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Nazanin Ahmadi Daryakenari — most-cited papers & profile · AI for Science
← authors
·
overview
Nazanin Ahmadi Daryakenari
6
papers ·
45
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
CMINNs: Compartment Model Informed Neural Networks -- Unlocking Drug Dynamics
2024 · 17 citations
From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning
2024 · 14 citations
State-space models are accurate and efficient neural operators for dynamical systems
2024 · 11 citations
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification
2023 · 3 citations
Curvature-Aware Optimization for High-Accuracy Physics-Informed Neural Networks
2026
Spectral bias in physics-informed and operator learning: Analysis and mitigation guidelines
2026
Top co-authors
George Em Karniadakis
· 2
Vivek Oommen
· 2
Alan John Varghese
· 1
Anas Jnini
· 1
Chenxi Wu
· 1
Elham Kiyani
· 1
George Em Karniadakis
· 1
George Em Karniadakis
· 1
George Em Karniadakis
· 1
George Karniadakis
· 1
Johannes Muller
· 1
Jorge F. Urban
· 1
Topics
Physics ML
Math & Equations
Drug Discovery
Medical AI