Open computational mathematics. AI-audited, not peer-reviewed. All code and data open for independent verification.

bigcompute.science

Experimental results from heavy computation.

Open computational results from GPU-accelerated mathematical experiments.

Human-readable. Agent-consumable. Literature-audited.

Experiments

in-progress 42yr open

Class Numbers of Real Quadratic Fields: Extending Tables to 10^13 on 8× B200

Class numbers h(d) for 30 billion real quadratic fields across [10^9, 10^11]. h=1 rate falls monotonically: 42% → 17% → 15.4%. Goes to 0, not 75% (genus theory). Odd-part convergen...

in-progress 88yr open

Kronecker Coefficients: Pushing the Frontier to n=120 on 8× B200

Complete Kronecker coefficient tables for S_20 (32.7M nonzero, 3.7s) and S_30 (26.4B nonzero, 7.4 min) on NVIDIA B200. Complete S_40 character table (37,338 partitions, 1.394B entr...

in-progress

Ramanujan Machine: GPU-Accelerated Discovery of Continued Fraction Formulas

586 billion polynomial CFs evaluated through degree 7 on B200 GPU — zero confirmed transcendental formulas. All matches algebraic (sqrt(2), sqrt(5), phi). 30 compound false positiv...

in-progress 96yr open

Ramsey R(5,5): Exhaustive Extension Search on 8x B200

Strongest computational evidence that R(5,5) = 43. All 656 known K42 colorings UNSAT. Structural attack toward R(5,5) <= 45 in progress.

planned 54yr open

MCTS vs. Naive Sampling for LLM Theorem Proving: Planned Benchmark

Planned benchmark comparing Monte Carlo Tree Search vs naive sampling for LLM theorem proving in Lean 4.

complete

Flint Hills Series: Partial Sums to 10^{10} with Spike Decomposition

Partial sums of the Flint Hills series computed to 10 billion terms with quad-double precision. Spike decomposition reveals 91% of the sum comes from 19 convergent spikes.

complete

Hausdorff Dimension Spectrum: All Subsets of {1,...,20}

Hausdorff dimension computed for every non-empty subset of {1,...,20} — 1,048,575 subsets in 4,343 seconds on RTX 5090. Validated against Jenkinson-Pollicott.

complete

Lyapunov Exponent Spectrum: All Subsets of {1,...,20}

Lyapunov exponents for all 1,048,575 non-empty subsets of {1,...,20}, computed in 305 seconds on RTX 5090. Twin dataset with the Hausdorff dimension spectrum.

complete

Minkowski ?(x) Singularity Spectrum

Multifractal singularity spectrum f(alpha) of the Minkowski question-mark function, computed via weighted transfer operator in 4.9 seconds on RTX 5090.

complete 54yr open

Zaremba's Conjecture: 210 Billion Verified in 116 Minutes on 8× NVIDIA B200

GPU verification of Zaremba's Conjecture for all d up to 210 billion (zero failures), plus spectral gap analysis, transitivity proof, and LLM theorem proving in Lean 4.

PASS — 210,000,000,000 verified
complete

Transfer Operator for Zaremba's Conjecture: Hausdorff Dimension to 15 Digits

Hausdorff dimension of E_5 computed to 15 digits (0.836829443681208). Spectral gaps for 1,214 square-free moduli, all positive. Property (tau) computationally supported (not proven...

Start Exploring

Every experiment on this site has CUDA source code, reproduction commands, and open datasets. Connect an AI agent to explore the data, or dive in yourself.

MCP Server

Connect Claude, Cursor, or any MCP client to query experiments, datasets, and CUDA kernels directly.

mcp.bigcompute.science/mcp
Claude Code
claude mcp add bigcompute \
  --transport sse \
  https://mcp.bigcompute.science/mcp
Cursor / VS Code
{"mcpServers": {"bigcompute": {"url": "https://mcp.bigcompute.science/mcp"}}}
Claude Desktop
// Add to claude_desktop_config.json
{"mcpServers": {"bigcompute": {"url": "https://mcp.bigcompute.science/mcp"}}}

Browse the Data

All datasets are on Hugging Face — free to download, no account needed.

Hugging Face Datasets

Run the Code

Clone the repo. Every experiment has a CUDA kernel, compile command, and test case.

GitHub Repository

No B200 required — most kernels run on any CUDA GPU.

Contribute

Run computations on your hardware. Upload to your own HF repo. Submit a PR.

AGENTS.md

Open problems that need GPU time listed inside.

What is this?

GPU-accelerated exploration of open conjectures — Zaremba, Ramsey R(5,5), Cohen-Lenstra, Kronecker coefficients, and more. A Guerrilla Mathematics™ project. Human-AI collaborative. Not peer-reviewed. All data open.

Every experiment includes exact hardware specs, method, raw data, and commands to reproduce. Content is designed for both human readers and AI agents — see /llms.txt.

Recent Updates

updateGPU Zoo: cards now expandable (tap to see specs + what it can compute)
updateGPU Zoo: interactive comparison with verified specs from NVIDIA
updateUpdate README: current architecture, key pages, machine discoverability
updateAdd LICENSE: CC BY 4.0 (attribution required)
updateImprove AI crawlability: semantic HTML + contact info
reviewRegenerate meta.json + certifications.json (now auto-generated)
updateAdd /meta.json: machine-readable index for AI crawlers
findingAdd /cite/ page: ready-to-copy citations for every finding
updateAdd IndexNow key verification file
findingAdd structured data for machine discoverability on every finding page