M. Ortíz
- A finite element method for localized failure analysis
1987/03/01 by Michael Ortiz, M. Ortíz, Yves Leroy +3 · 7 citations
Engineering · #Metal Forming Simulation Techniques #Numerical methods in engineering #Advanced Surface Polishing Techniques
- Data-Driven multiscale modeling in mechanics
2020/11/20 by K. Karapiperis, Konstantinos Karapiperis, L. Stainier +5 · 13 citations
Engineering · #Drilling and Well Engineering #Rock Mechanics and Modeling #Hydraulic Fracturing and Reservoir Analysis
- Data-Driven Computing in Dynamics
2017/06/09 by Trenton Kirchdoerfer, M. Ortíz, Kirchdoerfer, Trenton +1 · 5 citations
Computer Science · Physics and Astronomy · #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Advanced Thermodynamics and Statistical Mechanics
- Three‐dimensional cohesive modeling of dynamic mixed‐mode fracture
2001/07/09 by Gonzalo Ruiz, Anna Pandolfi, Michael Ortiz +1 · 6 citations
Engineering · #Numerical methods in engineering #Rock Mechanics and Modeling #Structural Response to Dynamic Loads
- Continual State Representation Learning for Reinforcement Learning using Generative Replay
2018/10/09 by Hugo Caselles-Dupré, Caselles-Dupré, Hugo, M. Ortíz +3 · 5 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics
- Homogenization and continuum limit of mechanical metamaterials
2024/03/18 by M.P. Ariza, Sergio Conti, Ariza, M. P. +3 · 3 citations
Engineering · Computer Science · #Fluid Dynamics Simulations and Interactions #Cellular and Composite Structures #Contact Mechanics and Variational Inequalities
- Fracture and size effect in mechanical metamaterials
2024/06/26 by Jacinto Ulloa, Ulloa, J., M.P. Ariza +5 · 2 citations
Engineering · Materials Science · #Applied Physics (physics.app-ph) #Classical Physics (physics.class-ph) #FOS: Physical sciences #Fluid Dynamics Simulations and Interactions #High-Velocity Impact and Material Behavior #Transportation Safety and Impact Analysis
- Multiscale modeling of materials: Computing, data science,uncertainty\n and goal-oriented optimization
2021/04/12 by Nikola Kovachki, Kovachki, Nikola, Burigede Liu +11 · 1 citation
Chemical Engineering · Materials Science · #Advanced ceramic materials synthesis #Catalysis and Oxidation Reactions #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Data-Driven Games in Computational Mechanics
2023/05/26 by Kerstin Weinberg, Laurent Strainier, Weinberg, Kerstin +5 · 2 citations
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Advanced machining processes and optimization #Advanced Measurement and Metrology Techniques