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Panua Technologies develops customized high-end software solutions for large-scale prediction, simulation, optimization, and graph analytics.
Panua Technologies
Panua Technologies is a Swiss software company headquartered in Lugano, Switzerland that creates customized high-end software solutions for large-scale prediction, simulation, optimization, and graph analytics. Panua is a spin-off from the Faculty of Informatics at Università della Svizzera italiana. It develops highly flexible software platforms that support various aspects of computational optimization, applied in business-critical problems. Panua bridges the realms of academic algorithmic research and industrial software development to provide accurate and computationally performant graph and data analysis.
Our products
Panua - Ipopt
Ipopt is an especially powerful nonlinear solver, offering a range of state-of-the-art algorithms and options for working with smooth objective and constraint functions in continuous variables.
See morePanua - Pardiso
The package Pardiso is a thread-safe, high-performance, robust, memory-efficient, and easy-to-use software for solving large sparse linear systems on shared-memory and distributed-memory architectures.
See moreAcademic research meets industrial software development
At Panua Technologies, our software solutions are rooted in cutting-edge academic research. As a spin-off from the Institute of Computing (CI) of the Faculty of Informatics at Università della Svizzera italiana, Lugano, Switzerland, we actively collaborate with the academic community on projects related to large-scale optimization, graph analytics, and data analysis. We are committed to empowering the academic world with products that drive scientific progress and spark innovation. Simultaneously, our software solutions have boosted productivity and enhanced efficiency for companies across a wide range of sectors, including aerospace engineering, seismic and reservoir simulations, automotive industries, and more.
Selected manufacturers and suppliers using Panua software
News
The Pardiso sparse linear solver featured in the Vesuvius Challenge
Our solver is now used in the machine learning and computer vision competition Vesuvius Challenge! We are supporting the efforts to virtually unroll Roman papyrus scrolls, carbonized by the heat of volcanic debris, and to recognize the ink using machine learning.
Optimizing the Pardiso sparse linear solver on Arm architecture
Our Pardiso sparse linear solver is now available on Arm! It's been optimized for Arm NEON and SVE SIMD instructions and performs favorably compared to the Intel MKL version. For more information and comparative results, visit the Arm blogspot announcement.
Panua Software used in Grid Optimization Competition Challenge
Panua Technologies is among the sponsors of the Grid Optimization Competition Challenge organized by the Department of Energy (DOE) and both Panua-Pardiso and Panua-Ipopt are available to participants.
On cheap entropy-sparsified regression learning
The PNAS paper "On cheap entropy-sparsified regression learning" presents a method
for training regression models that is more efficient and effective than previous machine learning approaches.
The optimization framework Panua-Ipopt shows promise for increasing efficiency and
accuracy in machine learning applications. Learn more in the PNAS publication.
Proceedings of the National Academy of Sciences.