JP7442055B2 - 電子密度推定方法、電子密度推定装置、及び電子密度推定プログラム - Google Patents
電子密度推定方法、電子密度推定装置、及び電子密度推定プログラム Download PDFInfo
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- JP7442055B2 JP7442055B2 JP2020541109A JP2020541109A JP7442055B2 JP 7442055 B2 JP7442055 B2 JP 7442055B2 JP 2020541109 A JP2020541109 A JP 2020541109A JP 2020541109 A JP2020541109 A JP 2020541109A JP 7442055 B2 JP7442055 B2 JP 7442055B2
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
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- 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
- G06N3/08—Learning methods
- G06N3/084—Backpropagation, e.g. using gradient descent
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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
- G16C10/00—Computational theoretical chemistry, i.e. ICT specially adapted for theoretical aspects of quantum chemistry, molecular mechanics, molecular dynamics or the like
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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
- G16C60/00—Computational materials science, i.e. ICT specially adapted for investigating the physical or chemical properties of materials or phenomena associated with their design, synthesis, processing, characterisation or utilisation
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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
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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
- G16C20/70—Machine learning, data mining or chemometrics
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Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2018164752 | 2018-09-03 | ||
| JP2018164752 | 2018-09-03 | ||
| PCT/JP2019/032350 WO2020049994A1 (ja) | 2018-09-03 | 2019-08-20 | 電子密度推定方法、電子密度推定装置、及び電子密度推定プログラム |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JPWO2020049994A1 JPWO2020049994A1 (ja) | 2021-09-02 |
| JPWO2020049994A5 JPWO2020049994A5 (https=) | 2022-08-12 |
| JP7442055B2 true JP7442055B2 (ja) | 2024-03-04 |
Family
ID=69722489
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2020541109A Active JP7442055B2 (ja) | 2018-09-03 | 2019-08-20 | 電子密度推定方法、電子密度推定装置、及び電子密度推定プログラム |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US20210110307A1 (https=) |
| JP (1) | JP7442055B2 (https=) |
| CN (1) | CN112119466B (https=) |
| WO (1) | WO2020049994A1 (https=) |
Families Citing this family (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113517032B (zh) * | 2021-05-24 | 2024-08-13 | 西安空间无线电技术研究所 | 一种基于第一性原理的二次电子产额的计算方法 |
| WO2024034688A1 (ja) * | 2022-08-10 | 2024-02-15 | 株式会社Preferred Networks | 学習装置、推論装置及びモデル作成方法 |
| US12587274B2 (en) | 2023-03-28 | 2026-03-24 | Quantum Generative Materials Llc | Satellite optimization management system based on natural language input and artificial intelligence |
| 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 |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20080104001A1 (en) | 2006-10-27 | 2008-05-01 | Kipp James E | Algorithm for estimation of binding equlibria in inclusion complexation, host compounds identified thereby and compositions of host compound and pharmaceutical |
| WO2012028962A2 (en) | 2010-09-01 | 2012-03-08 | Bioquanta Sa | Pharmacophore toxicity screening |
| JP2016006617A (ja) | 2014-06-20 | 2016-01-14 | ヤフー株式会社 | 学習装置、学習方法及び学習プログラム |
| JP2016139336A (ja) | 2015-01-28 | 2016-08-04 | 一般財団法人電力中央研究所 | 予測装置、予測方法および予測プログラム |
Family Cites Families (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2979993B2 (ja) * | 1995-02-06 | 1999-11-22 | フジテック株式会社 | エレベータ呼び割当て用ニューラルネットの学習方法 |
| US8369937B2 (en) * | 1999-11-16 | 2013-02-05 | Cardiac Pacemakers, Inc. | System and method for prioritizing medical conditions |
| US6587845B1 (en) * | 2000-02-15 | 2003-07-01 | Benjamin B. Braunheim | Method and apparatus for identification and optimization of bioactive compounds using a neural network |
| WO2004077023A2 (en) * | 2003-02-27 | 2004-09-10 | University Of Georgia Research Foundation, Inc. | High-throughput structure and electron density determination |
| JP5224280B2 (ja) * | 2008-08-27 | 2013-07-03 | 株式会社デンソーアイティーラボラトリ | 学習データ管理装置、学習データ管理方法及び車両用空調装置ならびに機器の制御装置 |
| US9009009B2 (en) * | 2011-06-27 | 2015-04-14 | The Research Foundation For The State University Of New York | Method for predicting optimized crystal structures |
| KR101313036B1 (ko) * | 2011-10-06 | 2013-10-01 | 주식회사 켐에쎈 | 순수한 화합물의 기체점성도를 예측하는 svrc 모형 |
| JP6233423B2 (ja) * | 2014-02-17 | 2017-11-22 | 東芝三菱電機産業システム株式会社 | 圧延プロセスの学習制御装置 |
| WO2016017402A1 (ja) * | 2014-07-30 | 2016-02-04 | 株式会社 日立メディコ | データ処理方法、データ処理装置、及びx線ct装置 |
| US10452989B2 (en) * | 2015-05-05 | 2019-10-22 | Kyndi, Inc. | Quanton representation for emulating quantum-like computation on classical processors |
| JP6985005B2 (ja) * | 2015-10-14 | 2021-12-22 | パナソニック インテレクチュアル プロパティ コーポレーション オブ アメリカPanasonic Intellectual Property Corporation of America | 感情推定方法、感情推定装置、及び、プログラムを記録した記録媒体 |
| JP6662715B2 (ja) * | 2016-06-07 | 2020-03-11 | 日本電信電話株式会社 | 予測装置、予測方法及びプログラム |
| CN107019496A (zh) * | 2017-04-12 | 2017-08-08 | 上海联影医疗科技有限公司 | 电子密度信息获取方法、装置及设备 |
-
2019
- 2019-08-20 JP JP2020541109A patent/JP7442055B2/ja active Active
- 2019-08-20 WO PCT/JP2019/032350 patent/WO2020049994A1/ja not_active Ceased
- 2019-08-20 CN CN201980032737.2A patent/CN112119466B/zh active Active
-
2020
- 2020-12-21 US US17/128,298 patent/US20210110307A1/en not_active Abandoned
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20080104001A1 (en) | 2006-10-27 | 2008-05-01 | Kipp James E | Algorithm for estimation of binding equlibria in inclusion complexation, host compounds identified thereby and compositions of host compound and pharmaceutical |
| WO2012028962A2 (en) | 2010-09-01 | 2012-03-08 | Bioquanta Sa | Pharmacophore toxicity screening |
| JP2016006617A (ja) | 2014-06-20 | 2016-01-14 | ヤフー株式会社 | 学習装置、学習方法及び学習プログラム |
| JP2016139336A (ja) | 2015-01-28 | 2016-08-04 | 一般財団法人電力中央研究所 | 予測装置、予測方法および予測プログラム |
Non-Patent Citations (2)
| Title |
|---|
| BROCKHERDE, F. et al.,Bypassing the Kohn-Sham equations with machine learning,Nature Communication,2017年10月11日,Vol.8 No.1,pp.1-10,DOI: 10.1038/s41467-017-00839-3 |
| 佐藤文俊,密度汎関数法によるタンパク質全電子シミュレーション,スーパーコンピューティングニュース,東京大学情報基盤センター,2009年02月,Vol.11 特集号1,pp.1-33,ISSN 1344-9567 |
Also Published As
| Publication number | Publication date |
|---|---|
| CN112119466B (zh) | 2024-03-22 |
| JPWO2020049994A1 (ja) | 2021-09-02 |
| CN112119466A (zh) | 2020-12-22 |
| US20210110307A1 (en) | 2021-04-15 |
| WO2020049994A1 (ja) | 2020-03-12 |
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