Published May 1, 2024
| Version v1.0.0
Dataset
Open
Research data of variational operator learning: A unified paradigm marrying training neural operators and solving partial differential equations
Description
- This is the repository for the paper "Variational operator learning: A unified paradigm marrying training neural operators and solving partial differential equations" (accepted by Journal of the Mechanics and Physics of Solids). Please refer
README.mdfor detailed instructions to reproduce our experiments. -
This work was supported by National Key Research and Development Program of China (2023YFB3306700 and 2021YFF0306404), and National Natural Science Foundation of China (U2341233 and U21A20429).
- If you have any technical problems to report or interesting ideas to share, feel free to drop a issue at this issue board. The first author of this work is now actively seeking full-time internship opportunities and a doctoral position in AI4science, and if you are interested in collaborating with him, kindly consider drop him an email.
- Note: all data and codes in this repository are distributed under CC BY-NC-SA 4.0, and related algorithms are patent-protected. If you want to use materials in this repository for commercial purposes, please contact haopeng@dlut.edu.cn.
Files
Disclaimer.md
Files
(26.4 GB)
| Name | Size | |
|---|---|---|
|
md5:0a104051d0cc941fa50ae08541cabc7d
|
260.9 MB | Download |
|
md5:d144bc6f02825816e899020be7c5d070
|
544.6 MB | Download |
|
md5:6d47c892782e65a5809239ed204b3040
|
12.6 MB | Download |
|
md5:e10eb4e72a400faa818a7f1df741ddea
|
3.8 GB | Download |
|
md5:1253614e5754018ff16449759162499f
|
41.0 MB | Download |
|
md5:e3c725906bc26b7a3ef6ddaebe43ba7f
|
978 Bytes | Preview Download |
|
md5:e3a13d4630b8868a4710685e38977001
|
716.7 MB | Download |
|
md5:f5239fef9b7b4cb8c6eabd738dfd0a74
|
4.1 GB | Download |
|
md5:3301a7353d82602d6d5f4c5abf0d67b1
|
35.4 MB | Download |
|
md5:9a5bf48cb6a0c92080bebe86b372caf1
|
536.9 MB | Download |
|
md5:3e04815a50447a958b80858efac548ba
|
536.9 MB | Download |
|
md5:d5732fce5fb3d31e2e98c01e68bfa052
|
536.9 MB | Download |
|
md5:7c22b5904c0eca0f8804c27d4e0cd78b
|
536.9 MB | Download |
|
md5:5243c2dcd124686941f7fb8ada416ed6
|
536.9 MB | Download |
|
md5:7ba6ff8c80f2cd86291ade8c424e7359
|
536.9 MB | Download |
|
md5:fe99274385afa6c9a95f3763e5654aa4
|
536.9 MB | Download |
|
md5:0e8425b1e9c0fccbe15569bd1c54c315
|
536.9 MB | Download |
|
md5:34ab05349651cb8af6b3c600951d7bfc
|
536.9 MB | Download |
|
md5:bec115359f39b2d9a825f91d28b6bc91
|
536.9 MB | Download |
|
md5:c34b4749b7ab4c196a0e9c7d07debdd9
|
536.9 MB | Download |
|
md5:1901ba606e8b1e053c7e6dc80bbab18c
|
536.9 MB | Download |
|
md5:a5aa36c145e7d6bff9b3f7220acb1b66
|
536.9 MB | Download |
|
md5:37899c273a514fd4bac82fcaafd56836
|
536.9 MB | Download |
|
md5:73c467ca3e7c926f39bbcbdf1f39b644
|
536.9 MB | Download |
|
md5:99433e0a362bb7c0563efce7f81a5d24
|
536.9 MB | Download |
|
md5:1e41aace84b0eac4bffb7cd14c2c5f26
|
536.9 MB | Download |
|
md5:d635ce971e899b25d7f31225e4481e77
|
36.4 MB | Download |
|
md5:f3f7eda9851414fab7101f1608be7ae2
|
187.3 MB | Download |
|
md5:19af7079b52b3745468016763e5377c7
|
573.5 MB | Preview Download |
|
md5:907e37bdef77fe23c43e5d07f2ab2c8b
|
51.4 MB | Download |
|
md5:c0f4be1c8ebc575d79cdf123e31455cd
|
71.0 kB | Preview Download |
|
md5:1706f085a48b8383c4456a208d869ebe
|
536.9 MB | Download |
|
md5:4486d5491c65b74ca945676754bf9f09
|
536.9 MB | Download |
|
md5:32819fe9de6cf40ddace66f682c5a1e1
|
536.9 MB | Download |
|
md5:6f52777657d59486af26bf8b21c21574
|
536.9 MB | Download |
|
md5:09d8ed7128dbe233601bdcd09a5e86ed
|
536.9 MB | Download |
|
md5:81cb1454fdb2d6145127e668692faf7d
|
536.9 MB | Download |
|
md5:8ffc3b199098ce1ca05b3223c6e41d0b
|
536.9 MB | Download |
|
md5:cd5dd07b111a7edd21d4de9a666e493c
|
536.9 MB | Download |
|
md5:9deb02d76badd290bffd1e60e961cbfc
|
536.9 MB | Download |
|
md5:b3840b65b53f962322a4f7cec35a0b71
|
536.9 MB | Download |
|
md5:2823b5079e5cdd0f2c81347de32ca5e5
|
536.9 MB | Download |
|
md5:0c085cf8707e83f69524e9b8900f4b77
|
536.9 MB | Download |
|
md5:ebdcd5455da7d04b48855b8b3cea0626
|
308.1 MB | Download |
|
md5:ed290ea56f95ee400ded7fe5dd891c2c
|
69.6 MB | Download |