René's URL Explorer Experiment


Title: mahynski (Nathan A. Mahynski) · GitHub

Open Graph Title: mahynski - Overview

X Title: mahynski - Overview

Description: Principal AI Scientist @altamiracorp | ex-NIST @usnistgov | Ph.D. @princeton - mahynski

Open Graph Description: Principal AI Scientist @altamiracorp | ex-NIST @usnistgov | Ph.D. @princeton - mahynski

X Description: Principal AI Scientist @altamiracorp | ex-NIST @usnistgov | Ph.D. @princeton - mahynski

Mail addresses
nathan.mahynski@gmail.com

Opengraph URL: https://github.com/mahynski

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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og:image:altPrincipal AI Scientist @altamiracorp | ex-NIST @usnistgov | Ph.D. @princeton - mahynski
og:site_nameGitHub
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@altamiracorphttps://github.com/altamiracorp
@usnistgovhttps://github.com/usnistgov
@princetonhttps://github.com/princeton
19 followers https://github.com/mahynski?tab=followers
52 following https://github.com/mahynski?tab=following
https://orcid.org/0000-0002-0008-8749https://orcid.org/0000-0002-0008-8749
in/nathanmahynskihttps://www.linkedin.com/in/nathanmahynski/
https://huggingface.co/mahynskihttps://huggingface.co/mahynski
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x2https://patch-diff.githubusercontent.com/mahynski?achievement=pull-shark&tab=achievements
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blocking usershttps://docs.github.com/articles/blocking-a-user-from-your-personal-account
reporting abusehttps://docs.github.com/articles/reporting-abuse-or-spam
Report abusehttps://patch-diff.githubusercontent.com/contact/report-abuse?report=mahynski+%28user%29
Overview https://patch-diff.githubusercontent.com/mahynski
Repositories 15 https://patch-diff.githubusercontent.com/mahynski?tab=repositories
Projects 0 https://patch-diff.githubusercontent.com/mahynski?tab=projects
Packages 0 https://patch-diff.githubusercontent.com/mahynski?tab=packages
Stars 351 https://patch-diff.githubusercontent.com/mahynski?tab=stars
Overviewhttps://patch-diff.githubusercontent.com/mahynski
Repositorieshttps://patch-diff.githubusercontent.com/mahynski?tab=repositories
Projectshttps://patch-diff.githubusercontent.com/mahynski?tab=projects
Packageshttps://patch-diff.githubusercontent.com/mahynski?tab=packages
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mahynskihttps://patch-diff.githubusercontent.com/mahynski/mahynski
https://github.com/mahynski
https://patch-diff.githubusercontent.com/mahynski#a-brief-bio
Altamira Technologies Corporationhttps://www.altamiracorp.com/
@NISThttps://www.nist.gov/
Libraryhttps://github.com/mahynski/ai-ml-library/blob/main/README.md
Templatehttps://github.com/mahynski/template-uv-project
Agentic AIhttps://github.com/mahynski/template-uv-agents
Finetuninghttps://github.com/mahynski/template-finetuning
AutoMLhttps://github.com/mahynski/template-automl
PIMLhttps://github.com/mahynski/template-pinn
CSPhttps://github.com/mahynski/template-csp
Deep-GIShttps://github.com/mahynski/template-gis
https://code.visualstudio.com/
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https://ubuntu.com/
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https://github.com/mahynski
https://jeffkreeftmeijer.com/git-flow/
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https://about.codecov.io/
https://docs.pytest.org/en/stable/
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https://www.w3schools.com/cpp/default.asp
https://www.python.org/
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https://www.geeksforgeeks.org/introduction-linux-shell-shell-scripting/
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https://us-east-2.console.aws.amazon.com/console/home?region=us-east-2
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https://keras.io/
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https://pytorch.org/
https://lightning.ai/docs/pytorch/stable/
https://auto.gluon.ai/stable/index.html
https://huggingface.co/mahynski
https://unsloth.ai
https://deepchem.io/
https://openrouter.ai/
https://claude.ai/
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https://lmstudio.ai/
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https://app.linkup.so/sign-in?destination=%2Fhome
https://wandb.ai/nathan-mahynski
https://mlflow.org
https://app.phoenix.arize.com/
https://numpy.org/
https://scipy.org/
https://pandas.pydata.org/
https://matplotlib.org/
https://plotly.com/
https://share.streamlit.io/
https://panel.holoviz.org
https://bokeh.org/
https://drive.google.com/drive/my-drive
https://arxiv.org/
https://www.mendeley.com/reference-manager/library/all-references
https://excalidraw.com/
https://draculatheme.com/
https://music.apple.com/us/new
https://patch-diff.githubusercontent.com/mahynski#previous-work
PyChemAuthhttps://pychemauth.readthedocs.io/en/latest/index.html
Chemometric Carpentryhttps://github.com/mahynski/chemometric-carpentry
STARLINGrthttps://starlingrt.readthedocs.io/en/latest/
FINCHnmrhttps://finchnmr.readthedocs.io/
Escherized Colloidshttps://github.com/usnistgov/escherized-colloids
Auto Prompt Optimizationhttps://github.com/mahynski/apo
https://huggingface.co/spaces/mahynski/RAG-private
RAG Data Extractionhttps://huggingface.co/spaces/mahynski/RAG
CD2https://github.com/mahynski/cd2
PyPI Templatehttps://github.com/mahynski/my_package
PyChemAuthhttp://pychemauth.readthedocs.io
exploratory data analysishttps://pychemauth.readthedocs.io/en/latest/jupyter/api/eda.html
model optimization and comparisonhttps://pychemauth.readthedocs.io/en/latest/jupyter/api/comparing_pipelines.html
public distributionhttps://pychemauth.readthedocs.io/en/latest/jupyter/api/sharing_models.html
workshophttps://pychemauth.readthedocs.io/en/latest/carpentry.html
API Exampleshttps://pychemauth.readthedocs.io/en/latest/examples.html
stable isotopehttps://www.nist.gov/programs-projects/isotope-metrology
https://patch-diff.githubusercontent.com/mahynski#tldr
https://github.com/mahynski/chemometric-carpentry/blob/d3cb60b896c6ce7959379a56352579be5441b5a7/logo.png
https://patch-diff.githubusercontent.com/mahynski#products
PyChemAuthhttps://pychemauth.readthedocs.io/en/latest/index.html
short coursehttps://github.com/mahynski/chemometric-carpentry
Trace Element Correlation Explorer Demohttps://chemometric-carpentry-periodic-table.streamlit.app/
SITE database @NISThttp://callisto.nist.gov/site-web-interface-dev/dev/
Predicting fluid phase thermodynamic propertieshttps://www.nist.gov/programs-projects/machine-learning-fluid-equations-state
https://patch-diff.githubusercontent.com/mahynski#tldr-1
https://github.com/mahynski/mahynski/blob/e38576bb7883ade69a3433ac7f24f735daa23bbd/img/extrap.png
"Thermodynamic extrapolation"https://gist.github.com/mahynski/2533b0d5f39348e73d09b0a2bcfa33e8
othershttps://github.com/usnistgov/thermoextrap
NIST Accoladehttps://doi.org/10.18434/mds2-2288
https://patch-diff.githubusercontent.com/mahynski#products-1
thermoextraphttps://github.com/usnistgov/thermoextrap
FEASSThttps://github.com/usnistgov/feasst
"Development of SAFT-Based Coarse-Grained Models of Carbon Dioxide and Nitrogen,"https://doi.org/10.1021/acs.jpcb.5c00536
Industrial Fluid Properties Simulation Challengehttp://fluidproperties.org/
https://patch-diff.githubusercontent.com/mahynski#selected-publications
"Predicting low-temperature free energy landscapes with flat-histogram monte carlo methods,"http://dx.doi.org/10.1063/1.4975331
"Predicting structural properties of fluids by thermodynamic extrapolation,"https://doi.org/10.1063/1.5026493
"Flat-histogram monte carlo as an efficient tool to evaluate adsorption processes involving rigid and deformable molecules,"https://doi.org/10.1021/acs.jctc.8b00534
"Flat-histogram extrapolation as a useful tool in the age of big data,"https://doi.org/10.1080/08927022.2020.1747617
Authenticating food labelinghttps://www.nist.gov/programs-projects/machine-learning-predict-food-provenance
https://patch-diff.githubusercontent.com/mahynski#tldr-2
https://github.com/mahynski/mahynski/blob/8864cf2f242ab68329345da9b46cfa8eee12edf5/img/food_authenticity_logo.png
https://patch-diff.githubusercontent.com/mahynski#publications
Collection of datasets and models on HuggingFace.https://huggingface.co/collections/mahynski/food-authenticity-66fb5fa3ecfbd9538190f2f8
"Comparing Machine Learning Models to Chemometric Ones to Detect Food Fraud: A Case Study in Slovenian Fruits and Vegetables,"https://doi.org/10.1016/j.foodchem.2025.144569
GitHub repohttps://github.com/mahynski/slovenian-authentication
IAEA'shttps://www.iaea.org/
Implementation of Nuclear Techniques for AuthentiCaTion of Foods with High-Value Labelling Claims (INTACT Food) Projecthttps://nucleus.iaea.org/sites/nafa-projects/crp-D52042/SitePages/Home.aspx
https://private-user-images.githubusercontent.com/23516749/384449429-0e0d5a6d-d938-4007-8054-db90e6d1c9bf.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.Qu4NmSonGVfXQY_N2CUtZ3XTWKENfYnKw4Oo2RsbBJs
trends in biorepositorieshttps://www.nist.gov/programs-projects/classification-methods-nist-biorepository
https://patch-diff.githubusercontent.com/mahynski#tldr-3
https://github.com/mahynski/mahynski/blob/4aa6d8833c51a5b758128e0b6f4cd80aef7f9f09/img/stamp.png
biobankshttps://www.nist.gov/programs-projects/nist-biorepository
https://patch-diff.githubusercontent.com/mahynski#publications-1
Collection of datasets and models on HuggingFace.https://huggingface.co/collections/mahynski/biorepository-modeling-66fb5ae309158714ab059f82
"Building Interpretable Machine Learning Models to Identify Chemometric Trends in Seabirds of the North Pacific Ocean,"https://doi.org/10.1021/acs.est.2c01894
GitHub repohttps://github.com/mahynski/stamp-dataset-1999-2010
https://patch-diff.githubusercontent.com/mahynski#tldr-4
HSQC NMRhttps://en.wikipedia.org/wiki/Heteronuclear_single_quantum_coherence_spectroscopy
https://patch-diff.githubusercontent.com/mahynski#publications-2
FINCHnmrhttps://github.com/mahynski/FINCHnmr/
STARLINGrthttps://github.com/mahynski/starlingrt/
Database Infrastructure for Mass Spectrometry (DIMSpec)https://github.com/usnistgov/dimspec
training resourceshttps://pages.nist.gov/dimspec/docs/intro-start.html
Identifying materialshttps://dx.doi.org/10.1007/s10967-023-09024-x
https://patch-diff.githubusercontent.com/mahynski#tldr-5
https://github.com/mahynski/mahynski/blob/ef0630993ed07469ba9e036def766a44be22af99/img/cnn.png
less than 5%https://scarbroughglobal.com/u-s-customs-exams-explained/
nearly 25 million containers arriving at US bordershttps://www.cbp.gov/border-security/ports-entry/cargo-security
nearly $5 billionhttps://www.whistleblowerllc.com/what-we-do/financial-fraud/customs-fraud/
Prompt gamma-ray activation analysis (PGAA)https://www.nist.gov/laboratories/tools-instruments/prompt-gamma-ray-activation-analysis-pgaa
https://patch-diff.githubusercontent.com/mahynski#publications-3
Collection of datasets and models on HuggingFace.https://huggingface.co/collections/mahynski/pgaa-spectra-classification-66f7fcd65ea4244ba1b9559b
"Classification and authentication of materials using prompt gamma ray activation analysis,"https://link.springer.com/article/10.1007/s10967-023-09024-x
GitHub repohttps://github.com/mahynski/pgaa-material-authentication
"Encoding PGAA spectra as images for material classification with convolutional neural networks,"https://doi.org/10.1007/s10967-025-10165-4
GitHub repohttps://github.com/mahynski/pgaa-imaging
colloidal self-assemblyhttps://doi.org/10.1063/5.0106131
Escherhttps://pubs.acs.org/doi/10.1021/acs.jctc.3c01284
https://patch-diff.githubusercontent.com/mahynski#tldr-6
https://github.com/mahynski/mahynski/blob/92605b32349986d0461c0db3effce4ad182de948/img/escherize.png
Colloidal filmshttps://en.wikipedia.org/wiki/Colloid
self-assemblyhttps://en.wikipedia.org/wiki/Self-assembly_of_nanoparticles
M. C. Escherhttps://mcescher.com/
https://patch-diff.githubusercontent.com/mahynski#publications-4
"Programming interfacial porosity and symmetry with Escherized colloids,"https://doi.org/10.1021/acs.jctc.3c01284
GitHub repohttps://github.com/usnistgov/escherized-colloids
"Derivable genetic programming for two-dimensional colloidal materials,"https://doi.org/10.1063/5.0106131
"Symmetry-derived structure directing agents for two-dimensional crystals of arbitrary colloids,"https://doi.org/10.1039/d1sm00875g
"Grand canonical inverse design of multicomponent colloidal crystals,"https://doi.org/10.1039/c9sm02426c
"Symmetry-based crystal structure enumeration in two dimensions,"https://doi.org/10.1021/acs.jpca.0c00846
"Using symmetry to elucidate the importance of stoichiometry in colloidal crystal assembly,"https://doi.org/10.1038/s41467-019-10031-4
https://patch-diff.githubusercontent.com/mahynski#more-information
Craig Kaplan'shttps://isohedral.ca/
demohttps://isohedral.ca/software/tactile/
https://patch-diff.githubusercontent.com/mahynski#tldr-7
Retrieval augmented generation (RAG)https://blogs.nvidia.com/blog/what-is-retrieval-augmented-generation/
prompt optimizationhttps://arxiv.org/pdf/2309.03409
topic modelinghttps://maartengr.github.io/BERTopic/index.html
https://patch-diff.githubusercontent.com/mahynski#products-2
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starlingrt https://patch-diff.githubusercontent.com/mahynski/starlingrt
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