Results 191 to 200 of about 150,984 (329)

Unsupervised Hierarchical Symbolic Regression for Interpretable Property Modeling in Complex Multi-Variable Systems. [PDF]

Adv Sci (Weinh)
Lou S, Liu C, Zhang D, Chen Y, Mo F.
europepmc   +1 more source

A computational framework for physics-informed symbolic regression with straightforward integration of domain knowledge. [PDF]

Sci Rep, 2023
Keren LS, Liberzon A, Lazebnik T.
europepmc   +1 more source

Sustainable Materials Design With Multi‐Modal Artificial Intelligence

Advanced Science, EarlyView.
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu, Tianshuo Wei, Yan Ge, Bo Peng, Yue Li, Maolin Wang, Peng Wen, Chao Yang, Ye Wei   +8 more
wiley   +1 more source

Schooling Trajectories and the Development of Brain Dynamics: A Comparative Study of Montessori and Traditional Education

Advanced Science, EarlyView.
We investigate whether Montessori and traditional schooling systems shape the developmental trajectory of large‐scale brain dynamics in different ways. We quantify the arrow of time (“non‐reversibility”) in neural activity during resting state and movie‐watching, revealing distinct maturational patterns.
Elvira del Agua, Anira Escrichs, Yonatan Sanz Perl, Morten L. Kringelbach, Adele Diamond, Solange Denervaud, Gustavo Deco   +6 more
wiley   +1 more source

Hybrid PSO-SVM and symbolic regression model for agricultural water demand prediction. [PDF]

Sci Rep
Lv H, Zhao Y, Wang W, Hou K, Zheng X.
europepmc   +1 more source

Contemporary Symbolic Regression Methods and their Relative Performance. [PDF]

Adv Neural Inf Process Syst, 2021
La Cava W, Burlacu B, Virgolin M, Kommenda M, Orzechowski P, de França FO, Jin Y, Moore JH.   +7 more
europepmc   +1 more source

Multi-Link Prediction for mmWave Wireless Communication Systems Using Liquid Time-Constant Networks, Long Short- Term Memory, and Interpretation Using Symbolic Regression [PDF]

Vishnu S. Pendyala, Milind S. Patil
openalex   +1 more source

Learning Approximate Symbolic Solutions to Burgers' Equation using Symbolic Regression. [PDF]

IFAC Pap OnLine
Cohen BG, Beykal B, Bollas GM.
europepmc   +1 more source

Data-Driven Non-Linear Current Controller Based on Deep Symbolic Regression for SPMSM. [PDF]

Sensors (Basel), 2022
Usama M, Lee IY.
europepmc   +1 more source

Integrating Machine Learning With Constant‐Potential Simulation to Unravel Charge‐Transfer Mechanisms in Electrochemical Nitrogen Fixation

Advanced Science, EarlyView.
Integrating interpretable machine learning with the fixed‐potential method reveals a novel mechanism: the catalytic activity of the electrochemical nitrogen reduction reaction is governed by partial charge transfer, induced by variations in the intermediate potential of zero charge under constant potential.
Yufei Xue, Dushuo Feng, Yuefei Zhang, Yang Zhang, Yalong Jiao, Aijun Du, Guoping Gao   +6 more
wiley   +1 more source