A generalised deep learning-based surrogate model for homogenisation utilising material property encoding and physics-based bounds

por Nakka, Rajesh, Harursampath, Dineshkumar, Ponnusami, Sathiskumar A
Publicado 2023

Predictions of the mechanical properties of unidirectional fibre composites by supervised machine learning

por Pathan, M. V., Ponnusami, S. A., Pathan, J., Pitisongsawat, R., Erice, B., Petrinic, N., Tagarielli, V. L.
Publicado 2019

Exploiting nonlinearities through geometric engineering to enhance the auxetic behaviour in re-entrant honeycomb metamaterials

por Srivastava, Chetna, Bhola, Lalit, Mahesh, Vinyas, Guruprasad, P. J., Petrinic, Nik, Scarpa, Fabrizio, Harursampath, Dineshkumar, Ponnusami, Sathiskumar A.
Publicado 2023