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    • lithoSpore — LTEE Reproduction and Portable Validation
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    • Public Notebooks
      • FAO-56 Penman-Monteith Reference Evapotranspiration (ET₀)
      • Soil Moisture Sensor Calibration (Dong et al., 2020)
      • FAO-56 Chapter 8 — Daily Soil Water Balance Scheduling
      • 1D Richards Equation with van Genuchten–Mualem Hydraulics
      • Biochar Phosphorus Adsorption Isotherms (Kumari et al. 2025)
      • Stewart (1977) Yield Response to Water Stress
      • FAO-56 Chapter 7 — Dual Crop Coefficient ($K_{cb} + K_e$)
      • 16S Pipeline Validation — wetSpring
      • Composition Validation — primalSpring
      • Science Validation — wetSpring
      • Semi-Empirical Mass Formula — Nuclear Binding Energies
      • ET₀ Sensitivity Analysis (One-at-a-Time)
      • Michigan Crop Water Atlas — 100 Stations, 80 Years
      • Priestley-Taylor (1972) Radiation-Based ET₀
      • Benchmark Comparison — primalSpring
      • Python vs Rust vs GPU — Performance Evidence
      • Screened Coulomb (Yukawa) Bound-State Eigenvalues
      • Thornthwaite (1948) Monthly Evapotranspiration
      • Saxton-Rawls (2006) Pedotransfer Functions
      • Ecosystem Evidence — primalSpring
      • Experiment Evidence — hotSpring
      • Gonzales Deep Dive — wetSpring
      • Paper Reproductions — 63/63 Papers in Sovereign Rust
      • Sarkas Yukawa MD — Plasma Transport from Molecular Dynamics
      • Hargreaves-Samani (1985) Temperature-Based ET₀
      • Makkink (1957) Radiation-Based ET₀
      • Turc (1961) Temperature-Radiation ET₀
      • Hamon (1961) Temperature-Based PET
      • Cross-Spring Connections — primalSpring
      • Two-Temperature Model — Laser-Heated Plasma Equilibration
      • Blaney–Criddle (1950) Temperature-Based PET
      • BTSP Security Deep Dive — primalSpring
      • Domain Deep Dive — airSpring
      • Measurement Science Deep Dive — groundSpring
      • Physics Deep Dive — hotSpring
      • Primal Composition Patterns — wetSpring
      • Soil Anderson Deep Dive — Track 4 Domain Exemplar
      • Stanton-Murillo Transport Coefficients — Yukawa OCP
      • SCS Curve Number Runoff Method (USDA 1972)
      • Green-Ampt (1911) Infiltration Model
      • Surrogate Learning — Directed Sampling for Nuclear EOS
      • Quenched SU(3) Lattice QCD — Deconfinement Transition
      • Dynamical Fermion QCD — Staggered HMC, HVP, Freeze-Out
      • Standardized Precipitation Index (SPI)
      • Abelian Higgs Model — (1+1)D Lattice Field Theory
      • Spectral Theory — Anderson Localization, Hofstadter Butterfly, Lyapunov Exponents
      • Wilson Gradient Flow — Scale Setting with $t_0$ and $w_0$
      • Plasma Dielectric Functions — BGK/Mermin + Kinetic-Fluid Coupling
      • LTEE B2 — Anderson Disorder Analogy for Fitness Dynamics
      • Deep-Sea Hydrothermal Vent Ecology — R. Anderson Lab (Carleton)
      • Algal Pond Ecology & Bloom Surveillance — Cahill/Smallwood (Sandia)
      • Experiment 001 — Sensor Noise Characterization
      • Experiment 002 — Observation Gap Analysis
      • Experiment 003 — Error Propagation FAO-56
      • Experiment 004 — Sequencing Noise Characterization
      • Experiment 005 — Seismic Wave Propagation
      • Experiment 006 — Signal Specificity in Quorum Sensing
      • Experiment 007 — RAWR Bootstrap Resampling
      • Experiment 008 — Anderson Localization
      • Experiment 009 — Almost-Mathieu Quasiperiodic Localization
      • Experiment 010 — Bistable Phenotypic Switching
      • Experiment 011 — Multi-Signal Quorum Sensing Integration
      • Experiment 012 — Spin Chain Transport
      • Experiment 013 — Resampling Convergence Analysis
      • Experiment 014 — Drift vs Selection in Microbial Populations
      • Experiment 015 — Uncertainty Bridge: Sensor Noise → Localization
      • Experiment 016 — Rare Biosphere Signal Detection
      • Experiment 017 — Quasispecies Error Threshold
      • Experiment 018 — Band Edge Structure
      • Experiment 019 — Jackknife Error Estimation
      • Experiment 020 — Freeze-Out Inverse Problem
      • Experiment 021 — Spectral Reconstruction
      • Experiment 022 — ET₀-Anderson Error Propagation
      • Experiment 023 — No-Till vs Tilled 16S Sampling
      • Experiment 024 — Aggregate Stability Noise Analysis
      • Experiment 025 — f32 vs f64 Precision Drift
      • Experiment 026 — System-Size Convergence
      • Experiment 027 — GPU Vendor Parity
      • Experiment 028 — NPU Anderson Classification
      • Experiment 029 — Multi-Method ET₀ Comparison
      • Drug Repurposing & Knowledge Graphs — Fajgenbaum Lab (Track 3)
      • JAK/STAT Pharmacology — Gonzales Lab
      • Composition Validation — groundSpring
      • Benchmark Comparison — groundSpring
      • Ecosystem Evidence — groundSpring
      • Cross-Spring Connections — groundSpring
      • Measurement Science Deep Dive — groundSpring
      • PFAS Detection & Environmental Chemistry — Jones Lab (MSU BMB)
      • Spectral Theory & Quorum Sensing — Kachkovskiy (MSU CMSE)
      • Anaerobic Biogas Kinetics & Community Diversity — Track 6
      • Computational Phylogenetics — Liu Lab (MSU CMSE)
      • Paper 011 — Counterdiabatic Driving of Evolution
      • Paper 012 — MODES Toolbox: Metrics of Open-Ended Evolution
      • Paper 013 — Ecological Theory in Evolutionary Computation
      • Paper 014 — Directed Evolution via Selection Algorithms
      • Paper 015 — Heterogeneous Swarm Robotics
      • Paper 016 — HMM Forward / Backward / Viterbi for Genomic Inference
      • Paper 017 — SATé: Iterative Co-estimation of MSA and Phylogeny
      • Paper 018 — PhyloNet-HMM for Introgression Detection
      • R Industry Parity — vegan / DADA2 / phyloseq
      • Sample
      • Soil Quorum Sensing & Anderson Geometry — Track 4
      • LTEE B7 — Tenaillon 2016: Mutation Accumulation in 50,000 Generations
      • Quorum Sensing & Biofilm Dynamics — Waters Lab (MSU MMG)
  • Philosophy
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    • blueFish — Sovereign Data Pipeline
    • esotericWebb — Cross-Evolution CRPG
    • helixVision — Self-Hosted Structure Prediction
    • initioChem — Interactive Computational Chemistry
    • Sovereign Lattice QCD — Pure Rust Gauge Theory on Consumer GPUs
    • 🧫 cellMembrane
    • 🏛️ projectFOUNDATION
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    • 🪨 lithoSpore
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Home/sporePrint/🧫 Lab/Public Notebooks/Sample

Sample

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Sample

Hello world

ecoPrimals — self-hosted scientific computing.
Code: AGPL-3.0-or-later · Mechanics: ORC · Docs: CC-BY-SA 4.0

The science is not a claim — it is executable evidence.

Certified: 2026-06-01 | Verify