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Dive into the research topics where Johannes Hachmann is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Advancing the Sorting of Textiles for Recycling
Alexandridis, P. (PI), Hachmann, J. (CoI), Tsianou, M. (CoI) & Velarde, L. (CoI)
02/8/24 → 12/31/26
Project: Research
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Spokes: MEDIUM: NORTHEAST: Collaborative: Advancing a Data-Driven Discovery and Rational Design Paradigm in Chemistry
Hachmann, J. (PI)
09/1/18 → 08/31/23
Project: Research
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Fellowship for Mojtaba Haghighatlari: S212: Impl: The Molecular Sciences Software Institute
Hachmann, J. (PI)
07/1/18 → 06/30/20
Project: Research
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SBIR: Open Interactive Data Analytics Platform for Chemical-Physics Simulations and Experiments
Hachmann, J. (PI)
05/21/18 → 05/20/21
Project: Research
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Design of organic materials with tailored optical properties: Predicting quantum-chemical polarizabilities and derived quantities
Vishwakarma, G., Sonpal, A., Pradhan, A., Haghighatlari, M., Afzal, M. A. F. & Hachmann, J., Jan 1 2022, Quantum Chemistry in the Age of Machine Learning. Elsevier, p. 653-674 22 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Metrics for Benchmarking and Uncertainty Quantification: Quality, Applicability, and Best Practices for Machine Learning in Chemistry
Vishwakarma, G., Sonpal, A. & Hachmann, J., Feb 2021, In: Trends in Chemistry. 3, 2, p. 146-156 11 p.Research output: Contribution to journal › Review article › peer-review
Open Access -
Open Chemistry, JupyterLab, REST, and quantum chemistry
Hanwell, M. D., Harris, C., Genova, A., Haghighatlari, M., El Khatib, M., Avery, P., Hachmann, J. & de Jong, W. A., Jan 5 2021, In: International Journal of Quantum Chemistry. 121, 1, e26472.Research output: Contribution to journal › Article › peer-review
Open Access -
ChemML: A machine learning and informatics program package for the analysis, mining, and modeling of chemical and materials data
Haghighatlari, M., Vishwakarma, G., Altarawy, D., Subramanian, R., Kota, B. U., Sonpal, A., Setlur, S. & Hachmann, J., Jul 1 2020, In: Wiley Interdisciplinary Reviews: Computational Molecular Science. 10, 4, e1458.Research output: Contribution to journal › Article › peer-review
Open Access -
The Journal of Physical Chemistry A/B/C virtual special issue on machine learning in physical chemistry
Ferguson, A. L., Hachmann, J., Miller, T. F. & Pfaendtner, J., Nov 5 2020, In: Journal of Physical Chemistry C. 124, 44, p. 24033-24038 6 p.Research output: Contribution to journal › Review article › peer-review
Open Access