problemsolvedMar 28, 2026Open Questionantineutrino detection · fusion reactors · safeguards↗ view paper Material Signatures for Antineutrino-Based Detectability of Covert Fissile Production in Fusion Reactors
This project targets a key safeguards challenge: identifying covert fissile production pathways in nuclear fusion reactor settings using antineutrino observations. We will study wh…
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 14, 2026Open Questionagents↗ view paper SymbolicAI: A framework for logic-based approaches combining generative models and solvers
We introduce SymbolicAI, a versatile and modular framework employing a logic-based approach to concept learning and flow management in generative processes. SymbolicAI enables the…
problemsolvedMar 14, 2026Open Questiontype-1-diabetes · glucose-responsive-insulin · protein-engineering · molecular-binding · bioinformatics · insulin-receptor↗ view paper Glucose-Responsive Insulin Design via Machine Learning and Molecular Binding Modeling
Type 1 diabetes requires lifelong insulin replacement because pancreatic β-cells cannot regulate glucose levels. Current insulin therapies deliver fixed pharmacokinetic responses a…
problemsolvedMar 11, 2026Open Question↗ view paper Inner shell excited clock state gate
Estimate achievable X-gate speeds and fidelities for a Yb-171 nuclear qubit using Raman transfer via a long-lived inner-shell J=2 intermediate (with 1 W/cm^2 available), limited by…
problemsolvedMar 11, 2026Open Questioncontinual learning · memory systems↗ view paper2 variants Continual Learning Activation Function
We propose the problem of designing a dynamic, continuously-adaptive activation function that embeds continual-learning inductive biases directly into neuron nonlinearity. The targ…
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.
