지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
초록· 키워드
오류제보하기
The regression process of machine learning is applied to investigate the pattern of alpha decay half-lives of heavy nuclei. By making use of the available experimental data for 164 nuclides, we scrutinize the predictive power of machine learning in the study of nuclear alpha decays within two approaches. In Model (I), we trained neural networks to experimental data of the half-lives of nuclear alpha decays directly while, in Model (II), they are trained to the gap between the experimental data and the predictions of the Viola-Seaborg formula as a theoretical model. The purpose of Model (I) was to verify the applicability of machine learning to nuclear alpha decays, and the motivation of Model (II) was to apply the technique to estimate the uncertainties in the predictions of theoretical models. Out results show that room exists for improving the predictions of empirical models by using machine learning techniques. We also present predictions on unmeasured nuclear alpha decays.
목차
I. INTRODUCTION
II. MODEL
III. RESULTS
IV. SUMMARY AND CONCLUSION
REFERENCES
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Evaluation of α-decay Half-life for Measuring Concentration of Radioactive Nuclei
새물리
2020 .05
-
목재 내 Copper Azole 보유량이 목재부후에 미치는 영향
목재공학(Journal of the Korean Wood Science and Technology)
2015 .01
-
GENERAL DECAY OF SOLUTIONS OF NONLINEAR VISCOELASTIC WAVE EQUATION
East Asian Mathematical Journal
2016 .01
-
원전 인근 지진관측망을 이용한 스펙트럼 감쇠상수 분석
대한지질학회 학술대회
2022 .10
-
기계학습 알고리즘을 이용한 PM1.0 예측 모델 개발 및 평가 연구
한국대기환경학회 학술대회논문집
2022 .10
-
Five New Wood Decay Fungi (Polyporales and Hymenochaetales) in Korea
Mycobiology
2016 .01
-
Trace expression of $r$-th root over finite field
대한수학회지
2020 .01
-
나피온 코팅 탄소나노튜브 가스센서 제작 및 생선 부패에 따른 특성 평가
새물리
2020 .02
-
기후 모델 분석을 통한 슈퍼 엘니뇨 decaying 메커니즘 연구
한국기상학회 학술대회 논문집
2016 .04
-
General Decay of Solutions for Viscoelastic Equation with Nonlinear Source Terms
East Asian Mathematical Journal
2018 .01
-
Fourier decay of Moran measure with quasi periodic sequence
대한수학회보
2024 .03
-
EXISTENCE AND DECAY PROPERTIES OF WEAK SOLUTIONS TO THE INHOMOGENEOUS HALL-MAGNETOHYDRODYNAMIC EQUATIONS
JOURNAL OF THE KOREAN SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS
2022 .06
-
Evaluation of Two Species of Soft Wood Decay Resistance for Heat-Treated Wood Using the Catalyst (H<sub>2</sub>SO<sub>4</sub>)
목재공학(Journal of the Korean Wood Science and Technology)
2017 .01
-
Carrier lifetime measurement in Si/perovskite tandem solar cell using open circuit voltage decay technique
한국진공학회 학술발표회초록집
2018 .02
-
Existence and general decay for a viscoelastic equation with logarithmic nonlinearity
대한수학회지
2021 .11
-
Decay results of weak solutions to the non-stationary fractional Navier-Stokes equations
대한수학회보
2024 .05
-
근미래 라이프스타일에 따른 알파룸 공간의 수요특성에 관한 연구
한국주거학회 학술대회논문집
2019 .11
-
Temporal decay of solutions for a chemotaxis model of angiogenesis type
대한수학회지
2023 .05
-
A singular function from Sturmian continued fractions
대한수학회지
2019 .01
-
ON A CLASS OF QUANTUM ALPHA-CONVEX FUNCTIONS
Journal of applied mathematics & informatics
2018 .01
이 논문의 저자 정보
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-151-25-02-092314987