Challenges

Develop algorithmic solutions to optimize computational tasks while addressing real-world challenges across scientific domains.

Showing 20 of 20 challenges

Satisfiability

ID: c001

On MainnetAchieving SOTA
Mathematical & Computational Methods

Solve Boolean formulas to determine variable assignments while ensuring logical consistency.

Vehicle Routing

ID: c002

On MainnetBetter than SOTA
Optimization & Scheduling

Plan vehicle routes to reduce travel distances and carbon emissions while satisfying delivery constraints.

Quadratic Knapsack

ID: c003

On MainnetAchieving SOTA
Optimization & Scheduling

Analyze gene clusters to identify genetic patterns and disease markers while improving accuracy.

Vector Search

ID: c004

On TestnetBelow SOTA
Data Systems & Information Theory

Search vector databases to identify nearest matches while maintaining distance thresholds.

Hypergraph

ID: c005

On TestnetAchieving SOTA
Mathematical & Computational Methods

Optimize complex networks by partitioning hypergraphs to minimize connections and balance workloads.

NN-Optimizer

ID: c006

In ProgressBelow SOTA
Machine Learning & AI

Develop advanced optimization algorithms to train neural networks more efficiently and achieve better convergence.

TIG

Flexible ░█▓█▒▒

ID: c0▓░▓

Proposed
█░░▒▓▒ & ▒▒▓▒░▓█▒

█░█░██▓▓▓░▓█ computational ░░░██░▓▓ breakthrough in ░█▓▒██ systems. ETA: Q3 2024

TIG

Blackbox ░░▓░▒█

ID: c0▒▓▒

Proposed
░▓▒░▒█ & ░█▓▒▒▒▒▓

░█░▓█▒░░░░█▓ computational ▒▒▒█▒▒▓▒ breakthrough in ▒██░█░ systems. ETA: Q4 2024

TIG

Linear ▒▓▒▒█▒

ID: c0▓░▒

Proposed
▒▓░▓██ & ▓█▒░░▒░░

░██▒▓▒▒▒█░█░ computational ░█▓▓▒▓▒█ breakthrough in ▓▓██▓▓ systems. ETA: Q1 2025

TIG

ZK ▒░█▒░▓

ID: c0▓▓█

Proposed
█▒▓░▒▒ & ▒▓░▒░▒▓█

▓▓██▓▓▒▓███░ computational ░███▓░██ breakthrough in ▓▒▒▒█▓ systems. ETA: Q4 2024

TIG

Quantum ▓░▓█░▓

ID: c0▒░░

Proposed
█▒▒▒░░ & ▓▒▓██░▒░

▓███░█▓█▒░░▓ computational ░░██░██▒ breakthrough in ▓░██░▒ systems. ETA: Q2 2024

TIG

Protein █▓░▓▓░

ID: c0▓▓░

Proposed
████▒█ & █░█░░░▓▓

░░█░▓█▒▓░█░█ computational ▒▒▒▒█▓▓█ breakthrough in ███▒▓▒ systems. ETA: Q4 2024

TIG

Continual ██░░█▒

ID: c0▓█▒

Proposed
▓▒▒░░░ & ░▒▒█▓▒▒▓

▒▓▒▓░██░█░▒▒ computational ██▓░▒▒░▓ breakthrough in █▓▓██▓ systems. ETA: Q3 2024

TIG

High-Throughput ░▓░░▒▓

ID: c0░░█

Proposed
░▓░▓▓▒ & ░▓░░▓▒░░

█░█░░█▒▒█▒█▓ computational ▒█▒▒░░▓█ breakthrough in ▓▓█▓▓▓ systems. ETA: Q3 2024

TIG

Neuromorphic ▒░░▓█▓

ID: c0▓░▓

Proposed
▓▒▓▒█▒ & ░░▓▓░▒▓█

██▒▒█░▒▒██░░ computational ░█▓█▒▓░░ breakthrough in ░█░▓░█ systems. ETA: Q3 2024

TIG

Energy ▒▓▒▒▓▓

ID: c0▒█▒

Proposed
█▒░▓▓▒ & ░▓█░██░█

█▓░█▓█▒▓░█▒▒ computational ▓█░░▒█▓▓ breakthrough in █▓▒▒█░ systems. ETA: Q4 2024

TIG

Linear ▓░█▓██

ID: c0▓▓░

Proposed
░░█▓█▓ & ▒▒▒██░░▒

▒░▒█▓░▓░▓█▓▒ computational ░▒░░█▒██ breakthrough in ██░░░▓ systems. ETA: Q2 2024

TIG

Post-Quantum ▒▓█▒█▓

ID: c0░█░

Proposed
░█░▓█░ & ██▒▓░█▒▒

██░▓░█▓███░▒ computational ▒█░▒▒▓█▒ breakthrough in █▒██▒▒ systems. ETA: Q1 2025

TIG

Climate ░█▒█▓█

ID: c0▓██

Proposed
█░█▒░░ & █░░██▒▓▓

█▓▒░░█▒█░█░░ computational █░▓▒░░░░ breakthrough in ▓░▓░▒▓ systems. ETA: Q1 2025

TIG

Automated ▓██▓▓█

ID: c0▒▒░

Proposed
▓▓▒▓▓░ & ▓░▒▒▒▓█░

█░▓░▓▓▓▓▒▓██ computational ▓░░░▓░░█ breakthrough in █▒░█░▓ systems. ETA: Q3 2024