Xiangyu Yin
@xyin-anlI am an Assistant Computational Scientist at Argonne and work at the intersection of computational imaging, artificial intelligence and scientific automation.
Language Breakdown
Lines of code distribution across 9 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Python
Collaboration Network
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Repos
29
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0
Growth
+18%
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Top Repositories
nodeology enables researchers—especially those without extensive programming experience—to quickly design and deploy full-stack AI workflows simply using prompt templates and existing functions.
This repository curates open-source models and related resources for the PXRD to crystal structure generation task.
State machine-based workflows for automated Transmission Electron Microscope (TEM) experiment control, built using the nodeology framework and Thermo Fisher's AutoScript interface
PSASimulator.jl is a Julia-based Pressure Swing Adsorption (PSA) simulation package for modeling gas separation processes, particularly CO₂ capture.
MapsTorch is a differentiable modeling package for automating X-ray fluorescence (XRF) analysis. It combines the physics-based MAPS model with PyTorch's automatic differentiation framework
MatOpt (Materials Design via Mathematical Optimization) is an Algebraic Modeling Language (AML) system specifically design to create Pyomo objects for optimization-based nanomaterials design.
Automated discovery, evolution, and tuning of ptychographic reconstruction regularization functions using Large Language Models (LLMs). The framework generates candidate regularization functions, executes and evaluates them, and maintains a history with compression and checkpointing.
Benchmark problems demonstrating the application of mathematical optimization to inorganic materials design problems
Observability, steering, and provenance dashboard for autonomous-research agents.
Larch: Applications and Python Library for Data Analysis of X-ray Absorption Spectroscopy (XAS, XANES, XAFS, EXAFS), X-ray Fluorescence (XRF) Spectroscopy and Imaging, and more.
Open Source Impact
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