Menon, Karthik

1. Personalized and uncertainty-aware coronary hemodynamics simulations: From Bayesian estimation to improved multi-fidelity uncertainty quantification
   2024/09/03 by Menon, Karthik, Zanoni, Andrea, Khan, Owais +4 · 4 citations
   #Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Medical Physics (physics.med-ph) #Statistics Theory (math.ST) #and Science (cs.CE)
2. Improved multifidelity Monte Carlo estimators based on normalizing flows and dimensionality reduction techniques
   2023/12/19 by Zanoni, Andrea, Geraci, Gianluca, Salvador, Matteo +3 · 3 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
3. A Probabilistic Neural Twin for Treatment Planning in Peripheral Pulmonary Artery Stenosis
   2023/12/01 by Lee, John D., Richter, Jakob, Pfaller, Martin R. +8 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #Numerical Analysis (math.NA)
4. Query Attribute Modeling: Improving search relevance with Semantic Search and Meta Data Filtering
   2025/08/06 by Menon, Karthik, Haider, Batool Arhamna, Arham, Muhammad +3 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)