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1. fea-rom-computation-suite fea-rom-computation-suite Public

   From-scratch finite element analysis (fea_engine) and reduced-order modeling (rom_engine) in Python: NumPy/SciPy core with optional PyTorch/GPU, linear and nonlinear solvers, POD/Galerkin, balanced…

   Python 1

2. Advance_Rag_LangGraph_Ollama_HFace Advance_Rag_LangGraph_Ollama_HFace Public

   This project is a complete local RAG system for answering questions over document collections such as PDFs. It indexes documents, builds vector search indexes, routes queries to the right retrieval…

   Python 1

3. Adavance_Rag_LangChain_Ollama_HuggingFace Adavance_Rag_LangChain_Ollama_HuggingFace Public

   The project turns research papers and lecture PDFs into a searchable knowledge base. When a user asks a question, the system finds the most relevant document chunks and uses those chunks as context…

   Python 1

4. QLoRA-llm-finetuning-local QLoRA-llm-finetuning-local Public

   This project fine-tunes a small instruction model locally using Unsloth, HuggingFace, and QLoRA. It is designed for low-VRAM GPUs.

   Python 3

5. domain_transfer_SHM domain_transfer_SHM Public

   A deep learning-based domain adaptation framework that bridges the gap between Finite Element (FE) simulated data and experimental vibration measurements for debonding detection in stiffened plates.

   Python 1

6. CTD-Event-Detection-Time-Series-Correlation-Analysis CTD-Event-Detection-Time-Series-Correlation-Analysis Public

   The script ``Corr_bw_TSs_data_class.py`` is a Python program designed for analyzing time-series data, particularly focusing on correlations between various parameters and N2_RATE.

   Python 1