Dr. Arjun Kaithakkal
- Postdoc
- room: 603
- phone: +49 721 608-45880
- arjun kaithakkal ∂does-not-exist.kit edu
Institut für Strömungsmechanik
Karlsruher Institut für Technologie
Kaiserstraße 10, Geb. 10.23
76131 Karlsruhe
Tel.: +49 721 608 42368
Fax: +49 721 608 45147
Project
Machine learning for the design of chemical engineering unit operations (https://chemengml.org/research-projects)
Research Interest
- Flow control
- Heat and mass transfer
- Flow through porous media
- Adjoint optimization
- Immersed boundary method
Journal Publications
2024
Machine learning for rapid discovery of laminar flow channel wall modifications that enhance heat transfer
Koide, Y.; Kaithakkal, A. J.; Schniewind, M.; Ladewig, B. P.; Stroh, A.; Friederich, P.
2024. APL Machine Learning, 2 (1), 016108. doi:10.1063/5.0187783
Koide, Y.; Kaithakkal, A. J.; Schniewind, M.; Ladewig, B. P.; Stroh, A.; Friederich, P.
2024. APL Machine Learning, 2 (1), 016108. doi:10.1063/5.0187783
Conference Contributions
2023
Heat transfer enhancement in laminar channel flow by machine learning guided shape optimization of wall geometry
Kaithakkal, A. J.; Koide, Y.; Schniewind, M.; Friederich, P.; Stroh, A.
2023. 17th International Heat Transfer Conference (IHTC 2023), Cape Town, South Africa, August 14–18, 2023
Kaithakkal, A. J.; Koide, Y.; Schniewind, M.; Friederich, P.; Stroh, A.
2023. 17th International Heat Transfer Conference (IHTC 2023), Cape Town, South Africa, August 14–18, 2023