First-principles-based multiscale, multiparadigm molecular mechanics and dynamics methods for describing complex chemical processes.
We expect that systematic and seamless computational upscaling and downscaling for modeling, predicting, or optimizing material and system properties and behavior with atomistic resolution will eventually be sufficiently accurate and practical that it will transform the mode of development in the materials, chemical, catalysis, and Pharma industries. However, despite truly dramatic progress in methods, software, and hardware, this goal remains elusive, particularly for systems that exhibit inherently complex chemistry under normal or extreme conditions of temperature, pressure, radiation, and others. We describe here some of the significant progress towards solving these problems via a general multiscale, multiparadigm strategy based on first-principles quantum mechanics (QM), and the development of breakthrough methods for treating reaction processes, excited electronic states, and weak bonding effects on the conformational dynamics of large-scale molecular systems. These methods have resulted directly from filling in the physical and chemical gaps in existing theoretical and computational models, within the multiscale, multiparadigm strategy. To illustrate the procedure we demonstrate the application and transferability of such methods on an ample set of challenging problems that span multiple fields, system length- and timescales, and that lay beyond the realm of existing computational or, in some case, experimental approaches, including understanding the solvation effects on the reactivity of organic and organometallic structures, predicting transmembrane protein structures, understanding carbon nanotube nucleation and growth, understanding the effects of electronic excitations in materials subjected to extreme conditions of temperature and pressure, following the dynamics and energetics of long-term conformational evolution of DNA macromolecules, and predicting the long-term mechanisms involved in enhancing the mechanical response of polymer-based hydrogels.
Chemistry and Chemical Engineering, California Institute of Technology, Mail code 139-74, 1200 E California Blvd, Pasadena, CA 91125, USA. ajaramil@wag.caltech.edu
Andres
A
Jaramillo-Botero
Robert
R
Nielsen
Ravi
R
Abrol
Julius
J
Su
Tod
T
Pascal
Jonathan
J
Mueller
William A
WA
Goddard
D001696:Biomechanical Phenomena; D055598:Chemical Phenomena; D004247:DNA / Q000737:chemistry* / Q000378:metabolism; D006358:Hot Temperature; D020100:Hydrogels / Q000737:chemistry / Q000378:metabolism; D008968:Molecular Conformation; D056004:Molecular Dynamics Simulation; D011789:Quantum Theory; D012984:Software; D055672:Static Electricity; D013816:Thermodynamics
D020100:Hydrogels; D004247:DNA