elastropy

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Elastropy is a training and learning platform focused on advanced AI/ML and Scientific Computing for engineers, researchers and technical teams. We create in...

Latest Videos

Stop Asking AI to Write Code First Blueprint Workflow for PINNs

Can GitHub Copilot Build a Real PINN from Scratch (Step-by-Step Demo)

AI Powered PINNs Development Environment Setup using GitHub Copilot

PINNs vs Neural Operators Build DeepONet from Scratch

Time-Marching PINNs Learning Dynamics Instead of Solutions

Open WebUI Tool Servers Explained FastAPI Currency Converter Demo Standalone Tool vs Tool Server

Open WebUI Tool Development From Scratch Build & Use an ArXiv Search Tool

Open WebUI Tools Explained How LLMs Use Tools + Build a Currency Converter Tool

Query Decomposition + Fusion RAG Explained Balanced Context and Better Retrieval

HyDE RAG Explained Hypothetical Document Embeddings for Better Retrieval

Building Agentic RAG from Scratch — Complete Guide to Turning Research Papers into Code

Integrate LangChain Powered RAG Bot with Open WebUI Build Your Own ChatGPT with Your PDFs

GPT-Powered Automatic Quiz Generation & Deployment via Google Forms + Apps Script

Semantic Search App with Embeddings Build AI-Powered Product Search using FAISS & Streamlit

Build a Free Speech-to-Text App with OpenAI Whisper and Streamlit – No API Keys Needed - 100% Free!

Ask Your PDFs Anything with AI (RAG Tutorial) Build Your Own ChatGPT for Documents

Inverse PINNs for Coupled ODEs Estimate Multi Solution and Multi Unknown Parameters Simultaneously

Inverse Burgers' Equation Simultaneous Solution & Viscosity Parameter Estimation Using PINNs

DeepXDE Tutorial #9 Solving Nonlinear System of PDEs Schrödinger Equation with PINNs PyTorch

DeepXDE Tutorial #8 Mastering Callbacks to Automate & Visualize Neural Network Training Predictions

DeepXDE Tutorial #7 Master Solving System of ODEs with PINNs Using DeepXDE

DeepXDE Tutorial #6 Master Solving Burgers Equation with PINNs Using DeepXDE

DeepXDE Tutorial #5 Mastering the Error() Method – Residuals & Gradients in PINNs

DeepXDE Tutorial #4 Solving the Euler Beam Equation with Custom Boundary Conditions

DeepXDE Tutorial #3 Robin and Periodic Boundary Conditions

DeepXDE Tutorial #2 Setting Up ODEsPDEs & Boundary Conditions with Jacobian and Hessian

DeepXDE Tutorial #1 DeepXDE Setup and Overview Physics Informed Neural Networks

Physics Informed Neural Networks (PINNs) Solving the Burgers Equation Step-by-Step Tutorial

Physics Informed Neural Networks (PINNs) for Solving System of ODEs - A Beginner's Tutorial

Solving Newton's Law of Cooling with Physics Informed Neural Networks (PINNs)