Computational Physics

Machine Learning Simplifying Neural Networks: Uncertainty and Efficiency

Learn how to streamline neural networks and improve prediction confidence.

Govinda Anantha Padmanabha, Cosmin Safta, Nikolaos Bouklas

2025-02-04T02:10:13+00:00 ― 7 min read

Graphics FlameForge: Revolutionizing Fire Safety in Wood Structures

FlameForge simulates fire behavior in wooden buildings to enhance safety design.

Daoming Liu, Jonathan Klein, Florian Rist

2025-02-03T22:45:16+00:00 ― 6 min read

Materials Science Harnessing Sunlight: The Future of Water Splitting

Discover how titanium dioxide is set to transform renewable energy production.

Marija Stojkovic, Edward Linscott, Nicola Marzari

2025-01-31T06:23:10+00:00 ― 7 min read

Numerical Analysis Thermal Radiative Transfer: A Vital Energy Game

Explore how photons interact with materials in high-energy physics.

Dmitriy Y. Anistratov, Terry S. Haut

2025-01-30T11:16:46+00:00 ― 5 min read

Machine Learning HPCNeuroNet: A Game Changer in Particle Physics Data Analysis

HPCNeuroNet improves particle physics data processing with advanced computing techniques.

Murat Isik, Hiruna Vishwamith, Jonathan Naoukin

2025-01-30T06:30:10+00:00 ― 5 min read

Materials Science Understanding Elastic Constants and Their Importance

Discover the role of elastic constants in material science and engineering.

Changpeng Lin, Samuel Poncé, Francesco Macheda

2025-01-29T01:02:48+00:00 ― 6 min read

Computational Physics Revolutionizing Fluid Tracking with CNN-SNS

A new method improves particle tracking in fluid dynamics using machine learning.

Xuan Luo, Zichao Jiang, Yi Zhang

2025-01-28T16:17:22+00:00 ― 7 min read

Computational Physics FLUKA v4-4.0: Advancements in Proton Dosimetry

New FLUKA version improves accuracy in proton radiation therapy simulations.

Alexandra-Gabriela Şerban, Juan Alejandro de la Torre González, Marta Anguiano

2025-01-28T10:43:00+00:00 ― 8 min read

Computational Physics Bridging Molecular Dynamics and Machine Learning

OpenMM-Python-Force connects MD simulations with machine learning for enhanced research.

Zhi Wang, Wen Yan

2025-01-28T05:08:38+00:00 ― 6 min read

Quantum Physics The Future of Quantum Diagonalization

Quantum diagonalization streamlines quantum computing, enhancing efficiency and problem-solving capabilities.

Juan Yao

2025-01-28T03:33:06+00:00 ― 7 min read

Mesoscale and Nanoscale Physics Tiny Devices with Big Impact: Nanomechanical Resonators

Explore the world of nanomechanical resonators and their crucial roles in technology.

Hendrik J. Algra, Zichao Li, Matthijs Langelaar

2025-01-27T18:47:40+00:00 ― 6 min read

Machine Learning Demystifying Tensors: A Simple Guide

Learn how tensors shape our understanding of complex data.

Shihao Shao, Yikang Li, Zhouchen Lin

2025-01-27T17:12:08+00:00 ― 6 min read

Computational Physics Density Functional Theory: A Deep Dive

Explore how Density Functional Theory helps scientists study atomic interactions.

Kai Luo, Tingguang Wang, Xinguo Ren

2025-01-26T15:43:36+00:00 ― 6 min read

Researchers use light to create superconductivity in Mott insulators.

Sujay Ray, Martin Eckstein, Philipp Werner

2025-01-25T13:27:18+00:00 ― 5 min read

Quantum Physics Quantum Computing: The Ising Model Unleashed

Explore the significance of the Ising model in quantum computing advancements.

Duc-Truyen Le, Vu-Linh Nguyen, Triet Minh Ha

2025-01-25T09:28:28+00:00 ― 6 min read

Instrumentation and Methods for Astrophysics Revolutionizing Gravitational Wave Data Analysis

New technique streamlines pulsar timing array data analysis for gravitational waves.

Bo Liang, Chang Liu, Tianyu Zhao

2025-01-25T07:52:56+00:00 ― 6 min read

Numerical Analysis Neural Networks: Physics Problem Solvers

Discover how neural networks tackle complex physics equations.

Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov

2025-01-24T22:19:44+00:00 ― 7 min read

Optics Harnessing Solar Energy: The SolarDesign Advantage

Discover how SolarDesign transforms solar power design for engineers and researchers.

Wei E. I. Sha, Xiaoyu Wang, Wenchao Chen

2025-01-24T19:56:26+00:00 ― 7 min read

Computational Physics Harnessing Machine Learning to Enhance Inertial Confinement Fusion Research

Discover how machine learning transforms ICF experiments and material understanding.

Daniel A. Serino, Evan Bell, Marc Klasky

2025-01-21T08:20:56+00:00 ― 7 min read

Optics Nanoplasmonics: Tiny Particles, Big Impact

A look into how nanoplasmonics shapes light control and technology.

Md. Imran Khan, Sayantani Ghosh, Arnold D. Kim

2025-01-20T20:24:26+00:00 ― 7 min read

Materials Science Peering into the Atomic World: Electron Microscopy Explained

Discover how electron microscopy reveals material structures at the atomic level.

Arya Bangun, Oleh Melnyk, Benjamin März

2025-01-19T10:58:14+00:00 ― 6 min read

Computational Physics Innovative Solutions for Vibration Isolation

Engineers use advanced AI technology to improve vibration control in various structures.

A. Tollardo, F. Cadini, M. Giglio

2025-01-17T16:46:36+00:00 ― 6 min read

Numerical Analysis New Activation Function Boosts Neural Network Performance

A fresh activation function enhances neural networks for solving complex physical problems.

Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov

2025-01-17T12:47:46+00:00 ― 5 min read

Physics - Computational Physics