Hemanth Janarthanam Nallani

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Active since

2023

Affiliations

Karlsruhe Institute of Technology(Current)

Hemanth Janarthanam Nallani is an author at Karlsruhe Institute of Technology specializing in deep learning, numerical simulation, and mechanical engineering.

Top concepts

EngineeringDeep LearningMachine LearningMultiscale ModelingNumerical SimulationMultiphysics ModelingMechanical EngineeringComputational MechanicsComputational Neuroscience

Publications per year

2023–2023

Publications

Neural Networks for Constitutive Modeling: From Universal Function Approximators to Advanced Models and the Integration of Physics

Johannes Dornheim, Lukas Morand, Hemanth Janarthanam Nallani et al. · Archives of Computational Methods in Engineering · 2023 · 64 citations · Full text

Engineering, Machine Learning, Mechanical Engineering +19

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