Computer Science and Informatics, Sandia National Laboratories, Albuquerque, New Mexico 87185-1316, USA.
J Chem Phys. 2010 Jun 21;132(23):234115. doi: 10.1063/1.3445267.
Understanding energy landscapes is a major challenge in chemistry and biology. Although a wide variety of methods have been invented and applied to this problem, very little is understood about the actual mathematical structures underlying such landscapes. Perhaps the most general assumption is the idea that energy landscapes are low-dimensional manifolds embedded in high-dimensional Euclidean space. While this is a very mild assumption, we have discovered an example of an energy landscape which is nonmanifold, demonstrating previously unknown mathematical complexity. The example occurs in the energy landscape of cyclo-octane, which was found to have the structure of a reducible algebraic variety, composed of the union of a sphere and a Klein bottle, intersecting in two rings.
理解能量景观是化学和生物学中的一个主要挑战。尽管已经发明和应用了多种方法,但对于这些景观背后的实际数学结构,我们了解甚少。也许最普遍的假设是能量景观是嵌入在高维欧几里得空间中的低维流形。虽然这是一个非常温和的假设,但我们发现了一个能量景观是非流形的例子,展示了以前未知的数学复杂性。这个例子出现在环己烷的能量景观中,它被发现具有可约代数簇的结构,由一个球体和一个克莱因瓶的并集组成,在两个环处相交。