Lorenz Romaner
Research output
- 2025
- Published
Descriptors based on the density of states for efficient machine learning of grain-boundary segregation energies
Dösinger, C. A., Hammerschmidt, T., Peil, O. E., Scheiber, D. & Romaner, L., 13 Nov 2025, In: Computational materials science. 247.2024, 31 January, 10 p.Research output: Contribution to journal › Article › Research › peer-review
- 2024
- Published
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
- Published
Grain boundary segregation for the Fe-P system: Insights from atomistic modeling and Bayesian inference
Reichmann, A., Tuchinda, N., Dösinger, C. A., Scheiber, D., Razumovskiy, V. I., Peil, O. E., Matson, T. P., Schuh, C. A. & Romaner, L., 26 Jul 2024, In: Acta materialia. 279.2024, 15 October, 11 p., 120215.Research output: Contribution to journal › Article › Research › peer-review
- Published
Atomistic investigations of SiC polytypes and creation of machine learning interatomic potential
Reichmann, A., Rajabzadeh, Z., Halkali, C., Hammer, R. & Romaner, L., 2024.Research output: Contribution to conference › Poster › Research › peer-review
- Published
Automatic etch pit detection and characterization in KOH etch images of 4H-SiC using deep learning
Holub, G., Hofer, S., Obermüller, T. & Romaner, L., 2024.Research output: Contribution to conference › Poster › Research › peer-review
- Published
Development of a machine learning-based interatomic potential for silicon carbide (SiC) using atomic cluster expansion (ACE)
Halkali, C., Holub, G., Rajabzadeh, Z. & Romaner, L., 2024.Research output: Contribution to conference › Poster › Research › peer-review
- Published
Integrated approach to SiC crystal growth: Multiphysics modeling and chemistry assessment in PVT furnaces
Ramadan, Z., Obermüller, T., Hammer, R. & Romaner, L., 2024.Research output: Contribution to conference › Poster › Research › peer-review
- 2023
- Published
Machine learning mechanical properties of steel sheets from an industrial production route
Millner, G., Mücke, M., Romaner, L. & Scheiber, D., Aug 2023, In: Materials. 30.2023, August, 11 p., 101810.Research output: Contribution to journal › Article › Research › peer-review
- E-pub ahead of print
Interstitial segregation has the potential to mitigate liquid metal embrittlement in iron
Ahmadian, A., Scheiber, D., Zhou, X., Gault, B., Romaner, L., Kamachali, R. D., Ecker, W., Dehm, G. & Liebscher, C., 8 Apr 2023, (E-pub ahead of print) In: Advanced materials. 35.2023, 28, 11 p., 2211796.Research output: Contribution to journal › Article › Research › peer-review
- E-pub ahead of print
Phosphorus and transition metal co-segregation in ferritic iron grain boundaries and its effects on cohesion
Mai, H. L., Cui, X-Y., Scheiber, D., Romaner, L. & Ringer, S. P., 20 Mar 2023, (E-pub ahead of print) In: Acta materialia. 250.2023, 15 May, 17 p., 118850.Research output: Contribution to journal › Article › Research › peer-review
