1,889

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1

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Chemistry

Working Paper

Not as simple as we thought: a rigorous examination of data aggregation in materials informatics

Federico Ottomano, Giovanni De Felice, Vladimir Gusev, Taylor Sparks

Version 1 posted 09 August 2023

421

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1

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Chemistry

Working Paper

Automated experiment and data generation by foundation models for synthesizing polyamic acid particles

Kan Hatakeyama-Sato, Hiroki Ishikawa, Shinya Takaishi, Yasuhiko Igarashi, Yuta Nabae, Teruaki Hayakawa

Version 1 posted 17 May 2024

398

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Chemistry

Working Paper

Ultrafast Realization of Ionic Liquids with Excellent CO2 Absorption: A trinity study of machine learning, synthesis, and precision measurement

Nahoko Kuroki, Yuki Suzuki, Daisuke Kodama, Firoz Alam Chowdhury, Hidetaka Yamada, Hirotoshi Mori

Version 1 posted 24 June 2022

433

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3

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Chemistry

Working Paper

Classification of Platinum Nanoparticle Catalysts using Machine Learning

Amanda J. Parker, George Opletal, Amanda Barnard

Version 1 posted 21 May 2020

685

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Computer Science

Presentation

Transcript of talk: Automated mycelium microstructural characterization with image processing artifact prediction

Thaicia Stona de Almeida

Version 1 posted 27 February 2024

58

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Chemistry

Working Paper

The carbon footprint of artificial intelligence in materials science

Vadim Korolev, Artem Mitrofanov

Version 3 posted 22 December 2023

761

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1

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Chemistry

Working Paper

Structure feature vectors derived from Robocrystallographer text descriptions of crystal structures using word embeddings

Hasan M. Sayeed, Sterling G. Baird, Taylor D. Sparks

Version 1 posted 10 March 2023

479

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3

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Refine Search

36 results in materials informatics in Keywords: materials informatics

Can Machine Learning Find Extraordinary Materials?

Machine Learning for Materials Scientists: An Introductory Guide Towards Best Practices

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

Not as simple as we thought: a rigorous examination of data aggregation in materials informatics

Automated experiment and data generation by foundation models for synthesizing polyamic acid particles

Ultrafast Realization of Ionic Liquids with Excellent CO2 Absorption: A trinity study of machine learning, synthesis, and precision measurement

Classification of Platinum Nanoparticle Catalysts using Machine Learning

Transcript of talk: Automated mycelium microstructural characterization with image processing artifact prediction

The carbon footprint of artificial intelligence in materials science

Structure feature vectors derived from Robocrystallographer text descriptions of crystal structures using word embeddings

36 results in Keywords: materials informatics