battery-research

A class based Python interface for communication and control of Maccor cyclers via Macnet.

A module for extracting, transforming, and loading battery cycler data to a database.

A class based Python interface for communication and control of Arbin cyclers via CTI.

Reward ： CT-8002S-5V100mA-CV (Battery Test Equipment)-see #1

VoltPeer · 电研搭子：面向电池科研的开源 AI Skill。科研绘图、Figure 拼版、机理图、数据导入、论文写作、提纲规划与润色。搭配 DeepSeek Harness、Codex 等 AI 助手使用。

Codex skill for revising battery and materials-science prose without claim drift.

🏆 First Place - MIT Energy & Climate Hack 2023. LLM-powered framework that helps battery researchers optimize material selection and supply chains through natural language questions and Gurobi optimization.

Streamlit dashboard for scholarly metadata search, enrichment, theme analysis, narrative review, and export.

Local AI-assisted scientific literature monitoring pipeline using Python, FastAPI, n8n, Ollama, Crossref, Semantic Scholar, and arXiv for automated research feed generation, AI summarization, BibTeX/RIS export, and email digests.

Translucent is the intelligence layer between scientific observations and physical experiments. It reads what the lab measured, learns how the system behaves and designs the next experiment, accelerating discovery in frontier materials and energy research.

NLP-to-simulation pipeline that extracts lithium-ion battery parameters from scientific literature, validates them against published data, and runs reproducible PyBaMM simulations.

Academic website of Bogdan-Adrian Enache (Bogdan Enache), Associate Professor at POLITEHNICA Bucharest: electrical engineering, research, publications and teaching.

Automated data curation and physical feature engineering for the NSR 2022 battery study. Bridging atomistic physics with structured informatics.

Igor Pro macro for cyclic voltammetry analysis of BioLogic EC-Lab data, featuring cycle-wise plots, statistics, and oxidation/reduction onset potential estimation.