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https://sumo.ilabt.imec.be/ Home | SUrrogate MOdeling Lab surrogate modeling lab https://more2024.sciencesconf.org/ Model Reduction and Surrogate Modeling (MORe2024) - Sciencesconf.org surrogate modeling reduction sciencesconf https://openreview.net/forum?id=ViFTWelHVZ Efficient Activation Function Optimization through Surrogate Modeling | OpenReview Carefully designed activation functions can improve the performance of neural networks in many machine learning tasks. However, it is difficult for humans to... activation function surrogate modeling efficient optimization openreview https://arxiv.org/abs/2509.04651 [2509.04651] Sensitivity-Driven Adaptive Surrogate Modeling for Simulation and Optimization of... Abstract page for arXiv paper 2509.04651: Sensitivity-Driven Adaptive Surrogate Modeling for Simulation and Optimization of Dynamical Systems simulation and optimization surrogate modeling https://www.seattlechildrens.org/research/research-studies-clinical-trials/current-studies/all/modeling-mortality-in-duchenne-muscular-dystrophy-cardiomyopathy-identification-of-surrogate-outcome-measures-for-dmd-drug-trials-study00004796/ Modeling Mortality in Duchenne Muscular Dystrophy Cardiomyopathy: Identification of Surrogate... To create a comprehensive cohort of DMD/BMD/MDC patients and model the progression of CM. To determine cardiovascular measures that are associated... duchenne muscular dystrophy modeling mortality cardiomyopathy identification https://www.osti.gov/biblio/2432642 Experimental and Kinetic modeling of soot formation in counterflow flames of surrogate fuel... kinetic modeling https://openreview.net/forum?id=wTAvTMTTb9 VehicleSDF: A 3D generative model for constrained engineering design via surrogate modeling |... A main challenge in mechanical design is to efficiently explore the design space while satisfying engineering constraints. This work explores the use of 3D... a 3d generative model https://openreview.net/forum?id=Xx1m8JumUeV&referrer=%5Bthe%20profile%20of%20Han%20Gao%5D(%2Fprofile%3Fid%3D~Han_Gao3) Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation... Numerical simulations on fluid dynamics problems primarily rely on spatially or/and temporally discretization of the governing equation using polynomials into... https://arxiv.org/abs/2604.14240 [2604.14240] Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art... Abstract page for arXiv paper 2604.14240: Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on... https://www.mdpi.com/1996-1944/15/14/4776 CO2-Optimization of Post-Tensioned Concrete Slab-Bridge Decks Using Surrogate Modeling This paper deals with optimizing embedded carbon dioxide (CO2) emissions using surrogate modeling, whether it is the deck of a post-tensioned cast-in-place... post tensioned concrete