一个可差异化的材料点方法框架,用于形状变形
IEEE transactions on visualization and computer graphics
|July 22, 2025
概括
本研究介绍了一种基于物理的变形技术,用于弹性形状的可微分材料点方法 (MPM). 它有效地处理复杂的拓变化,并产生连贯的,详细的变形序列.
科学领域:
- 计算机图形 计算机图形
- 计算物理 计算物理
- 几何建模 几何建模
背景情况:
- 弹性形状变形经常与复杂的拓变化作斗争.
- 现有的方法可能缺乏物理现实主义或时间连贯性.
- 材料点方法 (MPM) 为模拟具有变化拓的可变形物体提供了一个强大的框架.
研究的目的:
- 为弹性形状开发一种新的,基于物理的变形技术.
- 在统一的模拟框架内实现复杂的拓过渡.
- 为了生成时间连贯和详细的变形序列.
主要方法:
- 利用可分辨材料点方法 (MPM).
- 通过每颗粒子变形梯度实现时空控制.
- 采用链式代优化技术进行序列生成.
主要成果:
- 成功演示了以物理为基础的弹性形状的变形.
- 适应复杂的拓变化,包括物体的融合和裂变.
- 在具有挑战性的场景中产生了详细的弹性变形和连贯的变形序列.
结论:
- 提出的可微分的MPM方法为基于物理的弹性形状变形提供了一个强大的解决方案.
- 该方法有效地处理动态拓变化,并具有高保真度.
- 这种技术推进了现实的形状转换和动画的最新技术.
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