X線ビームモンテカルロシミュレーションにおけるアノードヒール効果の機械学習ベースモデリング
Hussein Harb1, Didier Benoit1, Axel Rannou1
1LaTIM, University of Brest, INSERM UMR1101, Brest, France.
Physics in medicine and biology
|December 15, 2025
まとめ
この研究は、X線画像システムのモンテカルロシミュレーションにおけるアノードヒール効果を正確にモデル化するための機械学習フレームワークを導入する。このアプローチは、実験的キャリブレーションを減らしてシミュレーションのリアリズムを高める。
関連する概念動画
Electron Orbital Model
Orbitals are the areas outside of the atomic nucleus where electrons are most likely to reside. They are characterized by different energy levels, shapes, and three-dimensional orientations. The location of electrons is described most generally by a shell or principal energy level, then by a subshell within each shell, and finally, by individual orbitals found within the subshells.The first shell is closest to the nucleus, and it has only one subshell with a single spherical orbital called the...
Electron Microscope Tomography and Single-particle Reconstruction
Transmission electron microscopy (TEM) can be used to determine the 3D structure of biological samples with the help of techniques such as electron microscope tomography and single-particle reconstruction. While single-particle reconstruction can examine macromolecules and macromolecular complexes in vitro conditions only, tomography permits the study of cell components or small cells in vivo.
Electron Tomography
Electron tomography can be performed either in TEM or STEM (scanning transmission...
Electron Tomography
Electron tomography can be performed either in TEM or STEM (scanning transmission...


