August 2024
Beginner to intermediate
640 pages
14h 53m
Korean
Content preview from AI를 위한 필수 수학
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
578
AI
를 위한 필수 수학
분야다. 최근 논문 「
Linear
scaling
algorithms
for
solving
high
-
dimensional
nonlinear
parabolic
differential
equation
」에서 저자들은 피카르 근사법과 다단계 몬테카를로 방법을 기반으로 한 근사화 방법
들을 제안했다. 이 논문에서는 반선형 열 방정식
semilinear
heat
equation
에 대한 적절한 가정하에서 계산 복잡도가
O
(
de
- (
4
+
d
)
)
로 제한되는 것을 보여준다. 여기서
d
∈
(
0
,
∞
)
,
d
는 문제의 차원,
e
∈
(
0
,
∞
)
다. 이 연구 논
문에서는 물리학과 금융 분야에서 발생하는
100
차원의 다양한 비선형 편미분 방정식의 적용 가능성을 수치
시뮬레이션 (근사 정확도와 실행 시간 비교 )을 통해 테스트한다.
100
차원 편미분 방정식의 시뮬레이션 결과
는 정확성과 속도 측면에서 매우 만족스러운 결과를 보여준다. 또한 다른 문헌에서 제안된 비선형 편미분 방
정식과 후방 확률 미분 방정식에 대한 근사화 방법들도 함께 소개하려고 한다.
편미분 방정식 해결을 위한 딥러닝 기초 다지기
딥러닝, 특히 딥 오퍼레이터 네트워크
deep
operator
network
를 활용해 상미분 방정식과 편미분 방정
식을 해결하는 방법을 위한 기초를 다져보려고 한다. ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.