Publications

Luis Mandl, Somdatta Goswami, Lena Lambers, and Tim Ricken. Separable physics-informed DeepONet: Breaking the curse of dimensionality in physics-informed machine learning. Computer Methods in Applied Mechanics and Engineering, (434):117586, 2025. [PUMA: PN2 PN2-2 atlas exc2075 hybrid-mor isd myown qualiperf rg-ml updated] URL

O. Arasteh-Khoshbin, Seyed Morteza Seyedpour, Luis Mandl, Lena Lambers, and Tim Ricken. Comparing durability and compressive strength predictions of hyperoptimized random forests and artificial neural networks on a small dataset of concrete containing nano SiO2 and RHA. European Journal of Environmental and Civil Engineering, 1–20, Taylor & Francis, September 2024. [PUMA: EXC2075 PN2 PN2-2 isd myown rg-expmech-enveng rg-ml simliva]

Hans‐Michael Tautenhahn, Tim Ricken, Uta Dahmen, Luis Mandl, Laura Bütow, Steffen Gerhäusser, Lena Lambers, Xinpei Chen, Elina Lehmann, Olaf Dirsch, and Matthias König. SimLivA–Modeling ischemia‐reperfusion injury in the liver: A first step towards a clinical decision support tool. GAMM-Mitteilungen, Wiley, January 2024. [PUMA: EXC2075 PN2 atlas biomechanics isd liver myown qualiperf rg-compbio simliva transplantation updated] URL