Stephan Mandt - Search Results

Year	Number of Results
2010	1
2011	1
2018	1
2019	1
2020	2
2021	1
2022	2
2023	3
2024	1

1

Diffusion Probabilistic Modeling for Video Generation.

Yang R, Srivastava P, Mandt S. Yang R, et al. Among authors: mandt s. Entropy (Basel). 2023 Oct 20;25(10):1469. doi: 10.3390/e25101469. Entropy (Basel). 2023. PMID: 37895590 Free PMC article.

2

Insights From Generative Modeling for Neural Video Compression.

Yang R, Yang Y, Marino J, Mandt S. Yang R, et al. Among authors: mandt s. IEEE Trans Pattern Anal Mach Intell. 2023 Aug;45(8):9908-9921. doi: 10.1109/TPAMI.2023.3260684. Epub 2023 Jun 30. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37030706

3

Advances in Variational Inference.

Zhang C, Butepage J, Kjellstrom H, Mandt S. Zhang C, et al. Among authors: mandt s. IEEE Trans Pattern Anal Mach Intell. 2019 Aug;41(8):2008-2026. doi: 10.1109/TPAMI.2018.2889774. Epub 2018 Dec 25. IEEE Trans Pattern Anal Mach Intell. 2019. PMID: 30596568

4

Learning to simulate high energy particle collisions from unlabeled data.

Howard JN, Mandt S, Whiteson D, Yang Y. Howard JN, et al. Among authors: mandt s. Sci Rep. 2022 May 9;12(1):7567. doi: 10.1038/s41598-022-10966-7. Sci Rep. 2022. PMID: 35534506 Free PMC article.

5

Comparing storm resolving models and climates via unsupervised machine learning.

Mooers G, Pritchard M, Beucler T, Srivastava P, Mangipudi H, Peng L, Gentine P, Mandt S. Mooers G, et al. Among authors: mandt s. Sci Rep. 2023 Dec 15;13(1):22365. doi: 10.1038/s41598-023-49455-w. Sci Rep. 2023. PMID: 38102176 Free PMC article.

6

History Marginalization Improves Forecasting in Variational Recurrent Neural Networks.

Qiu C, Mandt S, Rudolph M. Qiu C, et al. Among authors: mandt s. Entropy (Basel). 2021 Nov 24;23(12):1563. doi: 10.3390/e23121563. Entropy (Basel). 2021. PMID: 34945869 Free PMC article.

7

Hybridizing physical and data-driven prediction methods for physicochemical properties.

Jirasek F, Bamler R, Mandt S. Jirasek F, et al. Among authors: mandt s. Chem Commun (Camb). 2020 Oct 15;56(82):12407-12410. doi: 10.1039/d0cc05258b. Chem Commun (Camb). 2020. PMID: 32936144

8

Author Correction: Comparing storm resolving models and climates via unsupervised machine learning.

Mooers G, Pritchard M, Beucler T, Srivastava P, Mangipudi H, Peng L, Gentine P, Mandt S. Mooers G, et al. Among authors: mandt s. Sci Rep. 2024 Mar 28;14(1):7391. doi: 10.1038/s41598-024-57767-8. Sci Rep. 2024. PMID: 38548802 Free PMC article. No abstract available.

9

Machine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion.

Jirasek F, Alves RAS, Damay J, Vandermeulen RA, Bamler R, Bortz M, Mandt S, Kloft M, Hasse H. Jirasek F, et al. Among authors: mandt s. J Phys Chem Lett. 2020 Feb 6;11(3):981-985. doi: 10.1021/acs.jpclett.9b03657. Epub 2020 Jan 23. J Phys Chem Lett. 2020. PMID: 31964142

10

Making thermodynamic models of mixtures predictive by machine learning: matrix completion of pair interactions.

Jirasek F, Bamler R, Fellenz S, Bortz M, Kloft M, Mandt S, Hasse H. Jirasek F, et al. Among authors: mandt s. Chem Sci. 2022 Apr 4;13(17):4854-4862. doi: 10.1039/d1sc07210b. eCollection 2022 May 4. Chem Sci. 2022. PMID: 35655876 Free PMC article.

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