Physics Informed Neural Network constrained to follow Gibbs Free Energy Equation
☆20Jul 7, 2025Updated last year
Alternatives and similar repositories for ThermoLearn
Users that are interested in ThermoLearn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Semi-Supervised Anomaly Detection and Supervised Regression Approaches for Poisson's Ratio Prediction☆10May 7, 2025Updated last year
- Examples for the TB2J code☆23Oct 9, 2025Updated last year
- 3D Vertex Model☆10Updated this week
- Contains Jupyter notebooks and other materials prepared for the course Numerical Methods offered at TIFR Hyderabad (https://moldis-group.…☆13Dec 26, 2022Updated 3 years ago
- Simulates vertex model with an additional motility force☆10Mar 21, 2017Updated 9 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.
- Spreadsheet with source code for thermophysical fluid properties: Psychrometrics, Gases, Water, Antifreeze coolants, Refrigerants, Pipe/d…☆12Apr 27, 2026Updated 6 months ago
- vertex model implementation to simulate biological tissue in 3D☆12Oct 17, 2021Updated 5 years ago
- MIT Orbital Capacity Assessment Toolbox MC for the LEO environment☆21Jul 8, 2026Updated 3 months ago
- A machine-learning excess Gibbs energy model that enables the prediction of phase equilibria (VLE and LLE) in multi-component mixtures.☆20May 7, 2026Updated 5 months ago
- A toolchain-augmented multi-agent framework for PDE solving☆17Dec 21, 2025Updated 10 months ago
- ☆13Feb 1, 2025Updated last year
- Chemprop model incorporating the Arrhenius equation at the output to add physics to predictions☆12Aug 15, 2023Updated 3 years ago
- Introducing AlloyBERT: a transformer encoder-based model for predicting alloy properties from textual inputs. Leveraging RoBERTa and self…☆13Aug 5, 2024Updated 2 years ago
- ☆19Apr 5, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Interactive, particle-based physics, chemistry and biology modeling and simulation environment☆29Jul 14, 2025Updated last year
- DuBE: Duple-balanced Ensemble Learning from Skewed Data☆10Oct 31, 2022Updated 4 years ago
- Benchmark of crystal structure prediction algorithms☆16Jun 9, 2025Updated last year
- GPU-accelerated simulations of Voronoi and vertex models of cells. Initial version published in Computer Physics Communications: https://…☆27Jul 10, 2025Updated last year
- ☆42Jun 17, 2022Updated 4 years ago
- ☆10Jul 30, 2025Updated last year
- ☆16Sep 11, 2026Updated last month
- A Scala library for undersampling in imbalanced classification.☆17Jun 25, 2018Updated 8 years ago
- Code samples are modified for Michael Nielsen's book Neural Networks and Deep Learning by python 3.x☆42Dec 25, 2016Updated 9 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆14Aug 22, 2025Updated last year
- A Python package for adding uncertainties to neural network models of chemical systems.☆27Jul 5, 2022Updated 4 years ago
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆14Oct 14, 2024Updated 2 years ago
- predicting charges on MOF atoms via a message passing MOFs☆24Aug 18, 2020Updated 6 years ago
- Machine learning package for data-driven modeling and simulation of particle systems, materials, and complex fluids (interfaces with LAMM…☆10Apr 7, 2026Updated 6 months ago
- CrysXPP: An Explainable Property Predictor for Crystalline Materials (NPJ Computational Materials - 2022)☆21Jul 4, 2023Updated 3 years ago
- Newton–Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems☆11Oct 19, 2023Updated 3 years ago
- Text-to-Material☆12Nov 25, 2025Updated 11 months ago
- Code for the paper "Data-driven particle dynamics: Structure-preserving coarse-graining for emergent behavior in non-equilibrium systems"…☆12Jul 27, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Predicting Synthesis Recipes of Inorganic Crystal Materials using Elementwise Template Formulation☆11Apr 19, 2024Updated 2 years ago
- ☆12Nov 28, 2023Updated 2 years ago
- ☆11Jul 9, 2021Updated 5 years ago
- Small algorithm for getting Antoine's coefficient to calculate vapor pressure from NIST web book.☆12May 30, 2021Updated 5 years ago
- Computational materials science workflow management in Python☆14Updated this week
- Implementation for NeurIPS 2025 paper "Retro-R1: LLM-based Agentic Retrosynthesis"☆15Dec 3, 2025Updated 11 months ago
- Code for reviewers☆12Oct 8, 2024Updated 2 years ago