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19962026
most citedSMOTE: Synthetic Minority Over-sampling Technique

33.1k citations

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41 papers · 1 filter

physics.comp-ph2026★ 1 cited

Code-Verification Techniques for Particle-in-Cell Simulations with Direct Simulation Monte Carlo Collisions

Brian A. Freno, William J. McDoniel, Christopher H. Moore +1

Particle-in-cell methods with stochastic collision models are commonly used to simulate collisional plasma dynamics, with applications ranging from hypersonic flight to semiconduct…

physics.comp-ph2025

Reinforcement learning framework for the mechanical design of microelectronic components under multiphysics constraints

Siddharth Nair, Timothy F. Walsh, Greg Pickrell +1

This study focuses on the development of reinforcement learning based techniques for the design of microelectronic components under multiphysics constraints. While traditional desi…

physics.comp-ph2025★ 2 cited

Code-Verification Techniques for an Arbitrary-Depth Electromagnetic Slot Model

Brian A. Freno, Neil R. Matula, Robert A. Pfeiffer +1

Electromagnetic slot models are employed to efficiently simulate electromagnetic penetration through openings in an otherwise closed electromagnetic scatterer. Such models, which i…

physics.comp-ph2024★ 2 cited

Manufactured Solutions for an Electromagnetic Slot Model

Brian A. Freno, Neil R. Matula, Robert A. Pfeiffer +2

The accurate modeling of electromagnetic penetration is an important topic in computational electromagnetics. Electromagnetic penetration occurs through intentional or inadvertent…

physics.comp-ph2024★ 89 cited

First principles simulations of dense hydrogen

Michael Bonitz, Jan Vorberger, Mandy Bethkenhagen +24

Accurate knowledge of the properties of hydrogen at high compression is crucial for astrophysics (e.g. planetary and stellar interiors, brown dwarfs, atmosphere of compact stars) a…

physics.comp-ph2024★ 15 cited

Breaking the Molecular Dynamics Timescale Barrier Using a Wafer-Scale System

Kylee Santos, Stan Moore, Tomas Oppelstrup +11

Molecular dynamics (MD) simulations have transformed our understanding of the nanoscale, driving breakthroughs in materials science, computational chemistry, and several other fiel…