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The spatial discretization is first carried out by the Fourier-based Galerkin approximation, and then the time integration of the resulting semi-discrete system is approximated by the explicit exponential Runge-Kutta approach, giving rise to the fully-discrete numerical solution. With certain regularity assumptions on the model problem, error estimate measured in\n                    <jats:inline-formula>\n                      <jats:alternatives>\n                        <jats:tex-math>$$H^2$$<\/jats:tex-math>\n                        <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <mml:msup>\n                            <mml:mi>H<\/mml:mi>\n                            <mml:mn>2<\/mml:mn>\n                          <\/mml:msup>\n                        <\/mml:math>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    -norm is explicitly derived for this method with two RK stages. Several two and three dimensional examples are shown to demonstrate the excellent performance of EIFG method, which verifies the theoretical results.\n                  <\/jats:p>","DOI":"10.1007\/s10915-026-03345-1","type":"journal-article","created":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T13:43:37Z","timestamp":1781703817000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Exponential Integrator Fourier Galerkin Method for Semilinear Parabolic Equations"],"prefix":"10.1007","volume":"108","author":[{"given":"Jianguo","family":"Huang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lili","family":"Ju","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-3437-7029","authenticated-orcid":false,"given":"Yuejin","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,6,17]]},"reference":[{"key":"3345_CR1","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/j.jmaa.2004.09.013","volume":"304","author":"J Aguirre","year":"2005","unstructured":"Aguirre, J., Rivas, J.: Hermite pseudospectral approximations. 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