{"id":11636,"date":"2022-03-25T10:30:41","date_gmt":"2022-03-25T10:30:41","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=11636"},"modified":"2022-03-28T01:38:39","modified_gmt":"2022-03-28T01:38:39","slug":"nvidia-cong-bo-nen-tang-digital-twin-danh-cho-linh-vuc-dien-toan-khoa-hoc","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/nvidia-cong-bo-nen-tang-digital-twin-danh-cho-linh-vuc-dien-toan-khoa-hoc-p11636\/","title":{"rendered":"NVIDIA c\u00f4ng b\u1ed1 n\u1ec1n t\u1ea3ng Digital Twin d\u00e0nh cho l\u0129nh v\u1ef1c \u0111i\u1ec7n to\u00e1n khoa h\u1ecdc"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p><strong><em>NVIDIA Modulus v\u1edbi Physics-Informed AI k\u1ebft h\u1ee3p c\u00f9ng Omniverse mang l\u1ea1i nh\u1eefng b\u01b0\u1edbc ti\u1ebfn quy m\u00f4 h\u00e0ng tri\u1ec7u l\u1ea7n \u0111\u1ec3 t\u1ea1o m\u00f4 h\u00ecnh hi\u1ec7n t\u01b0\u1ee3ng v\u1eadt l\u00fd cho NVIDIA&#8217;s Earth-2 v\u00e0 c\u00e1c trang tr\u1ea1i gi\u00f3 c\u1ee7a Siemens Gamesa<\/em><\/strong><\/p>\n<p><strong>GTC 2022<\/strong> &#8211; NVIDIA v\u1eeba c\u00f4ng b\u1ed1 m\u1ed9t n\u1ec1n t\u1ea3ng d\u00e0nh cho c\u00e1c phi\u00ean b\u1ea3n s\u1ed1 (digital twin) trong l\u0129nh v\u1ef1c khoa h\u1ecdc gi\u00fap t\u0103ng t\u1ed1c c\u00e1c m\u00f4 h\u00ecnh Machine Learning (ML) v\u1eadt l\u00fd \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 khoa h\u1ecdc v\u00e0 k\u1ef9 thu\u1eadt \u1edf quy m\u00f4 h\u00e0ng tri\u1ec7u l\u1ea7n v\u00e0 c\u00f3 t\u1ed1c \u0111\u1ed9 nhanh h\u01a1n h\u00e0ng ngh\u00ecn l\u1ea7n so v\u1edbi tr\u01b0\u1edbc \u0111\u00e2y.<\/p>\n<p>N\u1ec1n t\u1ea3ng phi\u00ean b\u1ea3n s\u1ed1 t\u0103ng t\u1ed1c d\u00e0nh cho \u0111i\u1ec7n to\u00e1n trong l\u0129nh v\u1ef1c khoa h\u1ecdc bao g\u1ed3m\u00a0<a title=\"\" href=\"https:\/\/developer.nvidia.com\/modulus\" target=\"_blank\" rel=\"nofollow noopener\">NVIDIA Modulus AI framework<\/a>\u00a0\u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh m\u1ea1ng n\u01a1-ron ML v\u1eadt l\u00fd v\u00e0\u00a0n\u1ec1n t\u1ea3ng m\u00f4 ph\u1ecfng th\u1ebf gi\u1edbi \u1ea3o 3D <a href=\"https:\/\/www.nvidia.com\/en-us\/omniverse\/\">NVIDIA Omniverse<\/a>.<\/p>\n<p>N\u1ec1n t\u1ea3ng c\u00f3 th\u1ec3 t\u1ea1o c\u00e1c m\u00f4 ph\u1ecfng AI t\u01b0\u01a1ng t\u00e1c trong th\u1eddi gian th\u1ef1c c\u00f3 ph\u1ea3n h\u1ed3i v\u1eadt l\u00fd (physics-informed) \u0111\u1ec3 ph\u1ea3n \u00e1nh ch\u00ednh x\u00e1c th\u1ebf gi\u1edbi th\u1ef1c, t\u0103ng t\u1ed1c c\u00e1c m\u00f4 ph\u1ecfng nh\u01b0 t\u00ednh to\u00e1n \u0111\u1ed9ng l\u1ef1c h\u1ecdc ch\u1ea5t l\u1ecfng nhanh h\u01a1n g\u1ea5p 10.000 l\u1ea7n so v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng \u0111\u1ec3 m\u00f4 ph\u1ecfng k\u1ef9 thu\u1eadt v\u00e0 quy tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a thi\u1ebft k\u1ebf.\u00a0N\u00f3 cho ph\u00e9p c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u00f3 th\u1ec3 m\u00f4 h\u00ecnh h\u00f3a c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ee9c t\u1ea1p ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c hi\u1ec7n t\u01b0\u1ee3ng th\u1eddi ti\u1ebft kh\u1eafc nghi\u1ec7t, v\u1edbi t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n khi so s\u00e1nh v\u1edbi c\u00e1c m\u00f4 h\u00ecnh AI tr\u01b0\u1edbc \u0111\u00e2y.<\/p>\n<p>C\u00f4ng ty \u0111\u00e3 \u0111\u01b0a ra hai v\u00ed d\u1ee5 v\u1ec1 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y.\u00a0M\u00f4 h\u00ecnh NVIDIA FourCastNet physics-ML m\u00f4 ph\u1ecfng c\u00e1c ki\u1ec3u th\u1eddi ti\u1ebft tr\u00ean to\u00e0n c\u1ea7u v\u00e0 d\u1ef1 \u0111o\u00e1n c\u00e1c hi\u1ec7n t\u01b0\u1ee3ng th\u1eddi ti\u1ebft kh\u1eafc nghi\u1ec7t, ch\u1eb3ng h\u1ea1n nh\u01b0 b\u00e3o, v\u1edbi \u0111\u1ed9 tin c\u1eady cao h\u01a1n v\u00e0 nhanh h\u01a1n t\u1edbi 45.000 l\u1ea7n so v\u1edbi c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n s\u1ed1 truy\u1ec1n th\u1ed1ng.\u00a0Ngo\u00e0i ra, Siemens Gamesa Renewable Energy \u0111ang s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a thi\u1ebft k\u1ebf tuabin gi\u00f3.<\/p>\n<p>\u201c\u0110i\u1ec7n to\u00e1n t\u0103ng t\u1ed1c v\u1edbi AI \u1edf quy m\u00f4 trung t\u00e2m d\u1eef li\u1ec7u c\u00f3 ti\u1ec1m n\u0103ng mang l\u1ea1i hi\u1ec7u su\u1ea5t t\u0103ng g\u1ea5p h\u00e0ng tri\u1ec7u l\u1ea7n \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c, ch\u1eb3ng h\u1ea1n nh\u01b0 gi\u1ea3m thi\u1ec3u bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu, ph\u00e1t minh thu\u1ed1c v\u00e0 t\u00ecm ki\u1ebfm c\u00e1c ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o m\u1edbi\u201d. Ian Buck &#8211; Ph\u00f3 ch\u1ee7 t\u1ecbch \u0110i\u1ec7n to\u00e1n t\u0103ng t\u1ed1c t\u1ea1i NVIDIA cho bi\u1ebft.\u00a0\u201cFramework h\u1ed7 tr\u1ee3 AI c\u1ee7a NVIDIA d\u00e0nh cho c\u00e1c phi\u00ean b\u1ea3n s\u1ed1 khoa h\u1ecdc s\u1ebd trang b\u1ecb cho c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u1ec3 theo \u0111u\u1ed5i c\u00e1c gi\u1ea3i ph\u00e1p cho nh\u1eefng v\u1ea5n \u0111\u1ec1 l\u1edbn n\u00e0y.\u201d<\/p>\n<p><strong>NVIDIA Modulus v\u00e0 Omniverse<\/strong><\/p>\n<p>NVIDIA Modulus mang c\u1ea3 d\u1eef li\u1ec7u v\u00e0 v\u1eadt l\u00fd chi ph\u1ed1i v\u00e0o account \u0111\u1ec3 \u0111\u00e0o t\u1ea1o m\u1ea1ng n\u01a1-ron t\u1ea1o ra m\u00f4 h\u00ecnh \u0111\u1ea1i di\u1ec7n AI cho c\u00e1c phi\u00ean b\u1ea3n s\u1ed1.\u00a0Sau \u0111\u00f3, \u0111\u1ea1i di\u1ec7n c\u00f3 th\u1ec3 suy lu\u1eadn h\u00e0nh vi h\u1ec7 th\u1ed1ng m\u1edbi trong th\u1eddi gian th\u1ef1c, cho ph\u00e9p c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u1ed9ng v\u00e0 l\u1eb7p l\u1ea1i. S\u1ef1 t\u00edch h\u1ee3p v\u1edbi Omniverse mang l\u1ea1i h\u00ecnh \u1ea3nh tr\u1ef1c quan v\u00e0 kh\u00e1m ph\u00e1 t\u01b0\u01a1ng t\u00e1c trong th\u1eddi gian th\u1ef1c.<\/p>\n<p>B\u1ea3n ph\u00e1t h\u00e0nh m\u1edbi nh\u1ea5t c\u1ee7a Modulus cho ph\u00e9p \u0111\u00e0o t\u1ea1o theo h\u01b0\u1edbng d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng Fourier neural operator, m\u1ed9t framework cho ph\u00e9p AI gi\u1ea3i c\u00e1c ph\u01b0\u01a1ng tr\u00ecnh vi ph\u00e2n ri\u00eang li\u00ean quan \u0111\u1ed3ng th\u1eddi.\u00a0N\u00f3 c\u0169ng t\u00edch h\u1ee3p c\u00e1c m\u00f4 h\u00ecnh ML v\u1edbi d\u1eef li\u1ec7u th\u1eddi ti\u1ebft v\u00e0 kh\u00ed h\u1eadu, ch\u1eb3ng h\u1ea1n nh\u01b0 b\u1ed9 d\u1eef li\u1ec7u ERA5 t\u1eeb Trung t\u00e2m d\u1ef1 b\u00e1o th\u1eddi ti\u1ebft trung h\u1ea1n c\u1ee7a Ch\u00e2u \u00c2u.<\/p>\n<p>B\u1ed5 sung cho Modulus, NVIDIA Omniverse l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng\u00a0<a title=\"\" href=\"https:\/\/www.nvidia.com\/en-us\/omniverse\/solutions\/3d-design-collaboration\/\" target=\"_blank\" rel=\"nofollow noopener\">h\u1ee3p t\u00e1c thi\u1ebft k\u1ebf 3D<\/a>\u00a0v\u00e0 m\u00f4 ph\u1ecfng th\u1ebf gi\u1edbi \u1ea3o theo th\u1eddi gian th\u1ef1c.\u00a0N\u00f3 cho ph\u00e9p kh\u00e1m ph\u00e1 t\u01b0\u01a1ng t\u00e1c v\u00e0 tr\u1ef1c quan h\u00f3a c\u00e1c phi\u00ean b\u1ea3n s\u1ed1 theo th\u1eddi gian th\u1ef1c\u00a0s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh \u0111\u1ea1i di\u1ec7n \u0111\u1ea7u ra t\u1eeb Modulus.<\/p>\n<p><strong>NVIDIA FourCastNet<\/strong><\/p>\n<p>Fourier neural operator v\u00e0 transformer cho ph\u00e9p m\u00f4 h\u00ecnh NVIDIA <a href=\"https:\/\/arxiv.org\/abs\/2202.11214\">FourCastNet<\/a> physics-ML \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u00ean 10TB d\u1eef li\u1ec7u h\u1ec7 th\u1ed1ng c\u1ee7a Tr\u00e1i \u0111\u1ea5t.\u00a0L\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn t\u1edbi\u00a0<a href=\"https:\/\/blogs.nvidia.com\/blog\/2021\/11\/12\/earth-2-supercomputer\/\">Earth-2<\/a>, h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u b\u1edfi NVIDIA CEO &#8211; Jensen Huang\u00a0nh\u1eb1m t\u1ea1o ra m\u1ed9t phi\u00ean b\u1ea3n s\u1ed1 c\u1ee7a Tr\u00e1i \u0111\u1ea5t trong Omniverse &#8211; FourCastNet m\u00f4 ph\u1ecfng v\u00e0 d\u1ef1 \u0111o\u00e1n h\u00e0nh vi c\u0169ng nh\u01b0 r\u1ee7i ro c\u1ee7a c\u00e1c hi\u1ec7n t\u01b0\u1ee3ng th\u1eddi ti\u1ebft kh\u1eafc nghi\u1ec7t nh\u01b0 b\u00e3o v\u00e0 s\u00f4ng kh\u00ed quy\u1ec3n (atmospheric river) v\u1edbi \u0111\u1ed9 tin c\u1eady cao h\u01a1n v\u00e0 nhanh h\u01a1n \u0111\u1ebfn 45.000 l\u1ea7n.<\/p>\n<p>&#8220;C\u00e1c phi\u00ean b\u1ea3n k\u1ef9 thu\u1eadt s\u1ed1 cho ph\u00e9p c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh t\u01b0\u01a1ng t\u00e1c v\u1edbi d\u1eef li\u1ec7u v\u00e0 kh\u00e1m ph\u00e1 c\u00e1c t\u00ecnh hu\u1ed1ng c\u00f3 th\u1ec3 x\u1ea3y ra nhanh ch\u00f3ng, \u0111i\u1ec1u g\u1ea7n nh\u01b0 kh\u00f4ng th\u1ec3 v\u1edbi c\u00e1c k\u1ef9 thu\u1eadt t\u1ea1o m\u00f4 h\u00ecnh truy\u1ec1n th\u1ed1ng v\u00ec ch\u00fang \u0111\u1eaft ti\u1ec1n v\u00e0 t\u1ed1n th\u1eddi gian&#8221;. Karthik Kashinath, nh\u00e0 khoa h\u1ecdc v\u00e0 k\u1ef9 s\u01b0 ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 c\u1ea5p cao t\u1ea1i NVIDIA. &#8220;T\u1eeb trung t\u00e2m \u0111\u1ebfn Earth-2, FourCastNet h\u1ed7 tr\u1ee3 s\u1ef1 ph\u00e1t tri\u1ec3n phi\u00ean b\u1ea3n s\u1ed1 c\u1ee7a Tr\u00e1i \u0110\u1ea5t b\u1eb1ng vi\u1ec7c m\u00f4 ph\u1ecfng v\u1eadt l\u00fd v\u00e0 \u0111\u1ed9ng l\u1ef1c h\u1ecdc v\u1ec1 th\u1eddi ti\u1ebft to\u00e0n c\u1ea7u nhanh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n<p><strong>Siemens Gamesa &#8211; N\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o<\/strong><\/p>\n<p>N\u1ec1n t\u1ea3ng digital twin c\u0169ng \u0111ang th\u00fac \u0111\u1ea9y nghi\u00ean c\u1ee9u m\u00f4 ph\u1ecfng \u0111\u1ec3 b\u1ed1 tr\u00ed c\u00e1c trang tr\u1ea1i gi\u00f3 \u0111\u01b0\u1ee3c trang b\u1ecb <a href=\"https:\/\/blogs.nvidia.com\/blog\/2022\/03\/22\/siemens-gamesa-wind-farms-digital-twins\">c\u00e1c\u00a0tuabin gi\u00f3 Siemens Gamesa Renewable Energy<\/a>, l\u1ea7n \u0111\u1ea7u ti\u00ean c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng AI \u0111\u1ec3 m\u00f4 h\u00ecnh h\u00f3a ch\u00ednh x\u00e1c t\u00e1c \u0111\u1ed9ng c\u1ee7a v\u1ecb tr\u00ed \u0111\u1eb7t tuabin \u0111\u1ed1i v\u1edbi hi\u1ec7u su\u1ea5t c\u1ee7a ch\u00fang trong nhi\u1ec1u lo\u1ea1i k\u1ecbch b\u1ea3n th\u1eddi ti\u1ebft.\u00a0\u0110i\u1ec1u n\u00e0y d\u1ef1 ki\u1ebfn \u200b\u200bs\u1ebd d\u1eabn \u0111\u1ebfn vi\u1ec7c b\u1ed1 tr\u00ed c\u00f4ng vi\u00ean gi\u00f3 \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra \u0111i\u1ec7n n\u0103ng nhi\u1ec1u h\u01a1n t\u1edbi 20% so v\u1edbi c\u00e1c thi\u1ebft k\u1ebf tr\u01b0\u1edbc \u0111\u00e2y.<\/p>\n<p>\u201cS\u1ef1 h\u1ee3p t\u00e1c gi\u1eefa Siemens Gamesa v\u00e0 NVIDIA c\u00f3 \u00fd ngh\u0129a l\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn l\u1edbn trong vi\u1ec7c t\u0103ng t\u1ed1c c\u1ea3 t\u1ed1c \u0111\u1ed9 t\u00ednh to\u00e1n v\u00e0 t\u1ed1c \u0111\u1ed9 tri\u1ec3n khai ph\u00e1t tri\u1ec3n c\u00e1c thu\u1eadt to\u00e1n m\u1edbi nh\u1ea5t c\u1ee7a ch\u00fang t\u00f4i trong m\u1ed9t l\u0129nh v\u1ef1c ph\u1ee9c t\u1ea1p nh\u01b0 t\u00ednh to\u00e1n \u0111\u1ed9ng l\u1ef1c h\u1ecdc ch\u1ea5t l\u1ecfng v\u00e0 \u0111\u1eb7t n\u1ec1n t\u1ea3ng cho m\u1ed1i quan h\u1ec7 h\u1ee3p t\u00e1c b\u1ec1n ch\u1eb7t trong t\u01b0\u01a1ng lai\u201d, Sergio Dominguez &#8211; qu\u1ea3n l\u00fd danh m\u1ee5c \u0111\u1ea7u t\u01b0 k\u1ef9 thu\u1eadt s\u1ed1 t\u1ea1i ch\u1ed7 t\u1ea1i Siemens Gamesa cho bi\u1ebft.<\/p>\n<p>\u0110\u1ec3 t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 n\u1ec1n t\u1ea3ng digital twin c\u1ee7a NVIDIA d\u00e0nh cho \u0111i\u1ec7n to\u00e1n khoa h\u1ecdc, h\u00e3y xem\u00a0<a href=\"https:\/\/youtu.be\/39ubNuxnrK8?t=2932\" target=\"_blank\" rel=\"nofollow noopener\">b\u00e0i ph\u00e1t bi\u1ec3u ch\u00ednh c\u1ee7a GTC 2022<\/a>\u00a0t\u1eeb Jensen Huang.\u00a0<a title=\"\" href=\"https:\/\/www.nvidia.com\/gtc\/?ncid=ref-pr-649229#cid=gtcs22_ref-pr_en-us\" target=\"_blank\" rel=\"nofollow noopener\">\u0110\u0103ng k\u00fd GTC mi\u1ec5n ph\u00ed<\/a>\u00a0\u0111\u1ec3 tham gia c\u00e1c bu\u1ed5i giao l\u01b0u v\u1edbi NVIDIA v\u00e0 c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o trong ng\u00e0nh.<img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/03\/tgmc-blog-623a7941efedf.png\" alt=\"\" \/><\/p>\n<p><em>Theo<\/em> NVIDIA<\/p>\n<p>&nbsp;<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23415\">B\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean tr\u1ee3 l\u00fd AI c\u00e1 nh\u00e2n &#8211; so s\u00e1nh chi ti\u1ebft NVIDIA RTX Spark v\u00e0 DGX Spark<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23322\">NVIDIA RTX PRO 4500 Blackwell Server Edition: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt t\u1eeb th\u1ebf h\u1ec7 L4 cho h\u1ea1 t\u1ea7ng AI suy lu\u1eadn hi\u1ec7u n\u0103ng cao<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23119\">NVIDIA NGC\u2011ready Low\u2011latency Edge AI: Gi\u1ea3i ph\u00e1p cho Retail, Manufacturing v\u00e0 Smart Cities<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23110\">So s\u00e1nh s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y t\u00ednh AI DGX Spark v\u1edbi c\u00e1c card GPU m\u00e1y tr\u1ea1m chuy\u00ean nghi\u1ec7p c\u1ee7a NVIDIA<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22969\">T\u1eeb Orin \u0111\u1ebfn Thor: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt ki\u1ebfn tr\u00fac c\u1ee7a NVIDIA JetPack 7.0 v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a robot h\u00ecnh ng\u01b0\u1eddi<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22887\">T\u1ea1i sao g\u1ecdi NVIDIA DGX Spark l\u00e0 Si\u00eau m\u00e1y t\u00ednh AI c\u00e1 nh\u00e2n?<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>NVIDIA Modulus v&#7899;i Physics-Informed AI k&#7871;t h&#7907;p c&ugrave;ng Omniverse mang l&#7841;i nh&#7919;ng b&#432;&#7899;c ti&#7871;n quy m&ocirc; h&agrave;ng tri&#7879;u l&#7847;n &#273;&#7875; t&#7841;o m&ocirc; h&igrave;nh hi&#7879;n t&#432;&#7907;ng v&#7853;t l&yacute; cho NVIDIA&rsquo;s Earth-2 v&agrave; c&aacute;c trang tr&#7841;i gi&oacute; c&#7911;a Siemens Gamesa GTC 2022 &ndash; NVIDIA v&#7915;a c&ocirc;ng b&#7889; m&#7897;t n&#7873;n t&#7843;ng d&agrave;nh cho c&aacute;c phi&ecirc;n b&#7843;n s&#7889; (digital&#8230;<\/p>\n","protected":false},"author":29,"featured_media":11768,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,162,1],"tags":[767,471,1314,690],"class_list":["post-11636","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-giai-phap","category-tong-hop","tag-digital-twin","tag-gtc","tag-nvidia","tag-omniverse"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>NVIDIA c\u00f4ng b\u1ed1 n\u1ec1n t\u1ea3ng Digital Twin d\u00e0nh cho l\u0129nh v\u1ef1c \u0111i\u1ec7n to\u00e1n khoa h\u1ecdc - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/nvidia-cong-bo-nen-tang-digital-twin-danh-cho-linh-vuc-dien-toan-khoa-hoc-p11636\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"NVIDIA c\u00f4ng b\u1ed1 n\u1ec1n t\u1ea3ng Digital Twin d\u00e0nh cho l\u0129nh v\u1ef1c \u0111i\u1ec7n to\u00e1n khoa h\u1ecdc - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"NVIDIA Modulus v&#7899;i Physics-Informed AI k&#7871;t h&#7907;p c&ugrave;ng Omniverse mang l&#7841;i nh&#7919;ng b&#432;&#7899;c ti&#7871;n quy m&ocirc; h&agrave;ng tri&#7879;u l&#7847;n &#273;&#7875; t&#7841;o m&ocirc; h&igrave;nh hi&#7879;n t&#432;&#7907;ng v&#7853;t l&yacute; cho NVIDIA&rsquo;s Earth-2 v&agrave; c&aacute;c trang tr&#7841;i gi&oacute; c&#7911;a Siemens Gamesa GTC 2022 &ndash; NVIDIA v&#7915;a c&ocirc;ng b&#7889; m&#7897;t n&#7873;n t&#7843;ng d&agrave;nh cho c&aacute;c phi&ecirc;n b&#7843;n s&#7889; (digital...\" \/>\n<meta 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