Rheology-informed Machine Learning Projects
☆24Apr 8, 2024Updated 2 years ago
Alternatives and similar repositories for RhINNs
Users that are interested in RhINNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Python package for modeling linear viscoelasticity with fractional rheology models☆24Feb 3, 2026Updated 4 months ago
- Python library for Differential Dynamic Microscopy analysis☆14May 5, 2026Updated last month
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆21Dec 23, 2022Updated 3 years ago
- Graph Convolutional Networks for Unstructured Flow Fields☆14Sep 5, 2022Updated 3 years ago
- Code and results for Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables☆16Sep 29, 2022Updated 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.
- Physics Informed Neural Network (PINN) for a projectile motion.☆14Jul 16, 2020Updated 5 years ago
- ☆13Feb 27, 2023Updated 3 years ago
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated last year
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆17Nov 1, 2022Updated 3 years ago
- Lecture notes and jupyter notebooks for the CCA fluid dynamics Summer school.☆14Jul 31, 2023Updated 2 years ago
- Python package for automatically superimposing data sets to create a master curve, using Gaussian process regression and maximum a poster…☆12Feb 20, 2023Updated 3 years ago
- Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechan…☆14Aug 18, 2023Updated 2 years ago
- polyVERSE is a comprehensive repository of informatics-ready datasets curated by the Ramprasad Group.☆38Updated this week
- Application of Graph Neural Networks to predict material properties from their microstructures.☆21Nov 18, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Physics informed neural network for learning seepage flow models☆21May 3, 2023Updated 3 years ago
- ☆98Nov 25, 2024Updated last year
- Data and code for graph neural network accelerated molecular dynamics☆44Feb 15, 2022Updated 4 years ago
- Analysis of different kinds of shuffles☆13Aug 1, 2018Updated 7 years ago
- Some Jupyter Notebooks I am creating for the course Applied Elasticity at IIT Kharagpur☆17Oct 20, 2020Updated 5 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆26May 30, 2023Updated 3 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆67Feb 20, 2020Updated 6 years ago
- mordred web interface☆17Dec 9, 2022Updated 3 years ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆28Sep 30, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Simulating Nonlinear Frequency Division Multiplexing in Python☆17Mar 1, 2024Updated 2 years ago
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 5 years ago
- The MDAnalysis Toolkits Registry☆19Jun 25, 2026Updated last week
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient condition…☆32Jun 11, 2026Updated 2 weeks ago
- Physics-informed learning of governing equations from scarce data☆170Jul 19, 2023Updated 2 years ago
- Physics-informed neural networks for the Richardson-Richards equation☆32Sep 17, 2020Updated 5 years ago
- keras-regression-cnns☆11Dec 23, 2019Updated 6 years ago
- Using deep reinforcement learning for refining meshes in computational fluid dynamics☆31Aug 7, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- We propose Deep Kronecker Neural Network, which is a general framework for neural networks with adaptive activation functions. In particu…☆14Feb 1, 2023Updated 3 years ago
- The official Python library for the Log-hub API☆19Oct 27, 2025Updated 8 months ago
- Thermodynamics-based Artificial Neural Networks☆33Apr 5, 2023Updated 3 years ago
- Matlab functions for the modeling of flow-induced fiber orientation and mechanical properties in discontinuous-fiber composite materials.☆26Jun 20, 2022Updated 4 years ago
- ☆27Aug 4, 2024Updated last year
- Advanced Coarse-Grained Membrane Simulation☆17Jun 16, 2026Updated 2 weeks ago
- Expreriments with Nitsche method of setting boundary conditions in FEniCS☆23Jun 16, 2014Updated 12 years ago