articleACS Engineering AuJan 6, 2026GOLD OA

Predictive Chemical Kinetic Modeling: Where We Succeed, Where We Struggle, and What Comes Next

Technion – Israel Institute of Technology · Boeing (Australia) · +4 more institutions

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Abstract

Chemical kinetic modeling plays a foundational role in fields ranging from energy to environmental science, pharmaceuticals, and advanced materials. The past two decades have seen remarkable progress, particularly in modeling gas-phase reactions for thermochemical processes, leading to impactful industrial applications such as steam cracking and air quality management. However, new challenges are emerging. The successful development of systematic methodologies for the description of gas-phase kinetics opens the possibility to apply the same approach to the study of more challenging systems. Here, we review recent advances, including ab initio transition state theory-based master equation estimation of…

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4
total citations
FWCI
19.81
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99%
References
135
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4

Topics & keywords

Keywords
  • Workflow
  • Focus (optics)
  • Quality (philosophy)
  • Lead (geology)
  • Work (physics)
  • Software
  • Empirical research
  • Scientific modelling
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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