Francisco Javier Montáns

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Maximum Entropy

Optimization Algorithm

Machine Learning Approaches

Top Venues

Comput. Methods Programs Biomed.

Adv. Eng. Softw.

Publications

Luis Saucedo-Mora, Miguel Angel Sanz, Francisco Javier Montáns, José María Benítez
A simple agent-based hybrid model to simulate the biophysics of glioblastoma multiforme cells and the concomitant evolution of the oxygen field. Comput. Methods Programs Biomed. 246 (2024)
Ismael Ben-Yelun, Víctor Riera, Luis Saucedo-Mora, Miguel Angel Sanz, Francisco Javier Montáns
An elastic properties-based topology optimization algorithm for linear orthotropic, functionally graded materials. CoRR (2023)
Ismael Ben-Yelun, Luis Irastorza-Valera, Luis Saucedo-Mora, Francisco Javier Montáns, Francisco Chinesta
On the data-driven description of lattice materials mechanics. CoRR (2023)
Ismael Ben-Yelun, Miguel Diaz-Lago, Luis Saucedo-Mora, Miguel Angel Sanz, Ricardo Callado, Francisco Javier Montáns
Self-learning locally-optimal hypertuning using maximum entropy, and comparison of machine learning approaches for estimating fatigue life in composite materials. CoRR (2022)
José María Benítez, Luis García-Mozos, Anastasio Santos, Francisco Javier Montáns, Luis Saucedo-Mora
A simple agent-based model to simulate 3D tumor-induced angiogenesis considering the evolution of the hypoxic conditions of the cells. Eng. Comput. 38 (5) (2022)
Víctor Jesús Amores, José María Benítez, Francisco Javier Montáns
Average-chain behavior of isotropic incompressible polymers obtained from macroscopic experimental data. A simple structure-based WYPiWYG model in Julia language. Adv. Eng. Softw. 130 (2019)
Francisco Javier Montáns, Francisco Chinesta, Rafael Gómez-Bombarelli, J. Nathan Kutz
Complex Algorithms for Data-Driven Model Learning in Science and Engineering. Complex. 2019 (2019)