V: Machine Learning of Molecules and Materials
ORAL · EE04 · ID: 2171195
Presentations
-
Ultra-fast machine-learning potentials to simulate spin-lattice dynamics of magnetism in iron
ORAL
–
Presenters
-
Ming Li
University of Florida
Authors
-
Ming Li
University of Florida
-
Ajinkya C Hire
University of Florida
-
Stephen R Xie
KBR at NASA Ames
-
Richard G Hennig
University of Florida
-
-
GGA-PBE band gap machine learning correction with a reduced set of features
ORAL
–
Publication: [1] J. M. Crowley, J. Tahir-Kheli, and W. A. I. Goddard, The Journal of Physical Chemistry Letters 7, 1198 (2016)
[2] J. P. Perdew, K. Burke, and M. Ernzerhof, Physical review letters 77, 3865 (1996).
[3] C. Rostgaard, K. W. Jacobsen, and K. S. Thygesen, Phys. Rev. B 81, 085103 (2010).Presenters
-
Ibnu Jihad
Department of Physics, King Fahd University of Petroleum and Minerals
Authors
-
Ibnu Jihad
Department of Physics, King Fahd University of Petroleum and Minerals
-
Saad M Alqahtani
Electrical Engineering Department, Jubail Industrial College, Jubail Industrial City, Saudi Arabia
-
Miftah Hadi S Anfa
Department of Physics, King Fahd University of Petroleum and Minerals
-
Fahhad H Alharbi
King Fahd Univ KFUPM, Department of Electrical Engineering, King Fahd University of Petroleum and Minerals
-
-
Quantifying the Lennard–Jones Potential between Two Hard Ellipsoids Using Coarse-Grained Deep Learning Techniques
ORAL
–
Presenters
-
Erin Wong
Great Neck South High School
Authors
-
Erin Wong
Great Neck South High School
-
Dylan Fei
Jericho Senior High School
-
Georgios Kementzidis
Stony Brook University
-
Yuefan Deng
Stony Brook University
-
-
Convolutional neural network learning of self-consistent electron density via field-projected atomic fingerprints
ORAL
–
Presenters
-
Ryong Gyu Lee
Korea Advanced Institute of Science and Technology
Authors
-
Ryong Gyu Lee
Korea Advanced Institute of Science and Technology
-
Yong-Hoon Kim
Korea Adv Inst of Sci & Tech
-
-
Visual representation of quantum superposition principle, wave-particle duality, and quantum jumps
ORAL
–
Publication: The presentation is based on the article 'New type of motion to visualize the Copenhagen interpretation', published in Physics Essays, Volume 35: Pages 401-413, 2022.
Link to article: https://physicsessays.org/browse-journal-2/product/1991-12-firyuza-yanchilina-and-vasily-l-yanchilin-new-type-of-motion.htmlPresenters
-
Firyuza Yanchilina
freelance science journalist
Authors
-
Firyuza Yanchilina
freelance science journalist
-
Vasily Yanchilin
independent researcher
-
-
A Simple Experiment to Probe the 'Relativistic Mass/Energy' Concept in Special Relativity against Asymmetry Theory Prediction
ORAL
–
Publication: Q. Chen, Asymmetry Theory mathematically derived from the principle of constant light speed, doi:10.31219/osf.io/6a74s (2021).
Q. Chen, Design of Experiments for Light Speed Invariance to Moving Observers, doi:10.20944/preprints202102.0547.v1, (2021).
Q. Chen, Time-varying Doppler Effect formula and its application in Cosmology, doi:10.31219/osf.io/6gmce (2021).Presenters
-
Qian Chen
International Education Foundation
Authors
-
Qian Chen
International Education Foundation
-
-
Application of Clifford algebra and quaternion representations to (3+1)D non-destructive testing
ORAL
–
Publication: arXiv:2310.10680
On the Quadratic Phase Quaternion Domain Fourier Transform and on the Clifford algebra of $R^{3,1}$Presenters
-
Sadataka Furui
Teikyo University
Authors
-
Sadataka Furui
Teikyo University
-
Serge Dos Santos
INSA val de Loire
-