JP7676383B2 - シミュレーションの計算コストの推定のための方法およびシステム - Google Patents

シミュレーションの計算コストの推定のための方法およびシステム Download PDF

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JP7676383B2
JP7676383B2 JP2022526232A JP2022526232A JP7676383B2 JP 7676383 B2 JP7676383 B2 JP 7676383B2 JP 2022526232 A JP2022526232 A JP 2022526232A JP 2022526232 A JP2022526232 A JP 2022526232A JP 7676383 B2 JP7676383 B2 JP 7676383B2
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コシック，カイル
シガール，アニル
マクレナン，スコット
オスター－モリス，ジョシュア
ディーステルホルスト，ライアン
エム． フリード，デイビッド
キャンベル，イアン
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オンスケール，インコーポレイテッド
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G06F30/27—Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
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    • G06N3/048—Activation functions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
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    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
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    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
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    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2111/00—Details relating to CAD techniques
    • G06F2111/10—Numerical modelling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G06F30/23—Design optimisation, verification or simulation using finite element methods [FEM] or finite difference methods [FDM]

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JP2022526232A 2019-11-06 2020-11-06 シミュレーションの計算コストの推定のための方法およびシステム Active JP7676383B2 (ja)

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US201962931299P 2019-11-06 2019-11-06
US62/931,299 2019-11-06
PCT/US2020/059393 WO2021092366A1 (en) 2019-11-06 2020-11-06 Methods and systems for the estimation of the computational cost of simulation

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JP2022553866A JP2022553866A (ja) 2022-12-26
JP2022553866A5 JP2022553866A5 (https=) 2023-11-14
JP7676383B2 true JP7676383B2 (ja) 2025-05-14

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EP (1) EP4055512A4 (https=)
JP (1) JP7676383B2 (https=)
KR (1) KR20220103739A (https=)
CN (1) CN114930336A (https=)
AU (1) AU2020378413A1 (https=)
BR (1) BR112022008851A2 (https=)
CA (1) CA3157588A1 (https=)
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US11409516B2 (en) 2019-12-10 2022-08-09 Cisco Technology, Inc. Predicting the impact of network software upgrades on machine learning model performance
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US12488256B2 (en) * 2021-07-01 2025-12-02 Rolls-Royce Corporation Predictive modeling for forged components
KR102779656B1 (ko) * 2021-09-02 2025-03-12 주식회사 아미크 선별된 목적 데이터를 활용하여 효과적으로 클라우드 시스템을 구축하는 방법 및 시스템
EP4427162A4 (en) * 2021-11-01 2025-09-17 Univ Michigan Regents AUTOMATED CIRCUIT TOPOLOGY SELECTION AND CONFIGURATION
US20250308645A1 (en) * 2022-05-08 2025-10-02 Schlumberger Technology Corporation Adaptive multicolor reordering simulation system
CN114925633B (zh) * 2022-06-14 2024-10-18 中国航空工业集团公司沈阳空气动力研究所 应用气动特性评估n-s方程求解分层式程序处理方法
EP4506847A1 (de) * 2023-08-08 2025-02-12 Siemens Aktiengesellschaft Verfahren zum bestimmen einer simulationsfähigkeit eines simulationsmodells mittels einer elektronischen recheneinrichtung, computerprogrammprodukt, computerlesbares speichermedium sowie elektronische recheneinrichtung
KR102624263B1 (ko) * 2023-09-15 2024-01-16 광주과학기술원 무선충전모듈의 코어 설계하는 방법
CN117634101B (zh) * 2024-01-26 2024-06-25 杭州广立微电子股份有限公司 芯片表面形态确定方法、装置、计算机设备和存储介质
TR2024002432A1 (tr) * 2024-02-29 2025-09-22 Univ Istanbul Teknik Büyük parça ve cad modeli̇ni̇n bi̇lgi̇sayar destekli̇ mühendi̇sli̇k (cae) ve bi̇lgi̇sayarli tomografi̇ (bt) kullanilarak alt bölümlendi̇rme yöntemi̇
CN119783488B (zh) * 2025-03-13 2025-07-11 苏州数算软云科技有限公司 一种锻压仿真方法及相关装置

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JP2022553866A (ja) 2022-12-26
CA3157588A1 (en) 2021-05-14
BR112022008851A2 (pt) 2022-08-23
KR20220103739A (ko) 2022-07-22
EP4055512A1 (en) 2022-09-14
WO2021092366A1 (en) 2021-05-14
US12400055B2 (en) 2025-08-26
CN114930336A (zh) 2022-08-19
AU2020378413A1 (en) 2022-06-23
EP4055512A4 (en) 2023-11-22
US20210133378A1 (en) 2021-05-06

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