Using Machine Learning and Data Mining to Leverage Community Knowledge
for the Engineering of Stable Metal-Organic Frameworks

Using Machine Learning and Data Mining to Leverage Community Knowledge for the Engineering of Stable Metal-Organic Frameworks

24 June 2021

Heather J. Kulik

Papers citing "Using Machine Learning and Data Mining to Leverage Community Knowledge for the Engineering of Stable Metal-Organic Frameworks"

13 / 13 papers shown

Title
Machine Learning Based Prediction of Proton Conductivity in Metal-Organic Frameworks Seunghee Han Byeong Gwan Lee Dae Woon Lim Jihan Kim AI4CE 24 2 0 18 Jun 2024
Agent-based Learning of Materials Datasets from Scientific Literature Mehrad Ansari S. M. Moosavi AI4CE 22 14 0 18 Dec 2023
Image and Data Mining in Reticular Chemistry Using GPT-4V Zhiling Zheng Zhiguo He Omar Khattab Nakul Rampal Matei A. Zaharia C. Borgs J. Chayes O. Yaghi 21 1 0 09 Dec 2023
The Open DAC 2023 Dataset and Challenges for Sorbent Discovery in Direct Air Capture Anuroop Sriram Sihoon Choi Xiaohan Yu Logan M. Brabson Abhishek Das Zachary W. Ulissi Matthew Uyttendaele A. Medford D. Sholl AI4CE 31 35 0 01 Nov 2023
MatGD: Materials Graph Digitizer Jaewoong Lee Wonseok Lee Jihan Kim 11 3 0 19 Sep 2023
ChatGPT Chemistry Assistant for Text Mining and Prediction of MOF Synthesis Zhiling Zheng Oufan Zhang C. Borgs J. Chayes O. Yaghi 16 212 0 20 Jun 2023
A Database of Ultrastable MOFs Reassembled from Stable Fragments with Machine Learning Models Aditya Nandy Shuwen Yue Changhwan Oh Chenru Duan Gianmarco G. Terrones Yongchul-Grego Chung Heather J. Kulik AI4CE 19 39 0 25 Oct 2022
MOFormer: Self-Supervised Transformer model for Metal-Organic Framework Property Prediction Zhonglin Cao Rishikesh Magar Yuyang Wang A. Farimani AI4CE 23 88 0 25 Oct 2022
Low-cost machine learning approach to the prediction of transition metal phosphor excited state properties Gianmarco G. Terrones Chenru Duan Aditya Nandy Heather J. Kulik 11 0 0 18 Sep 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 12 29 0 16 Sep 2021
Deciphering Cryptic Behavior in Bimetallic Transition Metal Complexes with Machine Learning Michael G. Taylor Aditya Nandy Connie C. Lu Heather J. Kulik 9 8 0 29 Jul 2021
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 213 1,654 0 16 Mar 2020