CN115989511A - 推理装置、推理方法、推理程序、模型生成方法、推理服务提供系统、推理服务提供方法以及推理服务提供程序 - Google Patents

推理装置、推理方法、推理程序、模型生成方法、推理服务提供系统、推理服务提供方法以及推理服务提供程序 Download PDF

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CN115989511A
CN115989511A CN202180052991.6A CN202180052991A CN115989511A CN 115989511 A CN115989511 A CN 115989511A CN 202180052991 A CN202180052991 A CN 202180052991A CN 115989511 A CN115989511 A CN 115989511A
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chemical structure
lipid
structure information
input data
learning model
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前田友大
小川临
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Takeda Pharmaceutical Co Ltd
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Takeda Pharmaceutical Co Ltd
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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/30—Prediction of properties of chemical compounds, compositions or mixtures
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/004—Artificial life, i.e. computing arrangements simulating life
    • G06N3/006—Artificial life, i.e. computing arrangements simulating life based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]
    • G—PHYSICS
    • 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
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/70—Machine learning, data mining or chemometrics

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  • Engineering & Computer Science (AREA)
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  • Computing Systems (AREA)
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  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Physics & Mathematics (AREA)
  • Crystallography & Structural Chemistry (AREA)
  • Chemical & Material Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Databases & Information Systems (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
CN202180052991.6A 2020-08-31 2021-08-30 推理装置、推理方法、推理程序、模型生成方法、推理服务提供系统、推理服务提供方法以及推理服务提供程序 Pending CN115989511A (zh)

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JP2020-146402 2020-08-31
JP2020146402 2020-08-31
PCT/JP2021/031711 WO2022045334A1 (ja) 2020-08-31 2021-08-30 推論装置、推論方法、推論プログラム、モデル生成方法、推論サービス提供システム、推論サービス提供方法及び推論サービス提供プログラム

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CN115989511A true CN115989511A (zh) 2023-04-18

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US (1) US20240038340A1 (https=)
EP (1) EP4207205A4 (https=)
JP (1) JP7735624B2 (https=)
CN (1) CN115989511A (https=)
WO (1) WO2022045334A1 (https=)

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JPWO2023190974A1 (https=) * 2022-03-31 2023-10-05
US12587274B2 (en) 2023-03-28 2026-03-24 Quantum Generative Materials Llc Satellite optimization management system based on natural language input and artificial intelligence
KR102763227B1 (ko) * 2023-09-26 2025-02-07 주식회사 그래디언트바이오컨버전스 최적의 줄기 세포 배양배지 조합 결정 장치, 배양배지 조합들에 대한 분화 성공률을 산출하여 최적의 조합을 결정하는 방법, 및 컴퓨터 프로그램
KR102763225B1 (ko) * 2023-09-26 2025-02-07 주식회사 그래디언트바이오컨버전스 최적의 오가노이드 배양배지 조합 결정 장치, 배양배지 조합들에 대한 생존율을 산출하여 최적의 조합을 결정하는 방법, 및 컴퓨터 프로그램
KR102753534B1 (ko) * 2023-10-24 2025-01-14 주식회사 그래디언트바이오컨버전스 최적의 줄기 세포 배양배지 조합 결정 장치, 배양배지 조합들에 대한 유전자 발현량을 산출하여 최적의 조합을 결정하는 방법, 및 컴퓨터 프로그램
US12368503B2 (en) 2023-12-27 2025-07-22 Quantum Generative Materials Llc Intent-based satellite transmit management based on preexisting historical location and machine learning
US12603701B2 (en) 2023-12-27 2026-04-14 Quantum Generative Materials Llc Distributed satellite constellation management and control system

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US20050245446A1 (en) * 2002-05-08 2005-11-03 Hailes Helen C Materials for the delivery of biologically-active material to cells
US20130259847A1 (en) * 2012-04-02 2013-10-03 Berg Pharma Llc Interrogatory cell-based assays and uses thereof
CN104561067A (zh) * 2014-12-24 2015-04-29 广东省人民医院 一种安全高效的蛋白质转染进入细胞的载体
US20170072028A1 (en) * 2014-03-13 2017-03-16 Dana-Farber Cancer Institute, Inc. Compositions and methods for regulating pancreatic beta cell function using adipsin
CN107273712A (zh) * 2011-03-02 2017-10-20 博格有限责任公司 基于细胞的探询式分析及其应用
CN110418636A (zh) * 2016-08-23 2019-11-05 杰罗米.J.申塔格 将肽、蛋白质和核酸负载至乳糜微粒和体细胞中的胆固醇酯囊泡
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GB0210538D0 (en) 2002-05-08 2002-06-19 Univ London Lipids and gene delivery
WO2016021683A1 (ja) 2014-08-07 2016-02-11 武田薬品工業株式会社 カチオン性脂質
CN109414512A (zh) 2016-04-22 2019-03-01 科济生物医药（上海）有限公司 用于细胞免疫疗法的组合物和方法
TWI802627B (zh) 2017-12-28 2023-05-21 日商武田藥品工業股份有限公司 陽離子性脂質
WO2020031671A1 (ja) 2018-08-08 2020-02-13 パナソニックＩｐマネジメント株式会社 材料記述子生成方法、材料記述子生成装置、材料記述子生成プログラム、予測モデル構築方法、予測モデル構築装置及び予測モデル構築プログラム
DK3835287T3 (da) 2018-08-10 2025-01-02 Takeda Pharmaceuticals Co Kationisk lipid
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CN107273712A (zh) * 2011-03-02 2017-10-20 博格有限责任公司 基于细胞的探询式分析及其应用
US20130259847A1 (en) * 2012-04-02 2013-10-03 Berg Pharma Llc Interrogatory cell-based assays and uses thereof
US20170072028A1 (en) * 2014-03-13 2017-03-16 Dana-Farber Cancer Institute, Inc. Compositions and methods for regulating pancreatic beta cell function using adipsin
CN104561067A (zh) * 2014-12-24 2015-04-29 广东省人民医院 一种安全高效的蛋白质转染进入细胞的载体
CN110418636A (zh) * 2016-08-23 2019-11-05 杰罗米.J.申塔格 将肽、蛋白质和核酸负载至乳糜微粒和体细胞中的胆固醇酯囊泡
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JP7735624B2 (ja) 2025-09-09
EP4207205A4 (en) 2025-02-26
EP4207205A1 (en) 2023-07-05
US20240038340A1 (en) 2024-02-01
WO2022045334A1 (ja) 2022-03-03

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