Reza Vaziri
Statistical and Nonlinear Physics · 2001–2020
A researcher in the Science corpus: 5 papers; trusts 6 researchers and is trusted by 4 researchers here, as inferred from the citation graph.
Subfields
- Statistical and Nonlinear Physics — 15 citations into it
- Artificial Intelligence — 8 citations into it
- AI for Physical Sciences — 7 citations into it
- Mechanics of Materials — 6 citations into it; #3,209 of 6,291 by trust here, #2,416 by citations
Whom Reza Vaziri trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Reza Vaziri overall
Papers from Reza Vaziri's perspective
Ordered by how strongly the researchers Reza Vaziri trusts endorse each paper. Same corpus, a different order for every researcher.
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Deep Learning
- TensorFlow: A system for large-scale machine learning
- Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
- Automatic differentiation in machine learning: a survey
- DGM: A deep learning algorithm for solving partial differential equations
- DeepXDE: A Deep Learning Library for Solving Differential Equations
- Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data
- Physics-Informed Neural Networks for Cardiac Activation Mapping
- Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data
Their papers
- Physics-Informed Neural Network for Modelling the Thermochemical Curing Process of Composite-Tool Systems During Manufacture (2020) — 303 citations
- Finite element modelling of the progressive crushing of braided composite tubes under axial impact (2010) — 161 citations
- A physically based continuum damage mechanics model for thin laminated composite structures (2003) — 197 citations
- A Plane Strain Model for Process-Induced Deformation of Laminated Composite Structures (2001) — 290 citations
- Application of a damage mechanics model for predicting the impact response of composite materials (2001) — 171 citations