insight - Computational Science

### Sphractal: Estimating Fractal Dimension of Surfaces from Atomic Coordinates

Fractal dimension estimation of atomistic surfaces using box-counting algorithms.

### Automated MPI Code Generation for Scalable Finite-Difference Solvers at Devito

Automated code generation techniques for distributed memory parallelism in solving finite-difference stencils at scale significantly reduce execution time and developer effort.

### EinExprs: Contraction Paths Optimization for Tensor Networks

Tensor Networks optimization through symbolic expressions for efficient contraction paths.

### Matrix Domination: Genetic Algorithm Metaheuristic with Wisdom of Crowds

Genetic algorithm enriched with the wisdom of crowds optimizes matrix domination efficiently.

### Double-Loop Quasi-Monte Carlo Estimator for Nested Integration

Introducing a novel DLQMC estimator for nested integration problems to improve efficiency and reduce computational costs.

### Efficient Parallel Solver for Low-Autocorrelation Binary Sequences Problem

Efficient parallel computing algorithm for low-autocorrelation binary sequences problem.

### Reducing Model Evaluation Costs with AMTC on Tensor Grids

AMTC reduces model evaluation costs by optimizing computational graph structures.

### NonlinearSolve.jl: High-Performance Solvers for Nonlinear Equations in Julia

NonlinearSolve.jl offers high-performance solvers for nonlinear equations in Julia, showcasing robustness and efficiency.

### NonlinearSolve.jl: High-Performance Solvers for Nonlinear Equations in Julia

Efficiently solving nonlinear equations with high performance and robustness using NonlinearSolve.jl in Julia.

### PECR: A Formal System Exploring Computability Logic

PECR is a formal system exploring computability logic through programs on real-world computers.