Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)
☆11May 19, 2021Updated 4 years ago
Alternatives and similar repositories for SGD
Users that are interested in SGD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reliability-based Topology Optimization☆20Jun 17, 2019Updated 6 years ago
- Code to mesh, execute topology optimization, and evaluate results for an irregular shaped pressure vessel☆12May 26, 2020Updated 5 years ago
- Simultaneous Optimization of Size, Shape and Topology without Ground Structure by Genetic Algorithms☆15Feb 17, 2015Updated 11 years ago
- TOPDyn: Python-based Topology Optimization procedure for time-harmonic vibration problems☆16Feb 17, 2022Updated 4 years ago
- An Efficient Gradient Projection Method for Structural Topology Optimization☆15Jul 14, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- explicit topology optimization☆16Oct 3, 2018Updated 7 years ago
- Topology optimization using images to control load, support and passive elements☆14Nov 29, 2017Updated 8 years ago
- Topology optimization☆30Feb 27, 2024Updated 2 years ago
- Topology Optimization under Uncertainty (TOuU)☆17Feb 13, 2019Updated 7 years ago
- this is a temporary repository for openmdao+SIMP to be shared☆17Oct 23, 2019Updated 6 years ago
- Topology optimization for plain stress problem in Matlab. Using Hyperworks to prepare the model and view results.☆10Feb 7, 2019Updated 7 years ago
- MATLAB codes for efficient 3-D topology optimization, using multigrid CG, approximate sensitivity analysis, recycling precoditioners☆42Jul 1, 2019Updated 6 years ago
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Aug 19, 2022Updated 3 years ago
- Matlab code for Topology Optimization using the UNsmooth VARiational Topology OPtimization (UnVarTop) method☆22Nov 9, 2020Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- GGP Matlab code☆14Apr 28, 2020Updated 5 years ago
- Subject files and solutions to the mini-course "An introduction to shape and topology optimization"☆24Jul 31, 2019Updated 6 years ago
- initial☆14Apr 8, 2019Updated 6 years ago
- ☆19May 26, 2021Updated 4 years ago
- AeroTop: an efficient aerodynamic topology optimization framework☆13Apr 1, 2022Updated 3 years ago
- ☆14Nov 29, 2021Updated 4 years ago
- Source code for paper "A Marker-and-Cell Method for Large-Scale Flow-Based Topology Optimization on GPU"☆10Feb 26, 2022Updated 4 years ago
- Nathan Brown- PhD Research on Engineering Design Using Reinforcement Learning with an emphasis on Material Structure and Metamaterial Des…☆11Sep 26, 2022Updated 3 years ago
- Repository for Sharing the Code Sets for "Topology Optimization with Advanced CNN using Mapped Physics-based Data."☆11Jan 6, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Maximum-rectifier-function approach for stress-based topology optimization☆11Sep 22, 2022Updated 3 years ago
- HoneyTop90: A 90-line MATLAB code for topology optimization using honeycomb tessellation☆10May 27, 2023Updated 2 years ago
- Repo for Li, Kafka, Gao et al 2019 "Clustering discretization methods for generation of material performance databases in machine learni…☆14May 27, 2019Updated 6 years ago
- This matlab code accompanies the paper "Efficient stress-constrained topology optimization using inexact design sensitivities", published…☆33May 27, 2021Updated 4 years ago
- ☆11Jan 24, 2022Updated 4 years ago
- Image-based Initialization and Post-Processing code for Topology Optimization☆34Feb 4, 2024Updated 2 years ago
- Matlab codes for hotspot analysis to avoid overheating in Topology optimization for Additive Manufacturing☆12Dec 12, 2025Updated 3 months ago
- An open Matlab source provided a new multiscale topology optimization approach for the direct and simultaneous design of lattice material…☆11Aug 23, 2022Updated 3 years ago
- Example Python code using FEniCS and dolfin.adjoint to accompany SMO paper on topology optimisation for heat sinks with embedded PCM.☆10Aug 22, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆13Aug 28, 2023Updated 2 years ago
- Mapping, Radial Basis Function, RBF, FSI☆12May 17, 2020Updated 5 years ago
- Reparameterizing Engineering Designs for Augmented Multi-objective Optimization☆10Feb 18, 2023Updated 3 years ago
- Fast Uncertainty wrapper for any Python callable.☆12Jul 6, 2023Updated 2 years ago
- This project contains topology optimization of structure with SIMP and multiscale opitimization of both structure and materials with AH…☆63Jun 13, 2018Updated 7 years ago
- A differentiable finite element analysis solver for structural optimization based on JAX☆40Dec 22, 2025Updated 3 months ago
- Multifidelity aeroelastic optimization with application to a BWB☆13Jun 19, 2021Updated 4 years ago