Research output per year
Research output per year
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Machine learning assisted calibration of PVT simulations for SiC crystal growth
Taucher, L., Ramadan, Z., Hammer, R., Obermüller, T., Auer, P. & Romaner, L., 10 Oct 2024, In: CrystEngComm. 44.2024, 26, p. 6322-6335 14 p.Research output: Contribution to journal › Article › Research › peer-review
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Mikrostrukturelle Charakterisierung und Untersuchung des Hochtemperatur-Umformverhaltens einer mit Bor modifizierten (α+β)-Titanlegierung
Translated title of the contribution :Microstructural characterization and investigation of the high-temperature forming behavior of an (α+β) titanium alloy modified with boron Research output: Thesis › Master's Thesis
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Machine learning of multi-physics simulations of SiC single crystal growth
Taucher, L. (Speaker), Ramadan, Z. (contributor), Hammer, R. (contributor), Martirosyan, N. (contributor) & Romaner, L. (contributor)
10 Apr 2025Activity: Talk or presentation › Invited talk
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ML-based surrogate model for temperature prediction and efficient parameter calibration of PVT simulations
Taucher, L. (Speaker), Ramadan, Z. (contributor), Hammer, R. (contributor), Obermüller, T. (contributor) & Romaner, L. (contributor)
3 Oct 2024Activity: Talk or presentation › Oral presentation
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Active learning approach for efficient creation of a surrogate model for crystal growth
Taucher, L. (Speaker), Ramadan, Z. (contributor), Hammer, R. (contributor), Obermüller, T. (contributor) & Romaner, L. (contributor)
24 Sept 2024Activity: Talk or presentation › Oral presentation
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ML-based surrogate model for parameter calibration and uncertainty analysis of crystal growth simulations
Taucher, L. (Speaker), Ramadan, Z. (contributor), Hammer, R. (contributor), Obermüller, T. (contributor) & Romaner, L. (contributor)
23 Jul 2024Activity: Talk or presentation › Oral presentation