cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17353970
title: Data/Code for "Null Time as a Geometric Clock-Rate Constraint across FRBs, PTAs, and Analogs

description: Preferred citation and reuse: Cite this record (DOI: 10.5281/zenodo.17355270) using the included CITATION.bib or CITATION.cff. See NOTICE.txt for details.

Reproducible Summary Dataset & Code for “Null Time as a Geometric Clock-Rate Constraint across FRBs, PTAs, and Analogs” (sole author: Jacob Barnes).

This record contains compact summary tables and fully reproducible code to regenerate the paper’s key results and figures, plus pre-rendered figure outputs and integrity checks.

Contents- data/ — summary CSVs:  • frb_micro_only_summary.csv (κ²ℓ* = 1.688×10⁻¹⁷ m; 95% CI [1.021×10⁻¹⁷, 3.969×10⁻¹⁷]; p_perm = 0.479; N = 15)  • pta_arm_interarm_drift.csv (β = −24.306 ± 0.097 μs·yr⁻¹; N_bins = 182; window = 21 days)  • digital_analogs_summary.csv (two runs; deterministic latency slopes 24.7±2.3 and 13.45±4.80 ms·hop⁻¹; variance slopes 3.2±2.7 and 0.074±0.038 ms²·hop⁻¹; null accumulation, p ≈ 0.29–0.30)  • uv_environment_proxies.csv; bh_afterglow_requirements.csv- code/ — reproduce_all.py (matplotlib), requirements.txt, environment.yml- figures/ — pre-rendered PNG/PDFs of all figures- launch/ — one-click runners for Windows (.bat, .ps1) and POSIX (run_repro.sh)- docs/ — README.md; data_dictionary.csv; LICENSE.txt (CC BY 4.0); CITATION.cff; NOTICE.txt; CITATION.bib; VERSION.txt; MANIFEST.json; SHA256SUMS.txt

How to reproduce1) python -m pip install -r code/requirements.txt2) python code/reproduce_all.py   # or: ./run_repro.sh (macOS/Linux)   # or: launch\run_repro.bat / launch\run_repro.ps1 (Windows)

Outputs are written to figures/.

NotesThese are summary data (not raw catalogs) chosen for fast, verifiable reproduction. Integrity files (MANIFEST.json, SHA256SUMS.txt) enumerate every file and SHA-256 checksum.
description: Patent Notice — “Tick of Time” Formula and Causal-Density Framework

This record accompanies the author’s ongoing Unified Causal-Density research program and formalizes the geometric clock-rate constraint expressed by the “tick of time” relation

dτdt=e−αcausal r,αcausal≈(0.8–1.0)×10−26 m−1.\frac{d\tau}{dt} = e^{-\alpha_{\text{causal}}\,r}, \quad \alpha_{\text{causal}} \approx (0.8–1.0)\times10^{-26}\ \text{m}^{-1}.dtdτ=e−αcausalr,αcausal≈(0.8–1.0)×10−26 m−1.

The underlying causal-density method, including its physical interpretation and computational implementation, is protected under U.S. Provisional Patent Application No. 63/896,100, filed 2025 (Jacob Barnes, sole inventor). All rights reserved. Academic use is permitted under the attached CC-BY license with proper citation:

Barnes, J. (2025). Null Time as a Geometric Clock-Rate Constraint across FRBs, PTAs, and Analogs. Zenodo. https://doi.org/10.5281/zenodo.17355270

Commercial or derivative application of the patented method requires prior written consent of the inventor.
DOI: 10.5281/zenodo.17355270
title: Data/Code for "Null Time as a Geometric Clock-Rate Constraint across FRBs, PTAs, and Analogs

description: Preferred citation and reuse: Cite this record (DOI: 10.5281/zenodo.17355270) using the included CITATION.bib or CITATION.cff. See NOTICE.txt for details.

Reproducible Summary Dataset & Code for “Null Time as a Geometric Clock-Rate Constraint across FRBs, PTAs, and Analogs” (sole author: Jacob Barnes).

This record contains compact summary tables and fully reproducible code to regenerate the paper’s key results and figures, plus pre-rendered figure outputs and integrity checks.

Contents- data/ — summary CSVs:  • frb_micro_only_summary.csv (κ²ℓ* = 1.688×10⁻¹⁷ m; 95% CI [1.021×10⁻¹⁷, 3.969×10⁻¹⁷]; p_perm = 0.479; N = 15)  • pta_arm_interarm_drift.csv (β = −24.306 ± 0.097 μs·yr⁻¹; N_bins = 182; window = 21 days)  • digital_analogs_summary.csv (two runs; deterministic latency slopes 24.7±2.3 and 13.45±4.80 ms·hop⁻¹; variance slopes 3.2±2.7 and 0.074±0.038 ms²·hop⁻¹; null accumulation, p ≈ 0.29–0.30)  • uv_environment_proxies.csv; bh_afterglow_requirements.csv- code/ — reproduce_all.py (matplotlib), requirements.txt, environment.yml- figures/ — pre-rendered PNG/PDFs of all figures- launch/ — one-click runners for Windows (.bat, .ps1) and POSIX (run_repro.sh)- docs/ — README.md; data_dictionary.csv; LICENSE.txt (CC BY 4.0); CITATION.cff; NOTICE.txt; CITATION.bib; VERSION.txt; MANIFEST.json; SHA256SUMS.txt

How to reproduce1) python -m pip install -r code/requirements.txt2) python code/reproduce_all.py   # or: ./run_repro.sh (macOS/Linux)   # or: launch\run_repro.bat / launch\run_repro.ps1 (Windows)

Outputs are written to figures/.

NotesThese are summary data (not raw catalogs) chosen for fast, verifiable reproduction. Integrity files (MANIFEST.json, SHA256SUMS.txt) enumerate every file and SHA-256 checksum.
description: Patent Notice — “Tick of Time” Formula and Causal-Density Framework

This record accompanies the author’s ongoing Unified Causal-Density research program and formalizes the geometric clock-rate constraint expressed by the “tick of time” relation

dτdt=e−αcausal r,αcausal≈(0.8–1.0)×10−26 m−1.\frac{d\tau}{dt} = e^{-\alpha_{\text{causal}}\,r}, \quad \alpha_{\text{causal}} \approx (0.8–1.0)\times10^{-26}\ \text{m}^{-1}.dtdτ=e−αcausalr,αcausal≈(0.8–1.0)×10−26 m−1.

The underlying causal-density method, including its physical interpretation and computational implementation, is protected under U.S. Provisional Patent Application No. 63/896,100, filed 2025 (Jacob Barnes, sole inventor). All rights reserved. Academic use is permitted under the attached CC-BY license with proper citation:

Barnes, J. (2025). Null Time as a Geometric Clock-Rate Constraint across FRBs, PTAs, and Analogs. Zenodo. https://doi.org/10.5281/zenodo.17355270

Commercial or derivative application of the patented method requires prior written consent of the inventor.
DOI: 10.5517/ccqslnq
title: CCDC 679044: Experimental Crystal Structure Determination

description: Related Article: Shibo Jiao, Yi Liao, Xinjun Xu, Liping Wang, Gui Yu, Limin Wang, Zhongmin Su, Shanghui Ye, Yunqi Liu|2008|Adv.Funct.Mater.|18|2335|doi:10.1002/adfm.200800075
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm44m
title: CCDC 703580: Experimental Crystal Structure Determination

description: Related Article: Chenyi Yi, C.Blum, Shi-Xia Liu, Ying-Fen Ran, G.Frei, A.Neels, H.Stoeckli-Evans, G.Calzaferri, S.Leutwyler, S.Decurtins|2008|Cryst.Growth Des.|8|3004|doi:10.1021/cg800122v
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccpr6m7
title: CCDC 647919: Experimental Crystal Structure Determination

description: Related Article: M.Makha, C.W.Evans, A.N.Sobolev, C.L.Raston|2008|Cryst.Growth Des.|8|2929|doi:10.1021/cg800045u
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqdxff
title: CCDC 667815: Experimental Crystal Structure Determination

description: Related Article: Xuzhuo Sun, Bo Li, Qiongbo Zhou, Haibo Zhang, Gongzhen Cheng, Xiaohai Zhou|2008|Cryst.Growth Des.|8|2970|doi:10.1021/cg8000784
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccpr6n8
title: CCDC 647920: Experimental Crystal Structure Determination

description: Related Article: M.Makha, C.W.Evans, A.N.Sobolev, C.L.Raston|2008|Cryst.Growth Des.|8|2929|doi:10.1021/cg800045u
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqfmj8
title: CCDC 668500: Experimental Crystal Structure Determination

description: Related Article: Jin-Tang Li, Deng-Ke Cao, Bin Liu, Yi-Zhi Li, Li-Min Zheng|2008|Cryst.Growth Des.|8|2950|doi:10.1021/cg8000653
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqfmk9
title: CCDC 668501: Experimental Crystal Structure Determination

description: Related Article: Jin-Tang Li, Deng-Ke Cao, Bin Liu, Yi-Zhi Li, Li-Min Zheng|2008|Cryst.Growth Des.|8|2950|doi:10.1021/cg8000653
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqd0lp
title: CCDC 666952: Experimental Crystal Structure Determination

description: Related Article: D.P.Martin, M.R.Montney, R.M.Supkowski, R.L.LaDuca|2008|Cryst.Growth Des.|8|3091|doi:10.1021/cg8003118
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqd0mq
title: CCDC 666953: Experimental Crystal Structure Determination

description: Related Article: D.P.Martin, M.R.Montney, R.M.Supkowski, R.L.LaDuca|2008|Cryst.Growth Des.|8|3091|doi:10.1021/cg8003118
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm48r
title: CCDC 703584: Experimental Crystal Structure Determination

description: Related Article: D.Kafer, M.El Helou, C.Gemel, G.Witte|2008|Cryst.Growth Des.|8|3053|doi:10.1021/cg800195u
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm49s
title: CCDC 703585: Experimental Crystal Structure Determination

description: Related Article: D.Kafer, M.El Helou, C.Gemel, G.Witte|2008|Cryst.Growth Des.|8|3053|doi:10.1021/cg800195u
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm30g
title: CCDC 703545: Experimental Crystal Structure Determination

description: Related Article: Way-Zen Lee, Ya-Lin Kang, Tzu-Li Wang, Chan-Cheng Su, Ting-Shen Kuo|2008|Cryst.Growth Des.|8|2614|doi:10.1021/cg8002977
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm31h
title: CCDC 703546: Experimental Crystal Structure Determination

description: Related Article: Way-Zen Lee, Ya-Lin Kang, Tzu-Li Wang, Chan-Cheng Su, Ting-Shen Kuo|2008|Cryst.Growth Des.|8|2614|doi:10.1021/cg8002977
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm41j
title: CCDC 703577: Experimental Crystal Structure Determination

description: Related Article: Deyuan Kong, Jiyong Yao, A.Clearfield, J.Zon|2008|Cryst.Growth Des.|8|2892|doi:10.1021/cg701253u
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm42k
title: CCDC 703578: Experimental Crystal Structure Determination

description: Related Article: Deyuan Kong, Jiyong Yao, A.Clearfield, J.Zon|2008|Cryst.Growth Des.|8|2892|doi:10.1021/cg701253u
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm43l
title: CCDC 703579: Experimental Crystal Structure Determination

description: Related Article: Deyuan Kong, Jiyong Yao, A.Clearfield, J.Zon|2008|Cryst.Growth Des.|8|2892|doi:10.1021/cg701253u
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm45n
title: CCDC 703581: Experimental Crystal Structure Determination

description: Related Article: N.Takata, K.Shiraki, R.Takano, Y.Hayashi, K.Terada|2008|Cryst.Growth Des.|8|3032|doi:10.1021/cg800156k
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccs3c3b
title: CCDC 718211: Experimental Crystal Structure Determination

description: Related Article: H.Kumagai, H.Sobukawa, M.Kurmoo|2008|J.Mater.Sci.|43|2123|doi:10.1007/s10853-007-2033-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm46p
title: CCDC 703582: Experimental Crystal Structure Determination

description: Related Article: N.Takata, K.Shiraki, R.Takano, Y.Hayashi, K.Terada|2008|Cryst.Growth Des.|8|3032|doi:10.1021/cg800156k
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm47q
title: CCDC 703583: Experimental Crystal Structure Determination

description: Related Article: N.Takata, K.Shiraki, R.Takano, Y.Hayashi, K.Terada|2008|Cryst.Growth Des.|8|3032|doi:10.1021/cg800156k
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccq70sq
title: CCDC 662153: Experimental Crystal Structure Determination

description: Related Article: T.Shirman, J.-F.Lamere, L.J.W.Shimon, T.Gupta, J.M.L.Martin, M.E.van der Boom|2008|Cryst.Growth Des.|8|3066|doi:10.1021/cg800208w
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccq70tr
title: CCDC 662154: Experimental Crystal Structure Determination

description: Related Article: T.Shirman, J.-F.Lamere, L.J.W.Shimon, T.Gupta, J.M.L.Martin, M.E.van der Boom|2008|Cryst.Growth Des.|8|3066|doi:10.1021/cg800208w
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccq7gds
title: CCDC 662575: Experimental Crystal Structure Determination

description: Related Article: T.Shirman, J.-F.Lamere, L.J.W.Shimon, T.Gupta, J.M.L.Martin, M.E.van der Boom|2008|Cryst.Growth Des.|8|3066|doi:10.1021/cg800208w
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm4hz
title: CCDC 703591: Experimental Crystal Structure Determination

description: Related Article: Tao Jiang, Xian-Ming Zhang|2008|Cryst.Growth Des.|8|3077|doi:10.1021/cg800248b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrm4j0
title: CCDC 703592: Experimental Crystal Structure Determination

description: Related Article: Tao Jiang, Xian-Ming Zhang|2008|Cryst.Growth Des.|8|3077|doi:10.1021/cg800248b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccp5702
title: CCDC 630633: Experimental Crystal Structure Determination

description: Related Article: Xing Li, Deyi Cheng, Jianli Lin, Zhifeng Li, Yueqing Zheng|2008|Cryst.Growth Des.|8|2853|doi:10.1021/cg701150q
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccp5713
title: CCDC 630634: Experimental Crystal Structure Determination

description: Related Article: Xing Li, Deyi Cheng, Jianli Lin, Zhifeng Li, Yueqing Zheng|2008|Cryst.Growth Des.|8|2853|doi:10.1021/cg701150q
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccppqqs
title: CCDC 646496: Experimental Crystal Structure Determination

description: Related Article: Shuo-ping Chen, Guang-xi Huang, Ming Li, Ling-ling Pan, Yi-xuan Yuan, Liang-jie Yuan|2008|Cryst.Growth Des.|8|2824|doi:10.1021/cg7011149
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccppqrt
title: CCDC 646497: Experimental Crystal Structure Determination

description: Related Article: Shuo-ping Chen, Guang-xi Huang, Ming Li, Ling-ling Pan, Yi-xuan Yuan, Liang-jie Yuan|2008|Cryst.Growth Des.|8|2824|doi:10.1021/cg7011149
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccps2dx
title: CCDC 648749: Experimental Crystal Structure Determination

description: Related Article: Shuo-ping Chen, Guang-xi Huang, Ming Li, Ling-ling Pan, Yi-xuan Yuan, Liang-jie Yuan|2008|Cryst.Growth Des.|8|2824|doi:10.1021/cg7011149
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.