Inorganic Materials Synthesis Planning with Literature-Trained Neural
Networks

Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks

31 December 2018

Alexander van Grootel

Sheshera Mysore

Haw-Shiuan Chang

Andrew McCallum

Stefanie Jegelka

Papers citing "Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks"

10 / 10 papers shown

Title
Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning Thorben Prein Elton Pan Sami Haddouti Marco Lorenz Janik Jehkul ... Cansu Moran Menelaos Panagiotis Fotiadis Artur P. Toshev E. Olivetti Jennifer L.M. Rupp 49 0 0 06 Feb 2025
Are LLMs Ready for Real-World Materials Discovery? Santiago Miret N. M. A. Krishnan 43 27 0 07 Feb 2024
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling Yurun Song Santiago Miret Bang Liu 33 29 0 14 May 2023
Precursor recommendation for inorganic synthesis by machine learning materials similarity from scientific literature T. He Haoyan Huo Christopher J. Bartel Zheren Wang Kevin Cruse Gerbrand Ceder 32 32 0 05 Feb 2023
Machine Learning for a Sustainable Energy Future Zhenpeng Yao Yanwei Lum Andrew K. Johnston L. M. Mejia-Mendoza Xiaoxia Zhou Yonggang Wen Alán Aspuru-Guzik E. Sargent Z. Seh 32 210 0 19 Oct 2022
Audacity of huge: overcoming challenges of data scarcity and data quality for machine learning in computational materials discovery Aditya Nandy Chenru Duan Heather J. Kulik AI4CE 27 45 0 02 Nov 2021
MOFSimplify: Machine Learning Models with Extracted Stability Data of Three Thousand Metal-Organic Frameworks Aditya Nandy Gianmarco G. Terrones N. Arunachalam Chenru Duan D. Kastner Heather J. Kulik AI4CE 20 29 0 16 Sep 2021
Using Machine Learning and Data Mining to Leverage Community Knowledge for the Engineering of Stable Metal-Organic Frameworks Aditya Nandy Chenru Duan Heather J. Kulik AI4CE 19 116 0 24 Jun 2021
On the Limits of Learning to Actively Learn Semantic Representations Omri Koshorek Gabriel Stanovsky Yichu Zhou Vivek Srikumar Jonathan Berant OffRL 24 9 0 05 Oct 2019
The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures Sheshera Mysore Z. Jensen Edward J. Kim Kevin Huang Haw-Shiuan Chang Emma Strubell Jeffrey Flanigan Andrew McCallum E. Olivetti 19 95 0 16 May 2019