Citation notice #9925 · 2026-08-12 12:17:59.929899+00:00

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond

Correction Crossref Open

cites Pao-Hsiung Chiu, Jian Cheng Wong, Chinchun Ooi, My Ha Dao, and Yew-Soon Ong, which carries a correction notice dated 2025-11-14. One-hop deterministic notice: the citation edge exists in the Pith bibliography graph; no model judged whether the citation was load-bearing.

This is not a judgment on the citing paper.

Citing paper Event page Original DOI Notice DOI File a formal challenge All reference changes

01Evidence

Raw extraction · bibliography line · bibliography index 2025

doi: 10.1007/s10915-025-02965-3. Pao-Hsiung Chiu, Jian Cheng Wong, Chinchun Ooi, My Ha Dao, and Yew-Soon Ong. CAN-PINN: A fast physics-informed neural network based on coupled-automatic-numerical differentiation method.Computer Methods in Applied Mechanics and Engineering, 395:114909,

Parser render (TeX stripped for reading; raw above is the evidence)

doi: 10.1007/s10915-025-02965-3. Pao-Hsiung Chiu, Jian Cheng Wong, Chinchun Ooi, My Ha Dao, and Yew-Soon Ong. CAN-PINN: A fast physics-informed neural network based on coupled-automatic-numerical differentiation method.Computer Methods in Applied Mechanics and Engineering, 395:114909

02Event

Type: Correction
Source: Crossref
Original DOI: 10.1007/s10915-025-02965-3
Notice DOI: 10.1007/s10915-025-03098-3
Date: 2025-11-14
Title: Correction to: Automatic Differentiation Is Essential in Training Neural Networks for Solving Differential Equations
Reasons: ['Correction']
Work: Pao-Hsiung Chiu, Jian Cheng Wong, Chinchun Ooi, My Ha Dao, and Yew-Soon Ong (?)

Schema constants (for re-runners): correction · crossref

03Dispute this notice

If this citation does not depend on the flagged claim, or the event is wrong, say so. Disputes are public. For a signed challenge against the paper itself, use the formal challenge form.