Published August 22, 2026
| Version v2
Universal Measurement Contract Protocol
Files
GENERATIVE-COLLAPSE-DYNAMICS-main.zip
Additional details
Additional titles
- Subtitle (English)
- Generative Collapse Dynamics: Kernel, Seams, and Reproducible CasePacks
Identifiers
Related works
- Continues
- Publication: 10.5281/zenodo.18072852 (DOI)
- Publication: 10.5281/zenodo.17756705 (DOI)
- Is described by
- Technical note: 10.5281/zenodo.17925172 (DOI)
Software
- Repository URL
- https://github.com/calebpruett927/UMCP-Metadata-Runnable-Code
- Programming language
- Python , Shell
References
- @techreport{BIPM2019SIbrochure, author = {{Bureau International des Poids et Mesures (BIPM)}}, title = {The International System of Units (SI)}, year = {2019}, edition = {9}, type = {SI Brochure}, institution = {Bureau International des Poids et Mesures (BIPM)}, location = {S{\`e}vres, France}, doi = {10.59161/SI_BROCHURE_8.1}, url = {https://doi.org/10.59161/SI_BROCHURE_8.1}, note = {9th edition (commonly cited as the SI Brochure). Accessed 2026-01-11.} } @techreport{JCGM1002008GUM, author = {{Joint Committee for Guides in Metrology (JCGM)}}, title = {Evaluation of measurement data --- Guide to the expression of uncertainty in measurement}, year = {2008}, type = {JCGM Guidance Document}, number = {JCGM 100:2008}, institution = {Joint Committee for Guides in Metrology (JCGM)}, doi = {10.59161/JCGM100-2008E}, url = {https://doi.org/10.59161/JCGM100-2008E}, note = {Often referenced as the {GUM}. Accessed 2026-01-11.} } @techreport{JCGM2002012VIM, author = {{Joint Committee for Guides in Metrology (JCGM)}}, title = {International vocabulary of metrology --- Basic and general concepts and associated terms ({VIM})}, year = {2012}, edition = {3}, type = {JCGM Guidance Document}, number = {JCGM 200:2012}, institution = {Joint Committee for Guides in Metrology (JCGM)}, doi = {10.59161/JCGM200-2012E}, url = {https://doi.org/10.59161/JCGM200-2012E}, note = {3rd edition. Accessed 2026-01-11.} } % --- Reproducibility + governance (auditability, manifests, receipts) --- @article{Peng2011ReproducibleResearch, author = {Peng, Roger D.}, title = {Reproducible Research in Computational Science}, journal = {Science}, year = {2011}, volume = {334}, number = {6060}, pages = {1226--1227}, doi = {10.1126/science.1213847}, url = {https://doi.org/10.1126/science.1213847} } @article{Sandve2013TenRulesReproducible, author = {Sandve, Geir Kjetil and Nekrutenko, Anton and Taylor, James and Hovig, Eivind}, title = {Ten Simple Rules for Reproducible Computational Research}, journal = {PLOS Computational Biology}, year = {2013}, volume = {9}, number = {10}, pages = {e1003285}, doi = {10.1371/journal.pcbi.1003285}, url = {https://doi.org/10.1371/journal.pcbi.1003285} } @article{Wilkinson2016FAIR, author = {Wilkinson, Mark D. and Dumontier, Michel and Aalbersberg, I. Jan and Appleton, Gabrielle and Axton, Myles and Baak, Arie and Blomberg, Niklas and Boiten, Jan-Willem and da Silva Santos, Luiz Bonino and Bourne, Philip E. and Bouwman, Jildau and Brookes, Anthony J. and Clark, Tim and Crosas, Merc{\`e} and Dillo, Ingrid and Dumon, Olivier and Edmunds, Scott and Evelo, Chris T. and Finkers, Richard and Gonzalez-Beltran, Alejandra and Gray, Alasdair J. G. and Groth, Paul and Goble, Carole and Grethe, Jeffrey S. and Heringa, Jaap and 't Hoen, Peter A. C. and Hooft, Rob and Kuhn, Tobias and Kok, Ruben and Kok, Joost and Lusher, Scott J. and Martone, Maryann E. and Mons, Albert and Packer, Abel L. and Persson, Bengt and Rocca-Serra, Philippe and Roos, Marco and van Schaik, Rene and Sansone, Susanna-Assunta and Schultes, Erik and Sengstag, Thierry and Slater, Ted and Strawn, George and Swertz, Morris A. and Thompson, Mark and van der Lei, Johan and van Mulligen, Erik and Velterop, Jan and Waagmeester, Andra and Wittenburg, Peter and Wolstencroft, Katherine and Zhao, Jun and Mons, Barend}, title = {The FAIR Guiding Principles for scientific data management and stewardship}, journal = {Scientific Data}, year = {2016}, volume = {3}, pages = {160018}, doi = {10.1038/sdata.2016.18}, url = {https://doi.org/10.1038/sdata.2016.18} } @article{Gorgolewski2016BIDS, author = {Gorgolewski, Krzysztof J. and Auer, Tibor and Calhoun, Vince D. and Craddock, R. Cameron and Das, Samir and Duff, Eugene P. and Flandin, Guillaume and Ghosh, Satrajit S. and Glatard, Tristan and Halchenko, Yaroslav O. and Handwerker, Daniel A. and Hanke, Michael and Keator, David and Li, Xiangrui and Michael, Zachary and Maumet, Camille and Nichols, B. Nolan and Nichols, Thomas E. and Pellman, John and Poline, Jean-Baptiste and Rokem, Ariel and Schaefer, Gunnar and Sochat, Vanessa and Triplett, William and Turner, Jessica A. and Varoquaux, Ga{\"e}l and Poldrack, Russell A.}, title = {The brain imaging data structure, a format for organizing and describing outputs of neuroimaging experiments}, journal = {Scientific Data}, year = {2016}, volume = {3}, pages = {160044}, doi = {10.1038/sdata.2016.44}, url = {https://doi.org/10.1038/sdata.2016.44} } % --- Probability foundations (contracted spaces + measure discipline) --- @book{Kolmogorov1933Grundbegriffe, author = {Kolmogorov, Andrey N.}, title = {Grundbegriffe der Wahrscheinlichkeitsrechnung}, publisher = {Springer}, address = {Berlin}, year = {1933}, doi = {10.1007/978-3-642-49888-6}, url = {https://doi.org/10.1007/978-3-642-49888-6}, note = {Springer Book Archives digital edition; original publication year 1933.} } @article{Bayes1763Essay, author = {Bayes, Thomas}, title = {An Essay towards solving a Problem in the Doctrine of Chances}, journal = {Philosophical Transactions of the Royal Society of London}, year = {1763}, volume = {53}, pages = {370--418}, doi = {10.1098/rstl.1763.0053}, url = {https://doi.org/10.1098/rstl.1763.0053} } % --- Information / entropy (core interpretability of S, IC, kappa links) --- @article{Shannon1948MathematicalTheoryCommunication, author = {Shannon, Claude E.}, title = {A Mathematical Theory of Communication}, journal = {Bell System Technical Journal}, year = {1948}, volume = {27}, pages = {379--423, 623--656}, doi = {10.1002/j.1538-7305.1948.tb01338.x}, url = {https://doi.org/10.1002/j.1538-7305.1948.tb01338.x} } @book{CoverThomas2006ElementsIT, author = {Cover, Thomas M. and Thomas, Joy A.}, title = {Elements of Information Theory}, publisher = {Wiley-Interscience}, year = {2006}, edition = {2}, isbn = {9780471241959}, url = {https://openlibrary.org/works/OL4586455W/Elements_of_Information_Theory}, note = {Canonical modern textbook spine for information measures and coding theorems.} } @book{Khinchin1957MathematicalFoundationsIT, author = {Khinchin, A. Ya.}, title = {Mathematical Foundations of Information Theory}, publisher = {Dover Publications}, year = {1957}, isbn = {9780486604343}, url = {https://store.doverpublications.com/products/9780486604343}, note = {English translation volume associated with foundational theorems of information theory.} } % --- Cybernetics / feedback / control (return, regulation, closed-loop logic) --- @book{Wiener2019CyberneticsReissue, author = {Wiener, Norbert}, title = {Cybernetics: Or Control and Communication in the Animal and the Machine}, publisher = {The MIT Press}, year = {2019}, isbn = {9780262537841}, url = {https://mitpress.mit.edu/9780262537841/cybernetics-or-control-and-communication-in-the-animal-and-the-machine/}, note = {Reissue of the 1961 second edition; original first publication 1948.} } @book{Ashby1956IntroCybernetics, author = {Ashby, W. Ross}, title = {An Introduction to Cybernetics}, publisher = {Chapman \& Hall}, address = {London}, year = {1956}, url = {https://www.ashby.info/Ashby-Introduction-to-Cybernetics.pdf}, note = {Estate-authorized online reproduction; see PDF front matter for citation guidance.} } @article{Kalman1960LinearFiltering, author = {Kalman, Rudolf E.}, title = {A New Approach to Linear Filtering and Prediction Problems}, journal = {Journal of Basic Engineering}, year = {1960}, volume = {82}, number = {1}, pages = {35--45}, doi = {10.1115/1.3662552}, url = {https://doi.org/10.1115/1.3662552} } % --- Discrete-time nonlinear dynamics / chaos (drift, regime logic, instability intuition) --- @article{Lorenz1963DeterministicNonperiodicFlow, author = {Lorenz, Edward N.}, title = {Deterministic Nonperiodic Flow}, journal = {Journal of the Atmospheric Sciences}, year = {1963}, volume = {20}, number = {2}, pages = {130--141}, doi = {10.1175/1520-0469(1963)020<0130:DNF>2.0.CO;2}, url = {https://doi.org/10.1175/1520-0469(1963)020<0130:DNF>2.0.CO;2} } % --- Variational invariants / conservation structure (bridge to "physics" intuition) --- @article{Noether1971InvariantVariationProblems, author = {Noether, Emmy}, title = {Invariant Variation Problems}, journal = {Transport Theory and Statistical Physics}, year = {1971}, volume = {1}, number = {3}, pages = {183--207}, doi = {10.1080/00411457108231446}, url = {https://doi.org/10.1080/00411457108231446}, note = {English translation of the 1918 work; commonly used as the accessible citation point.} } % --- Category / functorial thinking (interfaces, contracts, compositionality) --- @article{EilenbergMacLane1945NaturalEquivalences, author = {Eilenberg, Samuel and Mac Lane, Saunders}, title = {General Theory of Natural Equivalences}, journal = {Transactions of the American Mathematical Society}, year = {1945}, volume = {58}, pages = {231--294}, doi = {10.2307/1990284}, url = {https://doi.org/10.2307/1990284} } @book{MacLane1998CategoriesWorkingMathematician, author = {Mac Lane, Saunders}, title = {Categories for the Working Mathematician}, publisher = {Springer}, year = {1998}, edition = {2}, doi = {10.1007/978-1-4757-4721-8}, url = {https://doi.org/10.1007/978-1-4757-4721-8} } % --- Computability / formal limits (auditability, decidability, "what can be computed") --- @article{Church1936UnsolvableProblem, author = {Church, Alonzo}, title = {An Unsolvable Problem of Elementary Number Theory}, journal = {American Journal of Mathematics}, year = {1936}, volume = {58}, number = {2}, pages = {345--363}, doi = {10.2307/2371045}, url = {https://doi.org/10.2307/2371045} } @article{Turing1937ComputableNumbers, author = {Turing, Alan M.}, title = {On Computable Numbers, with an Application to the Entscheidungsproblem}, journal = {Proceedings of the London Mathematical Society}, year = {1937}, series = {2}, volume = {42}, number = {1}, pages = {230--265}, doi = {10.1112/plms/s2-42.1.230}, url = {https://doi.org/10.1112/plms/s2-42.1.230} } % --- Optimization and convexity (Tier-2 sweeps, sensitivity, controllers) --- @book{BoydVandenberghe2004ConvexOptimization, author = {Boyd, Stephen and Vandenberghe, Lieven}, title = {Convex Optimization}, publisher = {Cambridge University Press}, year = {2004}, isbn = {9780521833783}, url = {https://www.cambridge.org/us/universitypress/subjects/statistics-probability/optimization-or-and-risk/convex-optimization} } % --- Markov / hitting-time calculus (return-time operators and horizons) --- @book{Norris1997MarkovChains, author = {Norris, J. R.}, title = {Markov Chains}, publisher = {Cambridge University Press}, year = {1997}, isbn = {0521481813}, url = {https://www.cambridge.org/core/books/markov-chains/A3F966B10633A32C8F06F37158031739} } % --- Causality (Tier-2 interpretation discipline; intervention vs diagnostic separation) --- @book{Pearl2009Causality, author = {Pearl, Judea}, title = {Causality: Models, Reasoning, and Inference}, publisher = {Cambridge University Press}, year = {2009}, edition = {2}, isbn = {9780521895606}, url = {https://www.cambridge.org/us/universitypress/subjects/philosophy/philosophy-science/causality-2nd-edition?format=HB&isbn=9780521895606} } % --- Contract discipline (software contracts as a governance analogy for "freeze") --- @article{Meyer1992DesignByContract, author = {Meyer, Bertrand}, title = {Applying ``Design by Contract''}, journal = {Computer}, year = {1992}, url = {https://se.inf.ethz.ch/~meyer/publications/computer/contract.pdf}, note = {IEEE Computer article PDF hosted by ETH Zurich; use as the conceptual backbone for precommit/freeze-style governance analogies.} } % --- UMCP-adjacent physics example lineage (negative excitation time / postselection logic) --- @article{Sinclair2022NegativeExcitationTime, author = {Sinclair, Nathan and Chia, Alice and Kuramochi, Eisuke and Steinberg, Aephraim M.}, title = {Negative Excitation Time and Superluminal Signal Propagation in a Postselected Quantum System}, journal = {PRX Quantum}, year = {2022}, volume = {3}, pages = {010314}, doi = {10.1103/PRXQuantum.3.010314}, url = {https://doi.org/10.1103/PRXQuantum.3.010314} } @misc{Angulo2024AllAtOnce, author = {Angulo, Daniel and Sinclair, Nathan and Karamlou, Amir H. and Steinberg, Aephraim M.}, title = {All at Once: Coherent Excitation of an Entire Transmission Line by a Negative Excitation Time}, year = {2024}, eprint = {2409.03680}, archivePrefix= {arXiv}, primaryClass = {quant-ph}, url = {https://arxiv.org/abs/2409.03680} } @book{Camus1955MythOfSisyphus, author = {Camus, Albert}, title = {The Myth of Sisyphus and Other Essays}, translator = {O'Brien, Justin}, publisher = {Vintage Books}, address = {New York}, year = {1955}, isbn = {9780679733737}, url = {https://www.penguinrandomhouse.com/books/56510/the-myth-of-sisyphus-by-albert-camus/}, note = {English translation of \emph{Le Mythe de Sisyphe} (first published 1942).} } @book{Nietzsche1887GenealogyMorals, author = {Nietzsche, Friedrich}, title = {On the Genealogy of Morals: A Polemic}, translator = {Kaufmann, Walter and Hollingdale, R. J.}, publisher = {Vintage Books}, address = {New York}, year = {1989}, isbn = {9780679724629}, url = {https://www.penguinrandomhouse.com/books/292802/on-the-genealogy-of-morals-by-friedrich-nietzsche/}, note = {Standard English edition; original German \emph{Zur Genealogie der Moral} (1887).} } @book{Nietzsche1883ThusSpokeZarathustra, author = {Nietzsche, Friedrich}, title = {Thus Spoke Zarathustra: A Book for All and None}, translator = {Kaufmann, Walter}, publisher = {Penguin Classics}, address = {London}, year = {1978}, isbn = {9780140441185}, url = {https://www.penguinrandomhouse.com/books/287769/thus-spoke-zarathustra-by-friedrich-nietzsche/}, note = {English translation commonly cited; original German \emph{Also sprach Zarathustra} (1883--1885).} } @book{Sartre1992BeingAndNothingness, author = {Sartre, Jean-Paul}, title = {Being and Nothingness: An Essay on Phenomenological Ontology}, translator = {Barnes, Hazel E.}, publisher = {Washington Square Press}, address = {New York}, year = {1992}, edition = {Reprint}, isbn = {9780671867805}, url = {https://www.simonandschuster.com/books/Being-and-Nothingness/Jean-Paul-Sartre/9780671867805}, note = {English translation; original French: {L'\^{E}tre et le N\'eant} (1943).} } @book{Sartre2007ExistentialismIsAHumanism, author = {Sartre, Jean-Paul}, title = {Existentialism Is a Humanism}, translator = {Macomber, Carol}, publisher = {Yale University Press}, address = {New Haven, CT}, year = {2007}, isbn = {9780300115468}, url = {https://yalebooks.yale.edu/book/9780300115468/existentialism-is-a-humanism/}, note = {Modern English edition of the 1945 lecture and related materials.} } @book{Jung1981ArchetypesCollectiveUnconscious, author = {Jung, C. G.}, title = {The Archetypes and the Collective Unconscious}, translator = {Hull, R. F. C.}, series = {Collected Works of C. G. Jung}, volume = {9}, publisher = {Princeton University Press}, address = {Princeton, NJ}, year = {1981}, edition = {Paperback reprint}, isbn = {9780691018331}, url = {https://press.princeton.edu/books/paperback/9780691018331/the-archetypes-and-the-collective-unconscious}, note = {Collected Works, Vol.~9, Part~1; English-language collected volume commonly cited.} } @book{Jaynes2003ProbabilityTheory, author = {Jaynes, E. T.}, title = {Probability Theory: The Logic of Science}, publisher = {Cambridge University Press}, address = {Cambridge}, year = {2003}, isbn = {9780521592710}, url = {https://www.cambridge.org/us/universitypress/subjects/physics/theoretical-physics-and-mathematical-physics/probability-theory-logic-science}, note = {Edited volume published posthumously; commonly used as a principled reference for probabilistic inference.} }