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{"singlePage": [], "startSite": "", "filingNum": "", "onePageListNum": 15, "commentLabelColor": "#006b75", "yearColorList": ["#bc4c00", "#0969da", "#1f883d", "#A333D0"], "i18n": "CN", "themeMode": "manual", "dayTheme": "light", "nightTheme": "dark", "urlMode": "pinyin", "script": "", "style": "", "head": "", "indexScript": "", "indexStyle": "", "bottomText": "", "showPostSource": 1, "iconList": {}, "UTC": 8, "rssSplit": "sentence", "exlink": {}, "needComment": 1, "allHead": "", "title": "Fontsize's Blog", "subTitle": "Welcome to Fontsize's blog!", "avatarUrl": "https://github.githubassets.com/favicons/favicon.svg", "GMEEK_VERSION": "last", "postListJson": {"P1": {"htmlDir": "docs/post/ji-suan-+-wu-li- -qi-kan.html", "labels": ["paper"], "postTitle": "\u8ba1\u7b97+\u7269\u7406 \u671f\u520a", "postUrl": "post/ji-suan-%2B-wu-li-%20-qi-kan.html", "postSourceUrl": "https://github.com/321Fontsize/321Fontsize.github.io/issues/1", "commentNum": 0, "wordCount": 2064, "description": "# \u671f\u520a/\u6742\u5fd7\n\n- :one:[JCP](https://www.sciencedirect.com/journal/journal-of-computational-physics): Journal of Computational\uff0c\u8ba1\u7b97\u7269\u7406\u6742\u5fd7 \n - \u6fc0\u6ce2\u6355\u6349\u65b9\u6cd5\u4e2d\u7684TVD\u3001ENO\u3001WENO\u683c\u5f0f\n - \u8fce\u98ce\u683c\u5f0f\u901a\u91cf\u8ba1\u7b97\u65b9\u6cd5\u4e2d\u7684Roe, van Leer, AUSM\u7cfb\u5217\u683c\u5f0f\n - \u975e\u7ed3\u6784\u7f51\u683c\u4e0a\u7684\u9ad8\u7cbe\u5ea6\u7b97\u6cd5DG\u3001SV\u3001SD\u7b49\n - \u4e24\u76f8\u6d41VOF\n\n- :one:[CMAME](https://www.sciencedirect.com/journal/computer-methods-in-applied-mechanics-and-engineering): Computer Methods in Applied Mechanics and Engineering\uff0c\u5e94\u7528\u529b\u5b66\u4e0e\u5de5\u7a0b\u4e2d\u7684\u8ba1\u7b97\u673a\u65b9\u6cd5\n- :question:[SIAM]((https://www.siam.org/)): Society for Industrial and Applied Mathematics\uff0c\u5de5\u4e1a\u4e0e\u5e94\u7528\u6570\u5b66\u5b66\u4f1a\n - [SISC](https://www.siam.org/publications/siam-journals/siam-journal-on-scientific-computing/): SIAM Journal on Scientific Computing\n- :question:[Journal of Scientific Computing](https://link.springer.com/journal/10915)\uff1a\u79d1\u5b66\u8ba1\u7b97\u6742\u5fd7\n- :question:[JFM](https://www.cambridge.org/core/journals/journal-of-fluid-mechanics): Journal of Fluid Mechanics\uff0c\u6d41\u4f53\u529b\u5b66\u6742\u5fd7\n - JFM\u548cPhysics of fluids\u66f4\u4fa7\u91cd\u6d41\u52a8\u673a\u7406\uff0c\u8ba1\u7b97\u7c7b\u7684\u6587\u7ae0\u5c11\n- :question:PR\u7cfb\u5217\u662f\u6307Physical Review\u7cfb\u5217\u7684\u671f\u520a\uff0c\u8fd9\u662f\u7f8e\u56fd\u7269\u7406\u5b66\u4f1a\uff08American Physical Society, APS\uff09\u51fa\u7248\u7684\u4e00\u7cfb\u5217\u7269\u7406\u5b66\u5b66\u672f\u671f\u520a\n - [PRL](https://journals.aps.org/prl/): Physics Review Letters\n\n# \u77e5\u4e4e\u8bc4\u8bba\n\n## \u8ba1\u7b97\u6d41\u4f53\u529b\u5b66\u7684\u6743\u5a01\u671f\u520a\u6709\u54ea\u4e9b\uff1f[^1]\n\n\u8fd9\u4e00\u9886\u57df\uff0c\u6392\u7b2c\u4e00\u4f4d\u7684\u5e94\u8be5\u662fJCP\u3002", "top": 0, "createdAt": 1745914869, "style": "", "script": "", "head": "", "ogImage": "https://github.githubassets.com/favicons/favicon.svg", "createdDate": "2025-04-29", "dateLabelColor": "#0969da"}, "P2": {"htmlDir": "docs/post/PINNs-lun-wen.html", "labels": ["paper"], "postTitle": "PINNs\u8bba\u6587", "postUrl": "post/PINNs-lun-wen.html", "postSourceUrl": "https://github.com/321Fontsize/321Fontsize.github.io/issues/2", "commentNum": 0, "wordCount": 2472, "description": "# AI4Science\n\n- [ ] Wang H, Fu T, Du Y, Gao W, Huang K, Liu Z, Chandak P, Liu S, Van Katwyk P, Deac A, Anandkumar A, Bergen K, Gomes CP, Ho S, Kohli P, Lasenby J, Leskovec J, Liu TY, Manrai A, Marks D, Ramsundar B, Song L, Sun J, Tang J, Velickovic P, Welling M, Zhang L, Coley CW, Bengio Y, Zitnik M. **Scientific discovery in the age of artificial intelligence**. Nature 2023, 620(7972): 47-60. \ud83d\udd0d\u3010AI4Science\u3011\u79d1\u5b66\u53d1\u73b0\u7efc\u8ff0\n- [ ] Karniadakis GE, Kevrekidis IG, Lu L, Perdikaris P, Wang S, Yang L. **Physics-informed machine learning**. Nature Reviews Physics 2021.\n\n### PINNs\n\n- [ ] Wang S, Sankaran S, Perdikaris P. **Respecting causality is all you need for training physics-informed neural networks**. arXiv preprint arXiv:220307404 2022. \ud83d\udd0d\u65f6\u5e8f\u56e0\u679c\u7ed3\u6784\u5f15\u5165\u4e86\u6570\u503c\u65b9\u6cd5\u7684\u5206\u6b65\u601d\u60f3\n\n- [ ] Wang S, Yu X, Perdikaris P. **When and why PINNs fail to train: A neural tangent kernel perspective**. Journal of Computational Physics 2022, 449: 110768. \ud83d\udd0d\u795e\u7ecf\u6b63\u5207\u6838\uff0cPINNs\u5931\u6548\n\n### \u795e\u7ecf\u7b97\u5b50\u7ed3\u6784\u7f51\u7edc\n\n- [ ] Lu L, Jin P, Pang G, Zhang Z, Karniadakis GE. **Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators**. Nature Machine Intelligence 2021, 3(3): 218-229. \ud83d\udd0d\u3010DeepONet\u3011\u7ed3\u6784\n- [ ] Li Z, Kovachki N, Azizzadenesheli K, Liu B, Bhattacharya K, Stuart A, Anandkumar A. **Fourier neural operator for parametric partial differential equations**. arXiv preprint arXiv:201008895 2020. \ud83d\udd0d\u5085\u91cc\u53f6\u795e\u7ecf\u7b97\u5b50\u3010FNO\u3011\u7ed3\u6784\n\n# \u672c\u79d1\u6bd5\u8bbe\u8bba\u6587\u9605\u8bfb\n\n\u8fd9\u90e8\u5206\u8bba\u6587\u4e3b\u8981\u662f\u5728\u5b8c\u6210\u672c\u79d1\u6bd5\u8bbe\u7684\u8fc7\u7a0b\u4e2d\u9605\u8bfb\u7684\u3002", "top": 0, "createdAt": 1745916214, "style": "", "script": "", "head": "", "ogImage": "https://github.githubassets.com/favicons/favicon.svg", "createdDate": "2025-04-29", "dateLabelColor": "#0969da"}, "P3": {"htmlDir": "docs/post/ge-ren-jian-jie--Fontsize's Page.html", "labels": ["profile"], "postTitle": "\u4e2a\u4eba\u7b80\u4ecb-Fontsize's Page", "postUrl": "post/ge-ren-jian-jie--Fontsize%27s%20Page.html", "postSourceUrl": "https://github.com/321Fontsize/321Fontsize.github.io/issues/3", "commentNum": 0, "wordCount": 97, "description": "Welcome to my page! \ud83c\udf4f \n\nMy primary interests lie in:\n\n- Physics-informed machine learning\n- ...\n\n\u3002", "top": 0, "createdAt": 1745916573, "style": "", "script": "", "head": "", "ogImage": "https://github.githubassets.com/favicons/favicon.svg", "createdDate": "2025-04-29", "dateLabelColor": "#0969da"}, "P4": {"htmlDir": "docs/post/liang-xiang-liu-xue-xi.html", "labels": ["research"], "postTitle": "\u4e24\u76f8\u6d41\u5b66\u4e60", "postUrl": "post/liang-xiang-liu-xue-xi.html", "postSourceUrl": "https://github.com/321Fontsize/321Fontsize.github.io/issues/4", "commentNum": 0, "wordCount": 83, "description": "\u65af\u8482\u82ac\u95ee\u9898\uff08Stefan problems\uff09https://mp.weixin.qq.com/s/La1QzH1U5TKWR6iBh5gYFA \u662f\u4e24\u76f8\u6d41\u7684\u4e00\u7c7b\u6a21\u578b\u3002", "top": 0, "createdAt": 1745920046, "style": "", "script": "", "head": "", "ogImage": "https://github.githubassets.com/favicons/favicon.svg", "createdDate": "2025-04-29", "dateLabelColor": "#0969da"}, "P6": {"htmlDir": "docs/post/ke-yan---ke-yan-xi-guan.html", "labels": ["research"], "postTitle": "\u79d1\u7814-\u79d1\u7814\u4e60\u60ef", "postUrl": "post/ke-yan---ke-yan-xi-guan.html", "postSourceUrl": "https://github.com/321Fontsize/321Fontsize.github.io/issues/6", "commentNum": 0, "wordCount": 339, "description": "\u65e5\u5e38\uff1a\n\n1. \u6bcf\u5468\u60f3\u4e00\u4e9bideas\uff0c\u548c\u5bfc\u5e08\u4ee5\u53ca\u8eab\u8fb9\u7684\u540c\u5b66\u8ba8\u8bba\u8fd9\u4e9bideas\u597d\u6216\u8005\u4e0d\u597d\u3002", "top": 0, "createdAt": 1745920457, "style": "", "script": "", "head": "", "ogImage": "https://github.githubassets.com/favicons/favicon.svg", "createdDate": "2025-04-29", "dateLabelColor": "#0969da"}, "P7": {"htmlDir": "docs/post/ke-yan---guan-li-&-yue-du-lun-wen.html", "labels": ["research"], "postTitle": "\u79d1\u7814-\u7ba1\u7406&\u9605\u8bfb\u8bba\u6587", "postUrl": "post/ke-yan---guan-li-%26-yue-du-lun-wen.html", "postSourceUrl": "https://github.com/321Fontsize/321Fontsize.github.io/issues/7", "commentNum": 0, "wordCount": 409, "description": "# \u7ba1\u7406\n\n\u53c2\u8003\u77e5\u7f51\u6587\u732e\u5bfc\u51fa\uff08\u5bfc\u51fa\u4e0e\u5206\u6790 :arrow_right: \u5bfc\u51fa\u6587\u732e :arrow_right: \u81ea\u5b9a\u4e49 :arrow_right: \u4e0b\u8f7dxls\uff09\uff0c\u5728\u67d0\u4e2a\u65f6\u95f4\u6bb5\u5185\uff0c\u6211\u4eec\u770b\u4e86\u82e5\u5e72\u7bc7\u8bba\u6587\uff0c\u53ef\u4ee5\u5c06\u5176\u6309\u5982\u4e0b\u65b9\u5f0f\u6c47\u603b\uff1a\n\n\u4f5c\u8005 + \u9898\u540d + \u5173\u952e\u8bcd + \u6458\u8981\n\n# \u9605\u8bfb\n\n\u6bcf\u4e00\u7bc7\u8bba\u6587\u505a\u597d\u8bfb\u4e66\u7b14\u8bb0\u3002", "top": 0, "createdAt": 1745920716, "style": "", "script": "", "head": "", "ogImage": "https://github.githubassets.com/favicons/favicon.svg", "createdDate": "2025-04-29", "dateLabelColor": "#0969da"}, "P8": {"htmlDir": "docs/post/yue-du-ji-lu---shi-ti-shu.html", "labels": ["life"], "postTitle": "\u9605\u8bfb\u8bb0\u5f55-\u5b9e\u4f53\u4e66", "postUrl": "post/yue-du-ji-lu---shi-ti-shu.html", "postSourceUrl": "https://github.com/321Fontsize/321Fontsize.github.io/issues/8", "commentNum": 0, "wordCount": 8109, "description": "To Read List\n\n- [ ] \u300a\u8bb8\u4e09\u89c2\u5356\u8840\u8bb0\u300b\n- [ ] \u300a\u66ae\u5149\u4e4b\u57ce\u300b\n\n## 2026\uff1a5\n\n- \u300a\u767e\u5e74\u5b64\u72ec\u300b-[\u54e5\u4f26\u6bd4\u4e9a]\u52a0\u897f\u4e9a\u00b7\u9a6c\u5c14\u514b\u65af\uff08\u8303\u6654\u8bd1\uff09 :white_check_mark: 03/01\n - \u6709\u6eba\u6c34\u8005\u5728\u5148\uff0c\u5e76\u4e14\u5bb6\u91cc\u521a\u597d\u6709\u767e\u5e74\u5b64\u72ec\u7684\u5b9e\u4f53\u4e66\uff0c\u6211\u5c31\u51b3\u5b9a\u628a\u5bd2\u5047\u5269\u4f59\u7684\u8bfb\u4e66\u65f6\u95f4\u5b89\u6392\u7ed9\u5b83\u4e86\u3002", "top": 0, "createdAt": 1746951870, "style": "", "script": "", "head": "", "ogImage": "https://github.githubassets.com/favicons/favicon.svg", "createdDate": "2025-05-11", "dateLabelColor": "#0969da"}, "P9": {"htmlDir": "docs/post/yue-du-ji-lu---wang-wen.html", "labels": ["life"], "postTitle": "\u9605\u8bfb\u8bb0\u5f55-\u7f51\u6587", "postUrl": "post/yue-du-ji-lu---wang-wen.html", "postSourceUrl": "https://github.com/321Fontsize/321Fontsize.github.io/issues/9", "commentNum": 0, "wordCount": 306, "description": "## Current\n\n\u300a\u6211\u4e0d\u662f\u620f\u795e\u300b\n\n## 2025\n\n- \u300a\u5251\u6765\u300b-\u70fd\u706b\u620f\u8bf8\u4faf 05/17\n\n## 2024\n\n- \u300a\u4e00\u4e16\u4e4b\u5c0a\u300b-\u7231\u6f5c\u6c34\u7684\u4e4c\u8d3c\n- \u300a\u5341\u65e5\u7ec8\u7109\u300b-\u6740\u866b\u961f\u961f\u5458\n- \u300a\u89c4\u5219\u602a\u8c08\uff1a\u5f00\u5c40\u62d4\u4e86\u8001\u5934\u6c27\u6c14\u7ba1\u300b\uff1a\u4e00\u822c\u822c\uff0c\u6ce1\u9762\u6587\n- \u300a\u6211\u5728\u7cbe\u795e\u75c5\u9662\u5b66\u65a9\u795e\u300b-\u4e09\u4e5d\u97f3\u57df\n- \u300a\u5f02\u517d\u8ff7\u57ce\u300b-\u5f6d\u6e43\n- \u300a\u4f20\u8bf4\u7ba1\u7406\u5c40\u300b-\u6740\u866b\u961f\u961f\u5458\n- \u300a\u5927\u738b\u9976\u547d\u300b-\u4f1a\u8bf4\u8bdd\u7684\u8098\u5b50\n\n## 2023 --> 2021\n\n\u8be1\u79d8\u4e4b\u4e3b\u3001\u5927\u5949\u6253\u66f4\u4eba\u3001\u60ca\u609a\u4e50\u56ed\n\n\u7b2c\u4e00\u5e8f\u5217\u3001\u957f\u591c\u4f59\u706b\u3001\u5bbf\u547d\u4e4b\u73af\uff08\u5f03\uff09\n\n\u906e\u5929\n\n## Earlier\n\n\u6597\u7f57\u5927\u9646(1/2/3)\u3001\u5929\u73e0\u53d8\u3001\u795e\u5370\u738b\u5ea7\n\n\u6597\u7834\u82cd\u7a79\u3001\u6b66\u52a8\u4e7e\u5764\u3001\u5927\u4e3b\u5bb0\uff08\u5f03\uff09\u3001\u5143\u5c0a\n\n\u65e0\u5c3d\u4e39\u7530\n\n\u5b8c\u7f8e\u4e16\u754c\n\n\u3002", "top": 0, "createdAt": 1747640718, "style": "", "script": "", "head": "", "ogImage": "https://github.githubassets.com/favicons/favicon.svg", "createdDate": "2025-05-19", "dateLabelColor": "#0969da"}, "P10": {"htmlDir": "docs/post/ke-yan---wen-xian-jian-suo.html", "labels": ["research"], "postTitle": "\u79d1\u7814-\u6587\u732e\u68c0\u7d22", "postUrl": "post/ke-yan---wen-xian-jian-suo.html", "postSourceUrl": "https://github.com/321Fontsize/321Fontsize.github.io/issues/10", "commentNum": 0, "wordCount": 1876, "description": "# 0. \u6587\u732e\u68c0\u7d22\u7684\u4f5c\u7528\n\n- \u907f\u514d\u91cd\u590d\u52b3\u52a8\uff0c\u627e\u5230\u522b\u4eba\u5df2\u7ecf\u505a\u8fc7\u7684\u5de5\u4f5c\uff1b\n- \u4e86\u89e3\u95ee\u9898\u7684\u8d77\u6e90\u3001\u53d1\u5c55\u4e0e\u73b0\u72b6\uff1b\n- \u660e\u767d\u54ea\u4e9b\u65b9\u6cd5\u6709\u6548\u3001\u54ea\u4e9b\u201c\u5751\u201d\u9700\u89c4\u907f\uff1b\n- \u770b\u61c2\u9876\u7ea7\u671f\u520a\u8bba\u6587\u91cc\u7684\u4e13\u4e1a\u672f\u8bed\u548c\u7814\u7a76\u5957\u8def\u3002", "top": 0, "createdAt": 1749729409, "style": "", "script": "", "head": "", "ogImage": "https://github.githubassets.com/favicons/favicon.svg", "createdDate": "2025-06-12", "dateLabelColor": "#0969da"}}, "singeListJson": {}, "labelColorDict": {"life": "#E50486", "paper": "#7BD256", "profile": "#C77B79", "research": "#9120B0"}, "displayTitle": "Fontsize's Blog", "faviconUrl": "https://github.githubassets.com/favicons/favicon.svg", "ogImage": "https://github.githubassets.com/favicons/favicon.svg", "primerCSS": "<link href='https://mirrors.sustech.edu.cn/cdnjs/ajax/libs/Primer/21.0.7/primer.css' rel='stylesheet' />", "homeUrl": "https://321Fontsize.github.io", "prevUrl": "disabled", "nextUrl": "disabled"}