Latest Articles for Optimization

Machine Learning Speeding Up Deep Learning with SCG

Discover how the SCG method optimizes deep learning efficiently.

Naoki Sato, Koshiro Izumi, Hideaki Iiduka

2025-02-21T06:10:04+00:00 ― 6 min read

Optimization and Control Navigating Optimization with Stochastic Methods

Learn how stochastic first-order methods simplify optimization challenges.

Chuan He

2025-02-21T03:08:00+00:00 ― 4 min read

Computer Vision and Pattern Recognition Speeding Up Semantic Segmentation with Split Learning

Learn how split learning reduces delays in real-time computer vision applications.

Nikos G. Evgenidis, Nikos A. Mitsiou, Sotiris A. Tegos

2025-02-20T21:48:20+00:00 ― 7 min read

Quantum Physics Qtailor: Redefining Quantum Circuit Design

Qtailor optimizes quantum circuits, promising faster computations and better performance.

Tian Li, Xiao-Yue Xu, Chen Ding

2025-02-15T20:33:30+00:00 ― 7 min read

Optimization and Control Optimizing Complex Systems with Surrogate Modeling

Learn how surrogate modeling speeds up optimization of multibody systems.

Augustina C. Amakor, Manuel B. Berkemeier, Meike Wohlleben

2025-02-15T13:56:20+00:00 ― 8 min read

Materials Science Gaming Meets Materials Science: Optimizing Grain Boundaries

Combining human play and machine learning to enhance material designs.

Christopher W. Adair, Oliver K. Johnson

2025-02-15T06:13:42+00:00 ― 7 min read

Optimization and Control Quantum Computing: The New Frontier in Optimization

Quantum technology is changing how we solve complex optimization problems across industries.

Zeguan Wu, Pouya Sampourmahani, Mohammadhossein Mohammadisiahroudi

2025-02-13T13:59:20+00:00 ― 7 min read

Quantum Physics Quantum Computing: A New Age of Optimization

Explore how quantum computing optimizes complex problems across various fields.

Jean Cazalis, Tirth Shah, Yahui Chai

2025-02-11T19:25:58+00:00 ― 7 min read

Optimization and Control The Secrets of Chemical Reaction Networks

Discover how chemical reactions influence life and economies.

Víctor Blanco, Gabriel González, Praful Gagrani

2025-02-11T11:22:30+00:00 ― 6 min read

Computational Engineering, Finance, and Science MAD-NG: The Future of Particle Acceleration

A powerful tool for designing advanced particle accelerators.

Laurent Deniau

2025-02-08T20:52:21+00:00 ― 6 min read

Emerging Technologies Quantum Computers: The Future of Optimization

Discover how quantum computing tackles complex optimization problems effectively.

Francisco Chicano, Gabiel Luque, Zakaria Abdelmoiz Dahi

2025-02-05T12:58:04+00:00 ― 8 min read

Systems and Control Boosting Battery Performance with PyBOP

Discover how PyBOP simplifies battery modeling and optimization.

Brady Planden, Nicola E. Courtier, Martin Robinson

2025-02-04T14:16:48+00:00 ― 6 min read

Quantum Physics Quantum Gradient Descent: A New Approach

Exploring a new quantum method for faster optimization in various fields.

Nhat A. Nghiem

2025-01-28T09:55:14+00:00 ― 5 min read

Machine Learning Understanding Local Complexity in Neural Networks

A look at how local complexity impacts neural network performance.

Niket Patel, Guido Montúfar

2025-01-27T04:43:30+00:00 ― 5 min read

Optimization and Control Mastering Complex Decisions with Multiple Objectives

Learn how to balance competing goals in decision-making.

Anas Mifrani

2025-01-26T19:46:00+00:00 ― 6 min read

Performance Boosting Traditional Machine Learning Performance

Discover ways to improve traditional ML methods and tackle performance issues.

Harsh Kumar, R. Govindarajan

2025-01-26T11:52:21+00:00 ― 6 min read

Probability Harnessing Reflected McKean-Vlasov SDEs: A Guide

Explore the power of reflected McKean-Vlasov SDEs in complex systems.

P. D. Hinds, A. Sharma, M. V. Tretyakov

2025-01-20T21:22:56+00:00 ― 6 min read

Neural and Evolutionary Computing Accelerating Network Optimization with Genetic Algorithms

Discover how GAPA speeds up network optimization using genetic algorithms.

Shanqing Yu, Meng Zhou, Jintao Zhou

2025-01-18T10:28:12+00:00 ― 5 min read