DeepSeek vs. ChatGPT vs. Claude: A comparative study for scientific computing and scientific machine learning tasks

Qile Jiang, Zhiwei Gao, George Em Karniadakis
ISSN / E-ISSN
— / —
DOI
10.1016/j.taml.2025.100583 ↗
Volume · Issue · Pages
15 · 3 · 100583-100583
Publisher
Elsevier BV
Article URL
https://doi.org/10.1016/j.taml.2025.100583 ↗
Article details
Unverified
Publication date (each date has its type and source)
20 Mar 2025
OpenAlex publication date · source: OpenAlex
Dates on record for this article
TypeDateSource
OpenAlex publication date20 Mar 2025 OpenAlex

Keywords (as given): large language models; DeepSeek; ChatGPT; Claude; scientific machine learning; physics-informed machine learning; partial differential equations; numerical methods; LLM comparison

HEC Status at Publication Not the journal's current status

HEC Status at PublicationNot conclusive
Best available information, not a definitive status: Some rows of the HEC list for this period are not yet matched to a journal, so absence cannot be proved. Pending verification.
Journal
Theoretical and Applied Mechanics Letters
Publication date used
20 Mar 2025 (OpenAlex publication date)
Applicable HEC period
2024–25 (version 1) · 01 Oct 2024 – 31 Mar 2026
Category
—
Recognition status
Pending Verification (PERIOD_HAS_UNMATCHED_ROWS)
Source
—
Verification status
Unverified
This is an automatically generated summary based on the information available on the publication date. Terms & conditions apply.