Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Murat Sorkun is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Artificial Intelligence-driven Discovery of Materials for Energy Applications
Sorkun, M. C., 1 Jun 2022, Eindhoven: Eindhoven University of Technology. 147 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile31 Downloads (Pure) -
Pushing the limits of solubility prediction via quality-oriented data selection
Sorkun, M., Koelman, J. M. V. A. & Er, S., 22 Jan 2021, In: iScience. 24, 1, 17 p., 101961.Research output: Contribution to journal › Article › Academic › peer-review
Open Access4 Citations (Scopus) -
An artificial intelligence-aided virtual screening recipe for two-dimensional materials discovery
Sorkun, M., Astruc, S., Koelman, J. M. V. A. & Er, S., 24 Jul 2020, In: npj Computational Materials. 6, 1, 10 p., 106.Research output: Contribution to journal › Article › Academic › peer-review
Open Access14 Citations (Scopus) -
Time series forecasting on multivariate solar radiation data using deep learning (LSTM)
Sorkun, M., Durmaz İncel, Ö. & Paoli, C., 27 Jan 2020, In: Elektrik, Turkish Journal of Electrical Engineering & Computer Sciences. 28, 1, p. 211-223 13 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access10 Citations (Scopus) -
AqSolDB, a curated reference set of aqueous solubility and 2D descriptors for a diverse set of compounds
Sorkun, M., Khetan, A. & Er, S., 8 Aug 2019, In: Scientific Data. 6, 1, 8 p., 143.Research output: Contribution to journal › Article › Academic › peer-review
Open Access28 Citations (Scopus)
Datasets
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V2DB: Virtual 2D Materials Database
Sorkun, M. (Creator), Astruc, S. (Creator), Koelman, J. M. V. A. (Creator) & Er, S. (Creator), Harvard Dataverse, 2020
DOI: 10.7910/DVN/SNCZF4
Dataset
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AqSolDB: A curated reference set of aqueous solubility and 2D descriptors for a diverse set of compounds
Sorkun, M. (Creator), Khetan, A. (Creator) & Er, S. (Creator), Harvard Dataverse, 2019
DOI: 10.7910/DVN/OVHAW8
Dataset
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The Virtual 2D Materials Database (V2DB)
Koelman, J. M. V. A. (Contributor), Er, S. (Contributor), Sorkun, M. (Contributor) & Astruc, S. (Contributor), Code Ocean, 24 Sep 2021
Dataset