Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 353

The DOI matches its Crossref record; 36 of the 36 references it cites were found in a registry or an index.

Modeling and Simulating Chemical Reactions

Open access
Higham, Desmond J.·2008·SIAM Review

Abstract

Abstract. Many students are familiar with the idea of modeling chemical reactions in terms of ordinary differential equations. However, these deterministic reaction rate equations are really a certain large-scale limit of a sequence of finer-scale probabilistic models. In studying this hierarchy of models, students can be exposed to a range of modern ideas in applied and computational mathematics. This article introduces some of the basic concepts in an accessible manner and points to some challenges that currently occupy researchers in this area. Short, downloadable MATLAB codes are listed and described.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1137/060666457

Cites

36 of 36 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 36 references

Research works printed but not linked: 9

  1. 10.1214/105051606000000420 · doi:10.1214/105051606000000420
  2. 10.1016/j.pbiomolbio.2004.04.001 · DOI
  3. 10.1063/1.2109987 · doi:10.1063/1.2109987
  4. 10.1016/j.jcp.2006.06.019 · doi:10.1016/j.jcp.2006.06.019
  5. 10.7551/mitpress/6604.003.0021 · doi:10.7551/mitpress/6604.003.0021
  6. Gillespie D. T., 2005, J. Chem. Phys., 123
  7. D. J. Higham, and N. J. Higham, MATLAB Guide, 2nd ed. ed. SIAM, Philadelphia, 2005. · doi:10.1137/1.9780898717891
  8. Li H., Biotechnology Progr.
  9. Martínez-Urreaga J., 2003, Chem. Engrg. Educ., 37, 14

Cited by

See all 353

Metadata

Authors
Higham, D. J.
Venue
SIAM Review
Published
2008-01-01
Volume
50
Issue
2
Pages
347-368
ISSN
  • 0036-1445 (ISSN-L)
  • 1095-7200
OpenAlex
W2131766020
Cited by
353
References
36
FWCI
10.23
Type
journal article
Language
en
Open access
green
Funders
EPSRC (GR/S62383/01)

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: Modeling and Simulating Chemical Reactions. https://app.cochat.ai/papers/10.1137/060666457
The paper
Higham, D. J. (2008). Modeling and Simulating Chemical Reactions. SIAM Review. https://doi.org/10.1137/060666457

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.