Downloads provided by UsageCounts14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon
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NIH| Informatics and Machine Learning Modules for Research Planning, Scheduling, Simulation, and Optimization in the ASPIRE Autonomous Laboratory ,
EC| EPFLglobaLeaders ,
EC| BEWARE2 ,
NSF| Molecular Design and Analysis of Flow Battery Electrolytes based on Redox Deep Eutectic Solvents ,
UKRI| RootDetect: Remote Detection and Precision Management of Root Health ,
NIH| Learning to learn in structural biology with deep neural networks ,
NSF| Frameworks: Garden: A FAIR Framework for Publishing and Applying AI Models for Translational Research in Science, Engineering, Education, and Industry ,
NSF| Collaborative Research: Framework: Machine Learning Materials Innovation Infrastructure ,
NSF| Collaborative Research: Disciplinary Improvements: Creating a FAIROS Materials Research Coordination Network (MaRCN) in the Materials Research Data Alliance ,
EC| BIG-MAP ,
NSF| NRT-HDR: Harnessing AI for Understanding & Designing Materials (aiM) ,
NSF| CDS&E: D3SC: Applying Video Segmentation to Coarse-grain Mapping Operators in Molecular Simulations
Imran, Alishba; Schwarting, Marcus; Jablonka, Kevin Maik; Ai, Qianxiang; Al-Feghali, Alexander; Badhwar, Shruti; Bocarsly, Joshua D.; +49 Authors
Imran, Alishba; Schwarting, Marcus; Jablonka, Kevin Maik; Ai, Qianxiang; Al-Feghali, Alexander; Badhwar, Shruti; Bocarsly, Joshua D.; Bran, Andres M.; Bringuier, Stefan; Brinson, L. Catherine; Choudhary, Kamal; Circi, Defne; Cox, Sam; de Jong, Wibe A.; Evans, Matthew L.; Gastellu, Nicolas; Genzling, Jerome; Gil, María Victoria; resid: A-2774-2017; Gupta, Ankur K.; Hong, Zhi; Kruschwitz, Sabine; Labarre, Anne; Lála, Jakub; Liu, Tao; Ma, Steven; Majumdar, Sauradeep; Merz, Garrett W.; Moitessier, Nicolas; Moubarak, Elias; Mouriño, Beatriz; Pelkie, Brenden; Pieler, Michael; Ramos, Mayk Caldas; Ranković, Bojana; Rodriques, Samuel G.; Sanders, Jacob N.; Schwaller, Philippe; Shi, Jiale; Smit, Berend; resid: B-7580-2009; Smith, Ben E.; Van Herck, Joren; Völker, Christoph; Ward, Logan; resid: I-9526-2019; Warren, Sean; Weiser, Benjamin; Zhang, Sylvester; Zhang, Xiaoqi; Zia, Ghezal Ahmad; Scourtas, Aristana; Schmidt, K. J.; Foster, Ian; White, Andrew D.; Blaiszik, Ben;
14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon
We report the findings of a hackathon focused on exploring the diverse applications of large language models in molecular and materials science.
- McGill University Canada
- University of Cambridge United Kingdom
- University of Wisconsin–Oshkosh United States
- University of Chicago United States
- Ecole Polytechnique Federal de Lausanne
Chemical Physics (physics.chem-ph), FOS: Computer and information sciences, 3403 Macromolecular and Materials Chemistry, Condensed Matter - Materials Science, Computer Science - Machine Learning, 34 Chemical Sciences, FOS: Clinical medicine, Ensure access to affordable, reliable, sustainable and modern energy for all, Neurosciences, Materials Science (cond-mat.mtrl-sci), FOS: Physical sciences, Gene Expression, 004, Macromolecular and Materials Chemistry, Machine Learning (cs.LG), Imaging, Chemistry, Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation, Physics - Chemical Physics, Chemical Sciences, Synthetic Biology, Microfabrication & Bioengineering, Genetics & Genomics
Chemical Physics (physics.chem-ph), FOS: Computer and information sciences, 3403 Macromolecular and Materials Chemistry, Condensed Matter - Materials Science, Computer Science - Machine Learning, 34 Chemical Sciences, FOS: Clinical medicine, Ensure access to affordable, reliable, sustainable and modern energy for all, Neurosciences, Materials Science (cond-mat.mtrl-sci), FOS: Physical sciences, Gene Expression, 004, Macromolecular and Materials Chemistry, Machine Learning (cs.LG), Imaging, Chemistry, Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation, Physics - Chemical Physics, Chemical Sciences, Synthetic Biology, Microfabrication & Bioengineering, Genetics & Genomics
selected citations These citations are derived from selected sources.This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).70 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Top 1% influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Top 10% impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Top 1% views 63 downloads 160 - 63views160downloads
selected citations
Citations provided by BIP!
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
Citations provided by BIP!popularityPopularity provided by BIP!
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
Popularity provided by BIP!influenceInfluence provided by BIP!
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
Influence provided by BIP!impulseImpulse provided by BIP!
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
Impulse provided by BIP!viewsViews provided by UsageCounts
Views provided by UsageCountsdownloadsDownloads provided by UsageCounts
Downloads provided by UsageCounts 70
Top 1%
Top 10%
Top 1%
63
160
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gold