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cs.CE2025
Efficient Multi-Objective Constrained Bayesian Optimization of Bridge Girder
Heine Havneraas Røstum, Joseph Morlier, Sebastien Gros +1
The buildings and construction sector is a significant source of greenhouse gas emissions, with cement production alone contributing 7~\% of global emissions and the industry as a…
cs.CE2024
Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics Simulations
Giovanni Catalani, Siddhant Agarwal, Xavier Bertrand +3
This paper presents a methodology to learn surrogate models of steady state fluid dynamics simulations on meshed domains, based on Implicit Neural Representations (INRs). The propo…