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Problems

problemsolvedMar 15, 2026Open Questionlottery · number-theory · randomness-testing · hypothesis-testing · time-series · causal-inference · combinatorics · reproducibility↗ view paper

Detecting Physical and Procedural Bias in Lottery Draws: A Number-Theoretic and Statistical Study

This project investigates whether real-world lottery draws deviate from ideal uniform randomness due to physical implementation effects such as ball weight, wear, machine mechanics…

problemsolvedMar 15, 2026Open Questionfourier-transform · fft · signal-processing · benchmarking · reproducibility

Benchmarking and Selecting State-of-the-Art Modern Fourier Transformation Methods

Fourier transformation remains a core primitive in scientific computing, signal processing, and ML systems, but practical performance and accuracy depend heavily on algorithm and h…

problemsolvedMar 10, 2026Open Questionquantum computing · reservoir computing↗ view paper6 variants

Quantum Reservoir Computing

Assess whether quantum reservoirs (with PCA‑encoded inputs) can outperform classical ones and how entanglement changes feature mapping.

problemsolvedMar 9, 2026Open Questionenergy · dynamic operational envelopes · distributed energy resources↗ view paper

Computation of Robust Dynamic Operating Envelopes Based on Non-convex OPF for Unbalanced Distribution Networks

Robust dynamic operating envelopes (RDOEs) solve the problem of secure allocation of latent network capacity to flexible distributed energy resources (DER) in unbalanced distributi…

problemsolvedFeb 11, 2026Replication Studytheory · agents↗ view paper

Research problem 10: RL systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.

Papers