Prediction of Melting Points of Chemicals with a Data Augmentation-Based Neural Network Approach
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
American Chemical Society
2025-06-01
|
| Series: | ACS Omega |
| Online Access: | https://doi.org/10.1021/acsomega.5c00205 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850220011594973184 |
|---|---|
| author | Lea E. Austermeier Karsten Voigt Alexander Böhme Nadin Ulrich |
| author_facet | Lea E. Austermeier Karsten Voigt Alexander Böhme Nadin Ulrich |
| author_sort | Lea E. Austermeier |
| collection | DOAJ |
| format | Article |
| id | doaj-art-6bae5dfebc2e4bdaa1482fa68f178235 |
| institution | OA Journals |
| issn | 2470-1343 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | American Chemical Society |
| record_format | Article |
| series | ACS Omega |
| spelling | doaj-art-6bae5dfebc2e4bdaa1482fa68f1782352025-08-20T02:07:12ZengAmerican Chemical SocietyACS Omega2470-13432025-06-011023242962430610.1021/acsomega.5c00205Prediction of Melting Points of Chemicals with a Data Augmentation-Based Neural Network ApproachLea E. Austermeier0Karsten Voigt1Alexander Böhme2Nadin Ulrich3Department of Exposure Science, Helmholtz Centre for Environmental ResearchUFZ, Leipzig, GermanyPAULY, Leipzig, GermanyDepartment of Exposure Science, Helmholtz Centre for Environmental ResearchUFZ, Leipzig, GermanyDepartment of Exposure Science, Helmholtz Centre for Environmental ResearchUFZ, Leipzig, Germanyhttps://doi.org/10.1021/acsomega.5c00205 |
| spellingShingle | Lea E. Austermeier Karsten Voigt Alexander Böhme Nadin Ulrich Prediction of Melting Points of Chemicals with a Data Augmentation-Based Neural Network Approach ACS Omega |
| title | Prediction of Melting Points of Chemicals with a Data Augmentation-Based Neural Network Approach |
| title_full | Prediction of Melting Points of Chemicals with a Data Augmentation-Based Neural Network Approach |
| title_fullStr | Prediction of Melting Points of Chemicals with a Data Augmentation-Based Neural Network Approach |
| title_full_unstemmed | Prediction of Melting Points of Chemicals with a Data Augmentation-Based Neural Network Approach |
| title_short | Prediction of Melting Points of Chemicals with a Data Augmentation-Based Neural Network Approach |
| title_sort | prediction of melting points of chemicals with a data augmentation based neural network approach |
| url | https://doi.org/10.1021/acsomega.5c00205 |
| work_keys_str_mv | AT leaeaustermeier predictionofmeltingpointsofchemicalswithadataaugmentationbasedneuralnetworkapproach AT karstenvoigt predictionofmeltingpointsofchemicalswithadataaugmentationbasedneuralnetworkapproach AT alexanderbohme predictionofmeltingpointsofchemicalswithadataaugmentationbasedneuralnetworkapproach AT nadinulrich predictionofmeltingpointsofchemicalswithadataaugmentationbasedneuralnetworkapproach |