lamm-mit / MechAgentsLinks
Agent-based LLM modeling of mechanics problems
☆33Updated last year
Alternatives and similar repositories for MechAgents
Users that are interested in MechAgents are comparing it to the libraries listed below
Sorting:
- ☆35Updated last week
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆30Updated 11 months ago
- A GNN-based PDE solver without pre-computed data☆34Updated 3 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆34Updated last year
- Surrogate Modeling of the Aerodynamic Performance for Transonic Regime☆10Updated last year
- ☆41Updated last month
- ☆53Updated 4 months ago
- CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆56Updated 3 weeks ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆79Updated 10 months ago
- To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to…☆49Updated 2 years ago
- ☆32Updated 2 months ago
- The Senseiver: attention-based global field reconstruction from sparse observations☆27Updated 10 months ago
- ☆11Updated last year
- Rheology-informed Machine Learning Projects☆21Updated last year
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆20Updated last year
- ☆32Updated 3 years ago
- ☆90Updated 5 months ago
- Rethinking materials simulations: Blending DNS with Neural Operators☆20Updated last year
- Dimensionless learning codes for our paper called "Data-driven discovery of dimensionless numbers and governing laws from scarce measurem…☆39Updated last week
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆35Updated 2 years ago
- Neural SPH☆35Updated last year
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆103Updated last year
- Using PINN to predict cyclic voltammetry with knowledge of only boundary condition and diffusion law☆19Updated 6 months ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆36Updated this week
- ☆13Updated 3 years ago
- In this project I use the generated dataset of stress analysis results of FVM method to train a Convolutional Neural Netwrok (CNN) model …☆28Updated 7 years ago
- METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design☆16Updated 2 years ago
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆63Updated 3 years ago
- ☆46Updated 6 months ago
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Updated 5 years ago