Spatial-Photonic Ising Machines and the Next Era of Computing
11 Sept 2025
SPIMs are reshaping computing with unique hardware, solving NP-hard problems in finance, logistics, and data science.
How SPIMs Tackle “Realistic” Spin Glass and Möbius Ladder Graphs
11 Sept 2025
Explore how SPIMs solve translation invariant problems, from spin glass models to Möbius ladder graphs in quantum-inspired optimization.
Computational Hardness of Random CNP Instances
10 Sept 2025
Exploring phase transitions and computational hardness in random CNP problems, with insights into SPIM hardware benchmarks and algorithms.
Cracking the Constrained Number Partitioning Problem (CNP) with SPIMs
10 Sept 2025
Explore the Constrained Number Partitioning Problem, its complexity, and why it’s a prime candidate for SPIM hardware implementation.
How Simplified Models Can Still Lead to Smarter Solutions
9 Sept 2025
Low-rank approximation streamlines Ising problem solving, balancing accuracy and efficiency for physics, computing, and finance applications.
Low-Rank Matrices, NP-Hardness, and the Roadblocks to Quantum-Inspired Hardware
9 Sept 2025
Exploring low-rank graphs, NP-complete mappings, and why hardware precision limits challenge optical annealers in solving hard problems.
Can Light Solve Problems Faster Than Supercomputers?
9 Sept 2025
Unlocking SPIMs’ potential to solve NP-hard problems with low-rank coupling matrices, powering faster, greener optimization across industries.
What Investors and AI Researchers Can Learn from Low-Rank Optimization
9 Sept 2025
Low-rank approximations power smarter portfolio optimization and AI models, from high-frequency trading to efficient RBM training.
Universal Directions: Encoding Multi-Plane Lattice Dynamics in Quantum Systems
17 Jun 2025
Qubits can encode lattice model turns for protein folding, mapping coordinate directions onto quantum states for versatile, speedy structure prediction.